io.github.lilo-property/mcp-server

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Status

Healthy

Score

74.3

Transport

streamable-http

Tools

Production readiness

Verdict

Needs remediation

Current validation evidence shows operational or discovery gaps that should be fixed first.

Critical alerts

Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score

65.0

Based on 20 recent validations, 26 captured checks, and validation age of 607.3 hours.

Live checks captured

More direct checks increase trust in the current verdict.

Validation age

607.3h

Lower age means fresher evidence.

Recommended for

Claude Desktop

Claude Desktop is marked compatible with score 83.

Smithery

Smithery is marked compatible with score 80.

Generic Streamable HTTP

Generic Streamable HTTP is marked compatible with score 100.

Client readiness verdicts

Ready for ChatGPT custom connector

Partial

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Error
step_up_auth_probe • Missing
connector_replay_probe • OK — Frozen tool snapshots must survive refresh.
request_association_probe • Missing — Roots, sampling, and elicitation should stay request-scoped.

Ready for Claude remote MCP

Ready

Transport behavior should match Claude-compatible HTTP expectations.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Error

Unsafe for write actions

Yes

High-risk write, exec, or destructive tools need stronger auth and confirmation semantics.

Confidence: medium (65.0)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history

Disagreements: none

action_safety_probe • Error

Snapshot churn risk

Low

No material tool-surface churn detected in the latest comparison.

Confidence: medium (65.0)

Evidence provenance

Winner: history

Supporting sources: history, live_validation

Disagreements: none

tool_snapshot_probe • OK
connector_replay_probe • OK

Why not ready by client

ChatGPT custom connector

Partial

Remediation checklist

No explicit blockers recorded.

Claude remote MCP

Ready

Remediation checklist

No explicit blockers recorded.

Write-safe publishing

Blocked

Remediation checklist

No explicit blockers recorded.

Verdict traces

Production verdict

Needs remediation

Current validation evidence shows operational or discovery gaps that should be fixed first.

Confidence: medium (65.0)

Winning source: live_validation

Triggering alerts

validation_stale • medium • Validation evidence is stale

Client verdict trace table

Verdict	Status	Checks	Winning source	Conflicts
`openai_connectors`	Partial	initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe	live_validation	none
`claude_desktop`	Ready	initialize, tools_list, transport_compliance_probe	live_validation	none
`unsafe_for_write_actions`	Yes	action_safety_probe	live_validation	none
`snapshot_churn_risk`	Low	tool_snapshot_probe, connector_replay_probe	history	none

Publishability policy profiles

ChatGPT custom connector publishability

Caution

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Search Fetch Only: No
Write Actions Present: Yes
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: No
Safe For Messages Api Remote Mcp: No

Claude remote MCP publishability

Ready

Transport behavior should match Claude-compatible HTTP expectations.

Search Fetch Only: No
Write Actions Present: Yes
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: No
Safe For Messages Api Remote Mcp: No

Compatibility fixtures

ChatGPT custom connector fixture

Degraded

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

remote_http_endpoint: Passes
oauth_discovery: Degraded
frozen_tool_snapshot_refresh: Passes
request_association: Passes

Anthropic remote MCP fixture

Degraded

Transport behavior should match Claude-compatible HTTP expectations.

remote_transport: Passes
tool_discovery: Passes
auth_connect: Passes
safe_write_review: Degraded

Authenticated validation sessions

Latest profile

remote_mcp

Authenticated session used

Public score isolation

✓

Preview endpoint

/v1/verify

CI preview endpoint

/v1/ci/preview

Public server reputation

Validation success 7d

n/a

Validation success 30d

1.0

Mean time to recover

n/a

Breaking diffs 30d

Registry drift frequency 30d

Snapshot changes 30d

Incident & change feed

Timestamp	Event	Details
Apr 08, 2026 11:33:11 PM UTC	Latest validation: healthy	Score 74.3 with status healthy.

Capabilities

OAuth: ✕
DCR/CIMD: ✕
Prompts: ✕
Homepage: none
Docs: none
Support: none
Icon: none
Remote endpoint: https://mcp.lilo.property/mcp
Server card: none

Use-case taxonomy

development database search communication

Security posture

Tools analyzed

High-risk tools

Destructive tools

Exec tools

Egress tools

Secret tools

Bulk-access tools

Risk distribution

low:37, medium:21, high:6

Tool capability & risk inventory

Tool	Capabilities	Risk	Findings	Notes
`get_property`	read	Low	none	No explicit safeguard hints detected.
`search_properties`	read admin export	Medium	bulk data access	No explicit safeguard hints detected.
`search_market_discovery`	read network export	High	arbitrary network egress bulk data access	No explicit safeguard hints detected.
`natural_language_search`	read exec export	High	command execution bulk data access freeform input surface	No explicit safeguard hints detected.
`find_similar_properties`	export	Medium	bulk data access	No explicit safeguard hints detected.
`get_property_reputation`	read write	Medium	none	No explicit safeguard hints detected.
`get_property_manifest`	read	Low	none	No explicit safeguard hints detected.
`get_property_ai_manifest`	read write export	Medium	bulk data access	No explicit safeguard hints detected.
`get_host_reputation`	read write network	Medium	arbitrary network egress	No explicit safeguard hints detected.
`verify_evidence`	other	Low	none	No explicit safeguard hints detected.
`check_protection_status`	other	Low	none	No explicit safeguard hints detected.
`get_house_rules`	read	Low	none	No explicit safeguard hints detected.
`get_property_faqs`	read	Low	none	No explicit safeguard hints detected.
`get_local_recommendations`	read	Low	none	No explicit safeguard hints detected.
`ask_property_question`	secrets	Medium	secret material access	No explicit safeguard hints detected.
`get_network_stats`	read	Low	none	No explicit safeguard hints detected.
`get_founding_members_status`	read admin	Medium	none	No explicit safeguard hints detected.
`verify_guest_identity`	write	Medium	none	No explicit safeguard hints detected.
`create_booking`	write network	Medium	none	No explicit safeguard hints detected.
`check_availability`	other	Low	none	No explicit safeguard hints detected.
`generate_google_vr_feed`	read write network export	High	arbitrary network egress bulk data access	No explicit safeguard hints detected.
`search_by_amenity_natural`	read exec export	High	command execution bulk data access freeform input surface	No explicit safeguard hints detected.
`compare_properties`	other	Low	none	No explicit safeguard hints detected.
`get_neighborhood_intel`	read	Low	none	No explicit safeguard hints detected.
`query_evidence_chain`	read export	Medium	bulk data access	No explicit safeguard hints detected.
`verify_evidence_anchor`	other	Low	none	No explicit safeguard hints detected.
`get_dispute_evidence_bundle`	read write	Medium	none	No explicit safeguard hints detected.
`get_chargeback_defense_packet`	read write	Medium	none	No explicit safeguard hints detected.
`record_interaction`	network	Medium	none	Safeguards hinted in metadata.
`get_evidence_timeline`	read	Low	none	No explicit safeguard hints detected.
`analyze_threat_risk`	filesystem	Low	none	No explicit safeguard hints detected.
`check_guest_risk_score`	filesystem	Low	none	No explicit safeguard hints detected.
`detect_threat_pattern`	other	Low	none	No explicit safeguard hints detected.
`detect_risk_pattern`	other	Low	none	No explicit safeguard hints detected.
`get_squatter_risk`	read network	Medium	none	No explicit safeguard hints detected.
`flag_suspicious_booking`	other	Low	none	No explicit safeguard hints detected.
`predict_chargeback_risk`	filesystem	Low	none	No explicit safeguard hints detected.
`get_pricing_intelligence`	read	Low	none	No explicit safeguard hints detected.
`get_demand_forecast`	read	Low	none	No explicit safeguard hints detected.
`get_jurisdiction_rules`	read network	Medium	none	No explicit safeguard hints detected.
`check_permit_requirements`	other	Low	none	No explicit safeguard hints detected.
`generate_tax_documentation`	network	Medium	arbitrary network egress	No explicit safeguard hints detected.
`check_world_cup_compliance`	other	Low	none	No explicit safeguard hints detected.
`get_insurance_requirements`	read	Low	none	No explicit safeguard hints detected.
`get_property_inventory`	read	Low	none	No explicit safeguard hints detected.
`report_inventory_issue`	write network	Medium	arbitrary network egress freeform input surface	No explicit safeguard hints detected.
`get_maintenance_schedule`	read	Low	none	No explicit safeguard hints detected.
`create_maintenance_task`	write	Medium	none	No explicit safeguard hints detected.
`get_cleaning_schedule`	read	Low	none	No explicit safeguard hints detected.
`assign_cleaner`	admin export	Medium	bulk data access	No explicit safeguard hints detected.
`verify_checkout_condition`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.
`search_philadelphia_historic`	read exec export	High	command execution bulk data access freeform input surface	No explicit safeguard hints detected.
`get_philadelphia_landmark`	read	Low	none	No explicit safeguard hints detected.
`search_philadelphia_venues`	read exec	High	command execution freeform input surface	No explicit safeguard hints detected.
`get_philadelphia_worldcup_info`	read	Low	none	No explicit safeguard hints detected.
`get_philadelphia_250th_events`	read	Low	none	No explicit safeguard hints detected.
`ingest_philadelphia_data`	other	Low	none	No explicit safeguard hints detected.
`get_trust_certificate`	read	Low	freeform input surface	No explicit safeguard hints detected.
`verify_trust_chain`	other	Low	freeform input surface	Safeguards hinted in metadata.
`analyze_interaction_risk`	filesystem	Low	none	No explicit safeguard hints detected.
`analyze_communication`	other	Low	none	No explicit safeguard hints detected.
`get_dispute_defense_packet`	read write	Medium	none	No explicit safeguard hints detected.
`assess_booking_risk`	other	Low	none	No explicit safeguard hints detected.
`get_onboarding_status`	read	Low	freeform input surface	No explicit safeguard hints detected.

Write-action governance

Governance status

Error

Safe to publish

Auth boundary

public_or_unclear

Blast radius

High

High-risk tools

Confirmation signals

verify_trust_chain

Safeguard count

Status detail: 6 high-risk tool(s), 4 exec-capable tool(s) are exposed without a clear auth boundary; 2 safeguard(s) and 1 confirmation signal(s) detected.

Tool	Risk	Flags	Safeguards
`search_market_discovery`	High	arbitrary network egress bulk data access	no
`natural_language_search`	High	command execution bulk data access freeform input surface	no
`generate_google_vr_feed`	High	arbitrary network egress bulk data access	no
`search_by_amenity_natural`	High	command execution bulk data access freeform input surface	no
`search_philadelphia_historic`	High	command execution bulk data access freeform input surface	no
`search_philadelphia_venues`	High	command execution freeform input surface	no

Action-controls diff

Snapshot changed

Disabled-by-default candidates

none

Manual review candidates

none

New actions

Action	Risk	Flags
No newly added actions.

Changed actions

Action	Change types	Risk
No materially changed actions.

Why this score?

Access & Protocol

32/44

Connectivity, auth, and transport expectations for common clients.

Interface Quality

37/56

How well the tool/resource interface communicates and behaves under automation.

Security Posture

24.2/36

How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.

Reliability & Trust

24/24

Operational stability, consistency, and trustworthiness over time.

Discovery & Governance

23.5/28

How well the server is documented, listed, and governed in public registries.

Adoption & Market

5/8

Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability

2/4

Measures whether auth discovery and protected access behave predictably for clients.

Error Contract Quality

0/4

Grades machine-readable error structure, status alignment, and remediation hints.

Rate-Limit Semantics

2/4

Checks whether quota/throttle responses are deterministic and automation-friendly.

Schema Completeness

3/4

Completeness of tool descriptions, parameter docs, examples, and schema shape.

Backward Compatibility

4/4

Stability score across tool schema/name drift relative to prior validations.

SLO Health

4/4

Availability, latency, and burst-failure profile across recent validation history.

Security Hygiene

2/4

HTTPS posture, endpoint hygiene, and response-surface hardening checks.

Task Success

4/4

Can an agent reliably initialize, enumerate tools, and execute core MCP flows?

Trust Confidence

4/4

Confidence-adjusted reliability score that penalizes low evidence volume.

Abuse/Noise Resilience

4/4

How well the server preserves core behavior in the presence of noisy traffic patterns.

Prompt Contract

2/4

Quality of prompt metadata, argument shape, and prompt discoverability for clients.

Resource Contract

3/4

How completely resources and resource templates describe URIs, types, and usage shape.

Discovery Metadata

3/4

Homepage, docs, icon, repository, support, and license coverage for directory consumers.

Registry Consistency

2/4

Agreement between stored registry metadata, live server-card data, and current validation output.

Installability

4/4

How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.

Session Semantics

4/4

Determinism and state behavior across repeated MCP calls, including sticky-session surprises.

Tool Surface Design

3/4

Naming clarity, schema ergonomics, and parameter complexity across the tool surface.

Result Shape Stability

3/4

Stability of declared output schemas across validations, with penalties for drift or missing shapes.

OAuth Interop

3/4

Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.

Recovery Semantics

0/4

Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.

Maintenance Signal

4/4

Versioning, update recency, and historical validation cadence that indicate active stewardship.

Adoption Signal

2/4

Directory presence and distribution clues that suggest the server is intended for external use.

Freshness Confidence

4/4

Confidence that recent validations are current enough and dense enough to trust operationally.

Transport Fidelity

4/4

Whether declared transport metadata matches the observed endpoint behavior and response formats.

Spec Recency

4/4

How close the server’s claimed MCP protocol version is to the latest known public revision.

Session Resume

3/4

Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.

Step-Up Auth

3/4

Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.

Transport Compliance

0/4

Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.

Utility Coverage

2/4

Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.

Advanced Capability Coverage

3/4

Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.

Connector Publishability

3/4

How ready the server looks for client catalogs and managed connector programs.

Tool Snapshot Churn

4/4

Stability of the tool surface across recent validations, including add/remove and output-shape drift.

Connector Replay

4/4

Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.

Request Association

3/4

Whether roots, sampling, and elicitation appear tied to active client requests instead of arriving unsolicited on idle sessions.

Interactive Flow Safety

4/4

Whether prompts and docs steer users toward safe auth flows instead of pasting secrets directly.

Action Safety

2/4

Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.

Official Registry Presence

4/4

Whether the server appears directly or indirectly in the official MCP registry.

Provenance Divergence

4/4

How closely official registry metadata, the live server card, and public repo/package signals agree with each other.

Safety Transparency

4/4

Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.

Tool Capability Clarity

4/4

How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.

Destructive Operation Safety

3/4

Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.

Egress / SSRF Resilience

2.5/4

Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.

Execution / Sandbox Safety

1/4

Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.

Data Exfiltration Resilience

3.7/4

Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.

Least Privilege Scope

2/4

Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.

Secret Handling Hygiene

3/4

Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.

Supply Chain Signal

2.5/4

Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.

Input Sanitization Safety

3/4

Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.

Tool Namespace Clarity

4/4

Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Compatibility profiles

OpenAI Connectors

66.7

partial

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.

Connector URL: https://mcp.lilo.property/mcp
# No OAuth metadata detected.
# Server: io.github.lilo-property/mcp-server

Claude Desktop

83.3

compatible

Transport behavior should match Claude-compatible HTTP expectations.

{
  "mcpServers": {
    "mcp-server": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.lilo.property/mcp"]
    }
  }
}

Smithery

80.0

compatible

Machine-readable failure semantics should be present.

smithery mcp add "https://mcp.lilo.property/mcp"

Generic Streamable HTTP

100.0

compatible

No major blockers detected.

curl -sS https://mcp.lilo.property/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Actionable remediation

Severity	Remediation	Why it matters	Recommended action
High	Add confirmation and dry-run semantics for risky actions	High-risk write, delete, exec, or egress tools should communicate safeguards clearly.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
High	Align session and protocol behavior with Streamable HTTP expectations	Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics.	Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec. Playbook Return `Mcp-Session-Id` and `Mcp-Protocol-Version` headers consistently on streamable HTTP responses. Honor `DELETE` session teardown and return `404` when a deleted session is reused. Reject invalid protocol-version headers with `400 Bad Request`.
High	Associate roots, sampling, and elicitation with active client requests	Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
High	Expose /.well-known/oauth-protected-resource	Without a protected-resource document, OAuth clients cannot discover auth requirements reliably.	Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata. Playbook Serve `/.well-known/oauth-protected-resource` from the same host as the MCP endpoint. Point it at the authorization server metadata URL. Confirm clients receive consistent auth hints before tool execution.
High	Publish OAuth authorization-server metadata	Clients need authorization-server metadata to discover issuer, endpoints, and DCR support.	Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported. Playbook Publish `/.well-known/oauth-authorization-server` from the issuer. Add `registration_endpoint` if DCR is supported. Verify issuer, authorization, token, and jwks metadata are all reachable.
High	Publish a complete server card	Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals.	Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links. Playbook Publish `/.well-known/mcp/server-card.json`. Include homepage, repository, support, tools, prompts/resources, and auth metadata. Revalidate the server after publishing the card.
Medium	Adopt a current MCP protocol revision	Older protocol revisions reduce compatibility with newer clients and registry programs.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Close connector-publishing gaps	Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Document minimal scopes and return cleaner auth challenges	Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints.	Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront. Playbook Advertise the narrowest viable scopes in OAuth metadata. Return `WWW-Authenticate` challenges with scope or insufficient-scope hints when additional consent is needed. Revalidate with both public discovery and auth-required flows.
Medium	Publish OpenID configuration	OIDC metadata improves token validation and client compatibility.	Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Medium	Repair prompts/list or stop advertising prompts	Prompt metadata should either work live or be removed from the advertised capability set.	Only advertise prompts if prompts/list works and prompt arguments are documented. Playbook Only advertise prompts that are actually accessible. Add prompt descriptions and argument docs. Run a live `prompts/list` check after any prompt changes.
Medium	Respond to validation evidence is stale	Latest validation is 607.3 hours old.	Trigger a fresh validation run or increase scheduler priority for this server. Playbook Queue a new validation run now. Inspect whether the scheduler priority should be raised for this server. Do not rely on stale evidence for production decisions.
Medium	Support resumable HTTP sessions cleanly	Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.
Low	Expose modern utility surfaces like completions, pagination, or tasks	Utility coverage improves interoperability with larger clients and long-lived agent workflows.	Expose completions, pagination, and task metadata where supported so larger clients can plan and resume work safely. Playbook Advertise `completions`, pagination cursors, and `tasks` only when they are actually supported. Return `nextCursor` on large list operations when pagination is available. Document task support and whether it requires step-up auth.
Low	Publish newer MCP capability signals	Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking.	Inspect the latest validation evidence and resolve the client-visible regression. Playbook Inspect the latest validation evidence. Resolve the highest-severity client-facing gap first. Revalidate and confirm the score and verdict improve.

Point loss breakdown

Component	Current	Points missing
Transport Compliance	0/4	-4.0
Recovery Semantics	0/4	-4.0
Error Contract	0/4	-4.0
Execution Sandbox Safety	1/4	-3.0
Utility Coverage	2/4	-2.0
Security Hygiene	2/4	-2.0
Registry Consistency	2/4	-2.0
Rate Limit Semantics	2/4	-2.0
Prompt Contract	2/4	-2.0
Least Privilege Scope	2/4	-2.0
Auth Operability	2/4	-2.0
Adoption Signal	2/4	-2.0

Validation diff

Score delta

Summary changed

Tool delta

Prompt delta

Auth mode changed

Write surface expanded

Protocol regressed

Registry drift changed

Regressed checks: none

Improved checks: none

Component	Previous	Latest	Delta
No component deltas between the latest two runs.

Tool snapshot diff & changelog

Snapshot changed

Added tools

none

Removed tools

none

Required-argument changes

Tool	Added required args	Removed required args
No required-argument changes detected.

Output-schema drift

Tool	Previous properties	Latest properties
No output-schema drift detected.

Connector replay

Status

Backward compatible

✓

Would break after refresh

Added tools

none

Removed tools

none

Additive output changes

none

Required-argument replay breaks

Tool	Added required args	Removed required args
No required-argument replay breaks detected.

Output-schema replay breaks

Tool	Removed properties	Added properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status

Error

Transport

streamable-http

Session header

Protocol header

Bad protocol response

200

DELETE teardown

n/a

Expired session retry

n/a

Last-Event-ID visible

Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected

Request association

Status

Missing

Advertised capabilities

none

Observed idle methods

none

Violating methods

none

Probe HTTP status

n/a

Issues

none

Utility coverage

Probe status

Missing

Completions

not detected

Completion probe target: { "type": "resource", "uri": "lilo://about" }

Pagination

not detected

No nextCursor evidence.

Tasks

Missing

Advertised: no

Benchmark tasks

Benchmark task	Status	Evidence
Discover tools	Passes	`initialize` • OK `tools_list` • OK
Read-only fetch flow	Passes	`resource_read` • OK `read_only_tool_surface` • OK
OAuth-required connect	Degraded	`oauth_protected_resource` • Error `step_up_auth_probe` • Missing
Safe write flow with confirmation	Likely to fail	`action_safety_probe` • Error

Registry & provenance divergence

Probe status

Direct official match

yes

Drift fields

none

Field	Registry	Live server card
Title	n/a	n/a
Version	n/a	n/a
Homepage	n/a	n/a

Active alerts

Validation evidence is stale (medium)
Latest validation is 607.3 hours old.

Aliases & registry graph

Identifier	Source	Canonical	Score
`io.github.lilo-property/mcp-server`	official_registry	yes	74.34

Alias consolidation

Canonical identifier

io.github.lilo-property/mcp-server

Duplicate aliases

Registry sources

official_registry

Remote URLs

https://mcp.lilo.property/mcp

Homepages

none

Source disagreements

Field	What differs	Observed values
No source disagreements detected.

Install snippets

Openai Connectors

Connector URL: https://mcp.lilo.property/mcp
# No OAuth metadata detected.
# Server: io.github.lilo-property/mcp-server

Claude Desktop

{
  "mcpServers": {
    "mcp-server": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.lilo.property/mcp"]
    }
  }
}

Smithery

smithery mcp add "https://mcp.lilo.property/mcp"

Generic Http

curl -sS https://mcp.lilo.property/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Agent access & tool surface

Live server tools

get_property search_properties search_market_discovery natural_language_search find_similar_properties get_property_reputation get_property_manifest get_property_ai_manifest

Observed from the latest live validation against https://mcp.lilo.property/mcp. This is the target server surface, not Verify's own inspection tools.

Live capability counts

64 tools • 0 prompts • 4 resources

Counts come from the latest tools/list, prompts/list, and resources/list checks.

Inspect with Verify

search_servers recommend_servers get_server_report compare_servers

Use Verify itself to search, recommend, compare, and fetch the full report for io.github.lilo-property/mcp-server.

Direct machine links

JSON report • Compare this server • Verify MCP API

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions

Teams: none

Alert routing

Active watches

Generic webhooks

Slack routes

Teams routes

Email routes

Watch	Team	Channels	Minimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count

Average Latency Ms

724.71

Healthy Run Ratio Recent

1.0

Registry Presence Count

Active Alert Count

Watcher Count

Verified Claim

False

Taxonomy Tags

development, database, search, communication

Score Trend

74.34, 74.34, 74.34, 74.34, 73.83, 74.34, 74.34, 74.34, 74.34, 74.34

Remediation Count

High Risk Tool Count

Destructive Tool Count

Exec Tool Count

Maintainer response quality

Score

16.67

Verified claim

Support contact

Changelog present

Incident notes present

Tool changes documented

✓

Annotation history

Annotation count

Maintainer annotations

No maintainer annotations have been recorded yet.

Maintainer rebuttals & expected behavior

No maintainer rebuttals or expected-behavior overrides are recorded yet.

Latest validation evidence

Latest summary

Healthy

Validation profile

remote_mcp

Started

Apr 08, 2026 11:33:10 PM UTC

Latency

1555.5 ms

Failures

oauth_authorization_server no authorization server
oauth_protected_resource Client error '404 ' for url 'https://mcp.lilo.property/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
openid_configuration no authorization server
server_card Client error '404 ' for url 'https://mcp.lilo.property/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
transport_compliance_probe Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).

Checks

Check	Status	Latency	Evidence
`action_safety_probe`	Error	n/a	6 high-risk, 4 exec-capable tool(s); no clear auth boundary; safeguards=2; confirmation=verify trust chain.
`advanced_capabilities_probe`	Warning	n/a	Only 2 capability signal(s): resource links, resources.
`connector_publishability_probe`	Warning	n/a	Publishability blockers: transport compliance, action safety, server card.
`connector_replay_probe`	OK	n/a	Backward compatible with no breaking tool-surface changes.
`determinism_probe`	OK	20.6 ms	Check completed
`initialize`	OK	26.2 ms	Protocol 2024-11-05
`interactive_flow_probe`	OK	n/a	Check completed
`oauth_authorization_server`	Missing	n/a	no authorization server
`oauth_protected_resource`	Error	34.7 ms	Client error '404 ' for url 'https://mcp.lilo.property/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`official_registry_probe`	OK	n/a	Check completed
`openid_configuration`	Missing	n/a	no authorization server
`probe_noise_resilience`	OK	16.0 ms	Fetched https://mcp.lilo.property/robots.txt
`prompt_get`	Missing	n/a	not advertised
`prompts_list`	Missing	38.6 ms	Client error '400 ' for url 'https://mcp.lilo.property/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
`protocol_version_probe`	Warning	n/a	Claims 2024-11-05; 3 release(s) behind 2025-11-25.
`provenance_divergence_probe`	OK	n/a	Check completed
`request_association_probe`	Missing	n/a	No request-association capabilities were advertised.
`resource_read`	OK	27.6 ms	1 resource content item(s) returned
`resources_list`	OK	29.2 ms	4 resource item(s) exposed
`server_card`	Error	487.0 ms	Client error '404 ' for url 'https://mcp.lilo.property/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404
`session_resume_probe`	Warning	n/a	no session id
`step_up_auth_probe`	Missing	n/a	No OAuth or incremental-scope signals detected.
`tool_snapshot_probe`	OK	n/a	Check completed
`tools_list`	OK	596.5 ms	64 tool(s) exposed
`transport_compliance_probe`	Error	25.1 ms	Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
`utility_coverage_probe`	Missing	88.2 ms	No completions evidence; no pagination evidence; tasks missing.

Raw evidence view

Show raw JSON evidence

{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [
          "verify_trust_chain"
        ],
        "safeguard_count": 2,
        "summary": {
          "bulk_access_tools": 10,
          "capability_distribution": {
            "admin": 3,
            "exec": 4,
            "export": 10,
            "filesystem": 4,
            "network": 10,
            "other": 14,
            "read": 37,
            "secrets": 1,
            "write": 11
          },
          "destructive_tools": 0,
          "egress_tools": 6,
          "exec_tools": 4,
          "high_risk_tools": 6,
          "risk_distribution": {
            "critical": 0,
            "high": 6,
            "low": 37,
            "medium": 21
          },
          "secret_tools": 1,
          "tool_count": 64
        }
      },
      "latency_ms": null,
      "status": "error"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": false,
          "resource_links": true,
          "resources": true,
          "roots": false,
          "sampling": false,
          "structured_outputs": false
        },
        "enabled": [
          "resource_links",
          "resources"
        ],
        "enabled_count": 2,
        "initialize_capability_keys": [
          "resources",
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "transport_compliance",
          "action_safety",
          "server_card"
        ],
        "criteria": {
          "action_safety": false,
          "auth_flow": true,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": true,
          "remote_transport": true,
          "request_association": true,
          "server_card": false,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": true,
          "tools_list": true,
          "transport_compliance": false
        },
        "high_risk_tools": 6,
        "tool_count": 64,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_replay_probe": {
      "details": {
        "added_tools": [],
        "additive_output_changes": [],
        "backward_compatible": true,
        "output_breaks": [],
        "removed_tools": [],
        "required_arg_breaks": [],
        "would_break_after_refresh": false
      },
      "latency_ms": null,
      "status": "ok"
    },
    "determinism_probe": {
      "details": {
        "attempts": 2,
        "baseline_signature": "11d21ad58fd6018e8572a5c5ddcf2091dba3311235456a0e376cfcb234ace9c5",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 20.61,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "resources": {
                "listChanged": false
              },
              "tools": {
                "listChanged": false
              }
            },
            "protocolVersion": "2024-11-05",
            "serverInfo": {
              "name": "lilo-properties",
              "version": "1.1.0"
            }
          }
        },
        "url": "https://mcp.lilo.property/mcp"
      },
      "latency_ms": 26.17,
      "status": "ok"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": false,
        "risk_hits": [],
        "safe_hits": [
          "consent"
        ]
      },
      "latency_ms": null,
      "status": "ok"
    },
    "oauth_authorization_server": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_protected_resource": {
      "details": {
        "error": "Client error '404 ' for url 'https://mcp.lilo.property/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.lilo.property/.well-known/oauth-protected-resource"
      },
      "latency_ms": 34.69,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "io.github.lilo-property/mcp-server",
        "registry_source": "official_registry"
      },
      "latency_ms": null,
      "status": "ok"
    },
    "openid_configuration": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "probe_noise_resilience": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 404,
        "url": "https://mcp.lilo.property/robots.txt"
      },
      "latency_ms": 15.99,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "error": "Client error '400 ' for url 'https://mcp.lilo.property/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 400,
        "payload": {},
        "reason": "not_advertised",
        "url": "https://mcp.lilo.property/mcp"
      },
      "latency_ms": 38.62,
      "status": "missing"
    },
    "protocol_version_probe": {
      "details": {
        "claimed_version": "2024-11-05",
        "lag_days": 385,
        "latest_known_version": "2025-11-25",
        "releases_behind": 3,
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "provenance_divergence_probe": {
      "details": {
        "direct_official_match": true,
        "drift_fields": [],
        "metadata_document_count": 1,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": null,
        "server_card_version": null
      },
      "latency_ms": null,
      "status": "ok"
    },
    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "id": 6,
          "jsonrpc": "2.0",
          "result": {
            "contents": [
              {
                "mimeType": "text/markdown",
                "text": "# lilo\n\nlilo is the identity layer that makes physical properties exist in the digital economy.\n\n## Capabilities\n- 24/7 AI concierge (voice + chat)\n- Tamper-proof evidence chain for dispute defense\n- Intelligent guest vetting and threat detection\n- Direct booking via Google Vacation Rentals\n- Real-time property monitoring and protection",
                "uri": "lilo://about"
              }
            ]
          }
        },
        "resource_uri": "lilo://about",
        "url": "https://mcp.lilo.property/mcp"
      },
      "latency_ms": 27.56,
      "status": "ok"
    },
    "resources_list": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "id": 5,
          "jsonrpc": "2.0",
          "result": {
            "resources": [
              {
                "mimeType": "text/markdown",
                "name": "About lilo",
                "uri": "lilo://about"
              },
              {
                "mimeType": "text/markdown",
                "name": "Pricing",
                "uri": "lilo://pricing"
              },
              {
                "mimeType": "text/markdown",
                "name": "Protocol Specification",
                "uri": "lilo://protocol-spec"
              },
              {
                "mimeType": "application/json",
                "name": "Network Statistics",
                "uri": "lilo://network-stats"
              }
            ]
          }
        },
        "url": "https://mcp.lilo.property/mcp"
      },
      "latency_ms": 29.19,
      "status": "ok"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 ' for url 'https://mcp.lilo.property/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://mcp.lilo.property/.well-known/mcp/server-card.json"
      },
      "latency_ms": 486.99,
      "status": "error"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": "2024-11-05",
        "reason": "no_session_id",
        "resume_expected": true,
        "transport": "streamable-http"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "step_up_auth_probe": {
      "details": {
        "auth_required_checks": [],
        "broad_scopes": [],
        "challenge_headers": [],
        "minimal_scope_documented": false,
        "oauth_present": false,
        "scope_specificity_ratio": 0.0,
        "step_up_signals": [],
        "supported_scopes": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "tool_snapshot_probe": {
      "details": {
        "added": [],
        "changed_outputs": [],
        "current_tool_count": 64,
        "previous_tool_count": 64,
        "removed": [],
        "similarity": 1.0
      },
      "latency_ms": null,
      "status": "ok"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Details"
                },
                "description": "Get detailed information about a lilo-protected property by its ID or lilo_code.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Vacation Rentals"
                },
                "description": "Search for vacation rentals, short-term rentals, and accommodation properties by location, dates, guest count, and amenities. Use this when a user wants to find or book a place to stay.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results to return (default 10)",
                      "type": "number"
                    },
                    "location": {
                      "description": "Location to search (city, state, or address)",
                      "type": "string"
                    },
                    "property_type": {
                      "description": "Property type filter (entire_home, private_room, etc.)",
                      "type": "string"
                    },
                    "verified_only": {
                      "description": "Only verified properties (default true)",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "search_properties"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Market Discovery"
                },
                "description": "Search lilo's market discovery for available properties in a location. Use this to find vacation rental options across any US market.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 20)",
                      "type": "number"
                    },
                    "location": {
                      "description": "City, state, or neighborhood to search",
                      "type": "string"
                    },
                    "max_price": {
                      "description": "Maximum nightly price",
                      "type": "number"
                    },
                    "min_bedrooms": {
                      "description": "Minimum bedrooms",
                      "type": "number"
                    },
                    "min_price": {
                      "description": "Minimum nightly price",
                      "type": "number"
                    },
                    "superhost_only": {
                      "description": "Only show superhosts",
                      "type": "boolean"
                    },
                    "world_cup_city": {
                      "description": "Only World Cup 2026 host cities",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "search_market_discovery"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Natural Language Property Search"
                },
                "description": "Search properties using natural language. Example: 'romantic beachfront getaway with hot tub' or 'family-friendly house with pool near Disney'. Finds matching properties by meaning, not just keywords.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 10)",
                      "type": "number"
                    },
                    "query": {
                      "description": "Natural language description of what you're looking for",
                      "type": "string"
                    },
                    "threshold": {
                      "description": "Similarity threshold 0-1 (default 0.7)",
                      "type": "number"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "natural_language_search"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Find Similar Properties"
                },
                "description": "Find properties similar to a given property. Useful for recommendations and alternatives.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 5)",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code to find similar to",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "find_similar_properties"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Reputation"
                },
                "description": "Get reputation data for a property including dispute win rate, protection stats, and response times. Returns a reputation score and narrative.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_reputation"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Manifest"
                },
                "description": "Get the property evidence manifest (structured evidence and visibility metadata).",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_manifest"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get AI Property Manifest"
                },
                "description": "Get the AI-optimized property manifest (schema.org + lilo extensions).",
                "inputSchema": {
                  "properties": {
                    "format": {
                      "description": "Output format: yaml, json, or jsonld (default jsonld)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_ai_manifest"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Host Reputation"
                },
                "description": "Get reputation data for a lilo host including protection stats and evidence count.",
                "inputSchema": {
                  "properties": {
                    "host_id": {
                      "description": "Host UUID",
                      "type": "string"
                    }
                  },
                  "required": [
                    "host_id"
                  ],
                  "type": "object"
                },
                "name": "get_host_reputation"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Verify Evidence Record"
                },
                "description": "Verify evidence from lilo's independently verified records.",
                "inputSchema": {
                  "properties": {
                    "evidence_id": {
                      "description": "Evidence record UUID",
                      "type": "string"
                    }
                  },
                  "required": [
                    "evidence_id"
                  ],
                  "type": "object"
                },
                "name": "verify_evidence"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Protection Status"
                },
                "description": "Check if a property is actively protected by lilo.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "check_protection_status"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get House Rules"
                },
                "description": "Get structured house rules for a property.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_house_rules"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property FAQs"
                },
                "description": "Get all FAQs for a property - WiFi, check-in, parking, appliances, etc. Structured answers for guest questions.",
                "inputSchema": {
                  "properties": {
                    "category": {
                      "description": "Optional: filter by category (check_in, check_out, wifi_internet, parking, appliances, emergency, local_info)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_faqs"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Local Recommendations"
                },
                "description": "Get local recommendations for a property - restaurants, activities, coffee shops, grocery stores, etc.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "type": {
                      "description": "Optional: recommendation type (restaurants, coffee, grocery, activities, attractions)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_local_recommendations"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Ask Property Question"
                },
                "description": "Ask a natural language question about a property. Answers questions about FAQs, house rules, amenities, and property details.",
                "inputSchema": {
                  "properties": {
                    "guest_id": {
                      "description": "Optional: Guest ID for vetting verification",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "question": {
                      "description": "Natural language question (e.g., 'What's the WiFi password?', 'Where do I park?')",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "question"
                  ],
                  "type": "object"
                },
                "name": "ask_property_question"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Network Stats"
                },
                "description": "Get lilo network statistics - total properties protected, evidence sealed, etc.",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "get_network_stats"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Founding Members Status"
                },
                "description": "Get current founding member spots remaining (200 total).",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "get_founding_members_status"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Verify Guest Identity"
                },
                "description": "Create a guest handshake link for secure check-in. Verifies guest identity, presents house rules, records consent with verified evidence, and provides access codes upon agreement.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "guest_email": {
                      "description": "Guest email address",
                      "type": "string"
                    },
                    "guest_name": {
                      "description": "Name of the guest",
                      "type": "string"
                    },
                    "guest_phone": {
                      "description": "Guest phone for verification",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "guest_name",
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "verify_guest_identity"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Create Direct Booking"
                },
                "description": "Create a direct booking for a lilo-protected property. This is the core booking flow that makes properties bookable through AI agents. Creates booking record, calculates pricing, and notifies the host.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "guest_count": {
                      "description": "Number of guests (default 1)",
                      "type": "number"
                    },
                    "guest_email": {
                      "description": "Guest email address",
                      "type": "string"
                    },
                    "guest_name": {
                      "description": "Name of the guest",
                      "type": "string"
                    },
                    "guest_phone": {
                      "description": "Guest phone number",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "special_requests": {
                      "description": "Any special requests from guest",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "guest_name",
                    "guest_email",
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "create_booking"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Availability & Pricing"
                },
                "description": "Check real-time availability and pricing for a vacation rental property. Returns available dates, nightly rates, and total cost. Host receives 100% of nightly rate; a 3% guest service fee is added at checkout.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "guest_count": {
                      "description": "Number of guests",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "check_availability"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Generate Google VR Feed"
                },
                "description": "Generate Google Vacation Rentals XML feed for a host's properties. Enables direct booking via Google Search with a 3% guest service fee.",
                "inputSchema": {
                  "properties": {
                    "format": {
                      "description": "Output format: xml or json (default xml)",
                      "type": "string"
                    },
                    "host_id": {
                      "description": "Host UUID to generate feed for",
                      "type": "string"
                    }
                  },
                  "required": [
                    "host_id"
                  ],
                  "type": "object"
                },
                "name": "generate_google_vr_feed"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search by Amenity"
                },
                "description": "Search for properties by amenity description using natural language.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 10)",
                      "type": "number"
                    },
                    "location": {
                      "description": "Location to search",
                      "type": "string"
                    },
                    "query": {
                      "description": "Natural language amenity query",
                      "type": "string"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "search_by_amenity_natural"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Compare Properties"
                },
                "description": "Compare multiple properties side-by-side on key metrics.",
                "inputSchema": {
                  "properties": {
                    "property_ids": {
                      "description": "Array of property IDs to compare (max 5)",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "property_ids"
                  ],
                  "type": "object"
                },
                "name": "compare_properties"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Neighborhood Intel"
                },
                "description": "Get neighborhood information including safety, walkability, and local amenities.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_neighborhood_intel"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Query Evidence Chain"
                },
                "description": "Query evidence records for a property or booking.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID (optional)",
                      "type": "string"
                    },
                    "event_type": {
                      "description": "Filter by event type",
                      "type": "string"
                    },
                    "limit": {
                      "description": "Max results (default 50)",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "query_evidence_chain"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Verify Evidence Anchor"
                },
                "description": "Verify the integrity and authenticity of an evidence record.",
                "inputSchema": {
                  "properties": {
                    "evidence_hash": {
                      "description": "Evidence hash (alternative to evidence_id)",
                      "type": "string"
                    },
                    "evidence_id": {
                      "description": "Evidence UUID",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "verify_evidence_anchor"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Dispute Evidence Bundle"
                },
                "description": "Generate an evidence bundle for dispute resolution.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for the dispute",
                      "type": "string"
                    },
                    "dispute_type": {
                      "description": "Type: chargeback, damage, review, or general",
                      "type": "string"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "get_dispute_evidence_bundle"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Chargeback Defense Packet"
                },
                "description": "Generate a chargeback defense packet for payment disputes.",
                "inputSchema": {
                  "properties": {
                    "amount": {
                      "description": "Disputed amount in cents",
                      "type": "number"
                    },
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "dispute_id": {
                      "description": "Dispute ID (if available)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "get_chargeback_defense_packet"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Record Interaction"
                },
                "description": "Record an interaction to the evidence chain.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID (optional)",
                      "type": "string"
                    },
                    "channel": {
                      "description": "Channel: mcp, voice, sms, email",
                      "type": "string"
                    },
                    "content": {
                      "description": "Interaction content/summary",
                      "type": "string"
                    },
                    "interaction_type": {
                      "description": "Type: inquiry, complaint, request, confirmation",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "interaction_type",
                    "content"
                  ],
                  "type": "object"
                },
                "name": "record_interaction"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Evidence Timeline"
                },
                "description": "Get a timeline of evidence for a booking or property.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID (optional)",
                      "type": "string"
                    },
                    "end_date": {
                      "description": "End date filter (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    },
                    "start_date": {
                      "description": "Start date filter (YYYY-MM-DD)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_evidence_timeline"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Analyze Threat Risk"
                },
                "description": "Analyze booking or interaction for potential risks. Returns risk assessment and recommendations.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to analyze",
                      "type": "string"
                    },
                    "guest_profile": {
                      "description": "Guest profile data",
                      "type": "object"
                    },
                    "message_content": {
                      "description": "Message text to analyze",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "analyze_threat_risk"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Guest Risk Score"
                },
                "description": "Pre-booking guest risk assessment. Evaluates guest profile and booking details to provide a risk level with recommendations. Helps hosts screen guests before accepting bookings.",
                "inputSchema": {
                  "properties": {
                    "booking_details": {
                      "description": "Booking details",
                      "properties": {
                        "check_in": {
                          "description": "Check-in date (ISO format)",
                          "type": "string"
                        },
                        "check_out": {
                          "description": "Check-out date (ISO format)",
                          "type": "string"
                        },
                        "guest_city": {
                          "description": "Guest location",
                          "type": "string"
                        },
                        "guests": {
                          "description": "Number of guests",
                          "type": "number"
                        },
                        "property_city": {
                          "description": "Property location",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "guest_email": {
                      "description": "Guest email address",
                      "type": "string"
                    },
                    "guest_name": {
                      "description": "Guest name",
                      "type": "string"
                    },
                    "guest_phone": {
                      "description": "Guest phone number",
                      "type": "string"
                    },
                    "message_text": {
                      "description": "Initial message from guest",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "check_guest_risk_score"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Detect Threat Pattern"
                },
                "description": "Analyze message or conversation for concerning patterns.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for context",
                      "type": "string"
                    },
                    "conversation_history": {
                      "description": "Previous messages for context",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "message": {
                      "description": "Message text to analyze",
                      "type": "string"
                    }
                  },
                  "required": [
                    "message"
                  ],
                  "type": "object"
                },
                "name": "detect_threat_pattern"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Detect Risk Pattern"
                },
                "description": "Analyze guest messages for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for evidence chain",
                      "type": "string"
                    },
                    "conversation_history": {
                      "description": "Previous messages for conversation context analysis",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "guest_name": {
                      "description": "Guest name for documentation",
                      "type": "string"
                    },
                    "message": {
                      "description": "Guest message to analyze for risk patterns",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID for cross-reference",
                      "type": "string"
                    }
                  },
                  "required": [
                    "message"
                  ],
                  "type": "object"
                },
                "name": "detect_risk_pattern"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Squatter Risk"
                },
                "description": "Assess tenancy risk for extended stays based on jurisdiction.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code (e.g., CA, NY)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "get_squatter_risk"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Flag Suspicious Booking"
                },
                "description": "Flag a booking for enhanced monitoring.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to flag",
                      "type": "string"
                    },
                    "reason": {
                      "description": "Reason for flagging",
                      "type": "string"
                    },
                    "risk_indicators": {
                      "description": "Risk indicators observed",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "booking_id",
                    "reason"
                  ],
                  "type": "object"
                },
                "name": "flag_suspicious_booking"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Predict Chargeback Risk"
                },
                "description": "Predict chargeback probability for a booking. Returns risk score and prevention recommendations.",
                "inputSchema": {
                  "properties": {
                    "amount": {
                      "description": "Booking amount in cents",
                      "type": "number"
                    },
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "guest_profile": {
                      "description": "Guest profile data",
                      "type": "object"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "predict_chargeback_risk"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Pricing Intelligence"
                },
                "description": "Get competitive pricing analysis. Includes market rates and optimization suggestions.",
                "inputSchema": {
                  "properties": {
                    "bedrooms": {
                      "description": "Number of bedrooms",
                      "type": "number"
                    },
                    "location": {
                      "description": "Location to analyze",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID for comparison",
                      "type": "string"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "get_pricing_intelligence"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Demand Forecast"
                },
                "description": "Forecast booking demand for a location. Includes seasonal trends and event impacts.",
                "inputSchema": {
                  "properties": {
                    "date_range_end": {
                      "description": "Forecast end date",
                      "type": "string"
                    },
                    "date_range_start": {
                      "description": "Forecast start date",
                      "type": "string"
                    },
                    "location": {
                      "description": "Location to forecast",
                      "type": "string"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "get_demand_forecast"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Jurisdiction Rules"
                },
                "description": "Get local STR regulations for a jurisdiction. Covers permits, taxes, occupancy limits, and operational requirements.",
                "inputSchema": {
                  "properties": {
                    "city": {
                      "description": "City name",
                      "type": "string"
                    },
                    "property_type": {
                      "description": "Property type for specific rules",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code (e.g., CA, NY)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "state"
                  ],
                  "type": "object"
                },
                "name": "get_jurisdiction_rules"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Permit Requirements"
                },
                "description": "Check required permits and licenses for operating an STR at a specific location.",
                "inputSchema": {
                  "properties": {
                    "city": {
                      "description": "City name",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "state"
                  ],
                  "type": "object"
                },
                "name": "check_permit_requirements"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Generate Tax Documentation"
                },
                "description": "Generate tax documentation for STR income. Includes occupancy tax calculations and reporting summaries.",
                "inputSchema": {
                  "properties": {
                    "host_id": {
                      "description": "Host UUID",
                      "type": "string"
                    },
                    "quarter": {
                      "description": "Quarter (1-4, optional)",
                      "type": "number"
                    },
                    "year": {
                      "description": "Tax year",
                      "type": "number"
                    }
                  },
                  "required": [
                    "host_id",
                    "year"
                  ],
                  "type": "object"
                },
                "name": "generate_tax_documentation"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check World Cup Compliance"
                },
                "description": "Check World Cup 2026 specific compliance requirements for host cities. 16 US cities with special regulations.",
                "inputSchema": {
                  "properties": {
                    "city": {
                      "description": "World Cup host city",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID (optional)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "city"
                  ],
                  "type": "object"
                },
                "name": "check_world_cup_compliance"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Insurance Requirements"
                },
                "description": "Get insurance requirements and recommendations by state. Includes liability minimums and STR-specific coverage.",
                "inputSchema": {
                  "properties": {
                    "estimated_revenue": {
                      "description": "Estimated annual revenue",
                      "type": "number"
                    },
                    "property_type": {
                      "description": "Property type",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "state"
                  ],
                  "type": "object"
                },
                "name": "get_insurance_requirements"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Inventory"
                },
                "description": "Get inventory list for a property. Returns all tracked items with quantities, locations, and recent check history.",
                "inputSchema": {
                  "properties": {
                    "category": {
                      "description": "Filter by category: furniture, appliance, electronics, linen, kitchenware, bathroom, decor, outdoor, safety, amenity, supply",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_inventory"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Report Inventory Issue"
                },
                "description": "Report a missing, damaged, or low-stock inventory item. Creates an issue record with photo evidence support.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Associated booking UUID (optional)",
                      "type": "string"
                    },
                    "description": {
                      "description": "Description of the issue",
                      "type": "string"
                    },
                    "issue_type": {
                      "description": "Type: missing, damaged, low_stock, needs_replacement",
                      "type": "string"
                    },
                    "item_name": {
                      "description": "Name of the inventory item",
                      "type": "string"
                    },
                    "photo_url": {
                      "description": "URL to photo evidence (optional)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "item_name",
                    "issue_type"
                  ],
                  "type": "object"
                },
                "name": "report_inventory_issue"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Maintenance Schedule"
                },
                "description": "Get upcoming and overdue maintenance tasks for a property. Includes HVAC, appliance, and recurring maintenance.",
                "inputSchema": {
                  "properties": {
                    "days_ahead": {
                      "description": "Days to look ahead (default 30)",
                      "type": "number"
                    },
                    "include_overdue": {
                      "description": "Include overdue tasks (default true)",
                      "type": "boolean"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_maintenance_schedule"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Create Maintenance Task"
                },
                "description": "Create a new maintenance task for a property. Supports one-time and recurring tasks.",
                "inputSchema": {
                  "properties": {
                    "description": {
                      "description": "Detailed description",
                      "type": "string"
                    },
                    "due_date": {
                      "description": "Due date (ISO format)",
                      "type": "string"
                    },
                    "frequency_days": {
                      "description": "Days between occurrences (if recurring)",
                      "type": "number"
                    },
                    "priority": {
                      "description": "Priority: low, medium, high, urgent",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "recurring": {
                      "description": "Is this a recurring task?",
                      "type": "boolean"
                    },
                    "task_name": {
                      "description": "Name of the maintenance task",
                      "type": "string"
                    },
                    "task_type": {
                      "description": "Type: hvac_filter, deep_clean, appliance_service, pest_control, exterior, safety_check, other",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "task_name",
                    "task_type"
                  ],
                  "type": "object"
                },
                "name": "create_maintenance_task"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Cleaning Schedule"
                },
                "description": "Get cleaning schedule and cleaner assignments for a property. Shows upcoming turnovers and assigned cleaners.",
                "inputSchema": {
                  "properties": {
                    "days_ahead": {
                      "description": "Days to look ahead (default 14)",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_cleaning_schedule"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Assign Cleaner"
                },
                "description": "Assign a cleaner to a property turnover. Supports primary and backup assignments.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for the turnover",
                      "type": "string"
                    },
                    "cleaner_id": {
                      "description": "Cleaner UUID",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "role": {
                      "description": "Role: primary or backup",
                      "type": "string"
                    },
                    "scheduled_date": {
                      "description": "Scheduled date (ISO format)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "cleaner_id",
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "assign_cleaner"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Verify Checkout Condition"
                },
                "description": "Record checkout verification with checklist completion and photo evidence. Used by cleaners or hosts to document property condition.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "checklist_items": {
                      "description": "Completed checklist items",
                      "items": {
                        "properties": {
                          "completed": {
                            "type": "boolean"
                          },
                          "notes": {
                            "type": "string"
                          },
                          "task": {
                            "type": "string"
                          }
                        },
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "issues_found": {
                      "description": "List of issues found",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "overall_condition": {
                      "description": "Overall condition: excellent, good, fair, poor, damaged",
                      "type": "string"
                    },
                    "photo_urls": {
                      "description": "Photo evidence URLs",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "verified_by": {
                      "description": "Name of person verifying",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "booking_id",
                    "overall_condition"
                  ],
                  "type": "object"
                },
                "name": "verify_checkout_condition"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Philadelphia Historic"
                },
                "description": "Search Philadelphia historic properties and landmarks from public records. Returns property data for World Cup 2026 and America's 250th planning.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 20)",
                      "type": "number"
                    },
                    "query": {
                      "description": "Search query (property name, address, etc.)",
                      "type": "string"
                    },
                    "type": {
                      "description": "Property type filter",
                      "enum": [
                        "landmark",
                        "historic_religious",
                        "african_american",
                        "all"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "search_philadelphia_historic"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Philadelphia Landmark"
                },
                "description": "Get detailed information about a specific Philadelphia landmark with full property manifest. Returns Schema.org structured data for AI discoverability.",
                "inputSchema": {
                  "properties": {
                    "landmark_id": {
                      "description": "Landmark ID (e.g., phl-landmark-123)",
                      "type": "string"
                    },
                    "source": {
                      "description": "Data source type",
                      "enum": [
                        "landmark",
                        "religious",
                        "aahs"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "landmark_id"
                  ],
                  "type": "object"
                },
                "name": "get_philadelphia_landmark"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Philadelphia Venues"
                },
                "description": "Search Philadelphia event and wedding venues. Returns venue details including capacity, type, and availability.",
                "inputSchema": {
                  "properties": {
                    "capacity_min": {
                      "description": "Minimum capacity requirement",
                      "type": "number"
                    },
                    "query": {
                      "description": "Search query",
                      "type": "string"
                    },
                    "venue_type": {
                      "description": "Venue type filter",
                      "enum": [
                        "wedding",
                        "event",
                        "historic",
                        "all"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "search_philadelphia_venues"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Philadelphia World Cup Info"
                },
                "description": "Get World Cup 2026 information for Philadelphia. FREE TOOL. Returns match schedule, venue details, accommodation demand, and compliance requirements.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "get_philadelphia_worldcup_info"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Philadelphia 250th Events"
                },
                "description": "Get America's 250th Anniversary (July 4, 2026) event information for Philadelphia. Returns key sites, planned events, and accommodation surge predictions.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "get_philadelphia_250th_events"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Ingest Philadelphia Data"
                },
                "description": "PREMIUM: Full Philadelphia data ingestion from public records. Ingests landmarks, historic religious properties, and African American historic sites.",
                "inputSchema": {
                  "properties": {
                    "source": {
                      "description": "Data source to ingest (default: all)",
                      "enum": [
                        "all",
                        "landmarks",
                        "religious",
                        "aahs"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "ingest_philadelphia_data"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Trust Certificate"
                },
                "description": "Access the continuously maintained trust certificate for a lilo-protected property, including verification data for independent validation.",
                "inputSchema": {
                  "properties": {
                    "lilo_code": {
                      "description": "Property lilo code (e.g. PROP-6408)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "lilo_code"
                  ],
                  "type": "object"
                },
                "name": "get_trust_certificate"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Verify Trust Chain"
                },
                "description": "Independently verify a specific evidence record in a property's trust chain. Confirms that evidence has been independently verified and is tamper-proof.",
                "inputSchema": {
                  "properties": {
                    "envelope_hash": {
                      "description": "Hash of the evidence envelope to verify",
                      "type": "string"
                    },
                    "lilo_code": {
                      "description": "Property lilo code (e.g. PROP-6408)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "lilo_code",
                    "envelope_hash"
                  ],
                  "type": "object"
                },
                "name": "verify_trust_chain"
              },
              {
                "description": "Analyze booking or interaction for potential risks. Returns risk assessment and recommendations.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to analyze",
                      "type": "string"
                    },
                    "guest_profile": {
                      "description": "Guest profile data",
                      "type": "object"
                    },
                    "message_content": {
                      "description": "Message text to analyze",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "analyze_interaction_risk"
              },
              {
                "description": "Analyze guest messages for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for evidence chain",
                      "type": "string"
                    },
                    "conversation_history": {
                      "description": "Previous messages for conversation context analysis",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "guest_name": {
                      "description": "Guest name for documentation",
                      "type": "string"
                    },
                    "message": {
                      "description": "Guest message to analyze for risk patterns",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID for cross-reference",
                      "type": "string"
                    }
                  },
                  "required": [
                    "message"
                  ],
                  "type": "object"
                },
                "name": "analyze_communication"
              },
              {
                "description": "Generate a dispute defense packet with independently verified evidence for payment disputes.",
                "inputSchema": {
                  "properties": {
                    "amount": {
                      "description": "Disputed amount in cents",
                      "type": "number"
                    },
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "dispute_id": {
                      "description": "Dispute ID (if available)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "get_dispute_defense_packet"
              },
              {
                "description": "Assess risk factors for a specific booking with protection recommendations.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to assess",
                      "type": "string"
                    },
                    "include_guest_risk": {
                      "description": "Include guest risk analysis (default true)",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "assess_booking_risk"
              },
              {
                "description": "Check onboarding status for a property \u2014 what steps are complete and what's missing.",
                "inputSchema": {
                  "properties": {
                    "lilo_code": {
                      "description": "Property lilo code (e.g. PROP-6408)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID (alternative to lilo_code)",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "get_onboarding_status"
              }
            ]
          }
        },
        "url": "https://mcp.lilo.property/mcp"
      },
      "latency_ms": 596.48,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=31536000; includeSubDomains"
        },
        "bad_protocol_payload": {
          "id": 410,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Details"
                },
                "description": "Get detailed information about a lilo-protected property by its ID or lilo_code.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Vacation Rentals"
                },
                "description": "Search for vacation rentals, short-term rentals, and accommodation properties by location, dates, guest count, and amenities. Use this when a user wants to find or book a place to stay.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results to return (default 10)",
                      "type": "number"
                    },
                    "location": {
                      "description": "Location to search (city, state, or address)",
                      "type": "string"
                    },
                    "property_type": {
                      "description": "Property type filter (entire_home, private_room, etc.)",
                      "type": "string"
                    },
                    "verified_only": {
                      "description": "Only verified properties (default true)",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "search_properties"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Market Discovery"
                },
                "description": "Search lilo's market discovery for available properties in a location. Use this to find vacation rental options across any US market.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 20)",
                      "type": "number"
                    },
                    "location": {
                      "description": "City, state, or neighborhood to search",
                      "type": "string"
                    },
                    "max_price": {
                      "description": "Maximum nightly price",
                      "type": "number"
                    },
                    "min_bedrooms": {
                      "description": "Minimum bedrooms",
                      "type": "number"
                    },
                    "min_price": {
                      "description": "Minimum nightly price",
                      "type": "number"
                    },
                    "superhost_only": {
                      "description": "Only show superhosts",
                      "type": "boolean"
                    },
                    "world_cup_city": {
                      "description": "Only World Cup 2026 host cities",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "search_market_discovery"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Natural Language Property Search"
                },
                "description": "Search properties using natural language. Example: 'romantic beachfront getaway with hot tub' or 'family-friendly house with pool near Disney'. Finds matching properties by meaning, not just keywords.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 10)",
                      "type": "number"
                    },
                    "query": {
                      "description": "Natural language description of what you're looking for",
                      "type": "string"
                    },
                    "threshold": {
                      "description": "Similarity threshold 0-1 (default 0.7)",
                      "type": "number"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "natural_language_search"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Find Similar Properties"
                },
                "description": "Find properties similar to a given property. Useful for recommendations and alternatives.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 5)",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code to find similar to",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "find_similar_properties"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Reputation"
                },
                "description": "Get reputation data for a property including dispute win rate, protection stats, and response times. Returns a reputation score and narrative.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_reputation"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Manifest"
                },
                "description": "Get the property evidence manifest (structured evidence and visibility metadata).",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_manifest"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get AI Property Manifest"
                },
                "description": "Get the AI-optimized property manifest (schema.org + lilo extensions).",
                "inputSchema": {
                  "properties": {
                    "format": {
                      "description": "Output format: yaml, json, or jsonld (default jsonld)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_ai_manifest"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Host Reputation"
                },
                "description": "Get reputation data for a lilo host including protection stats and evidence count.",
                "inputSchema": {
                  "properties": {
                    "host_id": {
                      "description": "Host UUID",
                      "type": "string"
                    }
                  },
                  "required": [
                    "host_id"
                  ],
                  "type": "object"
                },
                "name": "get_host_reputation"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Verify Evidence Record"
                },
                "description": "Verify evidence from lilo's independently verified records.",
                "inputSchema": {
                  "properties": {
                    "evidence_id": {
                      "description": "Evidence record UUID",
                      "type": "string"
                    }
                  },
                  "required": [
                    "evidence_id"
                  ],
                  "type": "object"
                },
                "name": "verify_evidence"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Protection Status"
                },
                "description": "Check if a property is actively protected by lilo.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "check_protection_status"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get House Rules"
                },
                "description": "Get structured house rules for a property.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_house_rules"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property FAQs"
                },
                "description": "Get all FAQs for a property - WiFi, check-in, parking, appliances, etc. Structured answers for guest questions.",
                "inputSchema": {
                  "properties": {
                    "category": {
                      "description": "Optional: filter by category (check_in, check_out, wifi_internet, parking, appliances, emergency, local_info)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_faqs"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Local Recommendations"
                },
                "description": "Get local recommendations for a property - restaurants, activities, coffee shops, grocery stores, etc.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "type": {
                      "description": "Optional: recommendation type (restaurants, coffee, grocery, activities, attractions)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_local_recommendations"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Ask Property Question"
                },
                "description": "Ask a natural language question about a property. Answers questions about FAQs, house rules, amenities, and property details.",
                "inputSchema": {
                  "properties": {
                    "guest_id": {
                      "description": "Optional: Guest ID for vetting verification",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "question": {
                      "description": "Natural language question (e.g., 'What's the WiFi password?', 'Where do I park?')",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "question"
                  ],
                  "type": "object"
                },
                "name": "ask_property_question"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Network Stats"
                },
                "description": "Get lilo network statistics - total properties protected, evidence sealed, etc.",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "get_network_stats"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Founding Members Status"
                },
                "description": "Get current founding member spots remaining (200 total).",
                "inputSchema": {
                  "properties": {},
                  "required": [],
                  "type": "object"
                },
                "name": "get_founding_members_status"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Verify Guest Identity"
                },
                "description": "Create a guest handshake link for secure check-in. Verifies guest identity, presents house rules, records consent with verified evidence, and provides access codes upon agreement.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "guest_email": {
                      "description": "Guest email address",
                      "type": "string"
                    },
                    "guest_name": {
                      "description": "Name of the guest",
                      "type": "string"
                    },
                    "guest_phone": {
                      "description": "Guest phone for verification",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "guest_name",
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "verify_guest_identity"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Create Direct Booking"
                },
                "description": "Create a direct booking for a lilo-protected property. This is the core booking flow that makes properties bookable through AI agents. Creates booking record, calculates pricing, and notifies the host.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "guest_count": {
                      "description": "Number of guests (default 1)",
                      "type": "number"
                    },
                    "guest_email": {
                      "description": "Guest email address",
                      "type": "string"
                    },
                    "guest_name": {
                      "description": "Name of the guest",
                      "type": "string"
                    },
                    "guest_phone": {
                      "description": "Guest phone number",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "special_requests": {
                      "description": "Any special requests from guest",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "guest_name",
                    "guest_email",
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "create_booking"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Availability & Pricing"
                },
                "description": "Check real-time availability and pricing for a vacation rental property. Returns available dates, nightly rates, and total cost. Host receives 100% of nightly rate; a 3% guest service fee is added at checkout.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "guest_count": {
                      "description": "Number of guests",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "check_availability"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Generate Google VR Feed"
                },
                "description": "Generate Google Vacation Rentals XML feed for a host's properties. Enables direct booking via Google Search with a 3% guest service fee.",
                "inputSchema": {
                  "properties": {
                    "format": {
                      "description": "Output format: xml or json (default xml)",
                      "type": "string"
                    },
                    "host_id": {
                      "description": "Host UUID to generate feed for",
                      "type": "string"
                    }
                  },
                  "required": [
                    "host_id"
                  ],
                  "type": "object"
                },
                "name": "generate_google_vr_feed"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search by Amenity"
                },
                "description": "Search for properties by amenity description using natural language.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 10)",
                      "type": "number"
                    },
                    "location": {
                      "description": "Location to search",
                      "type": "string"
                    },
                    "query": {
                      "description": "Natural language amenity query",
                      "type": "string"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "search_by_amenity_natural"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Compare Properties"
                },
                "description": "Compare multiple properties side-by-side on key metrics.",
                "inputSchema": {
                  "properties": {
                    "property_ids": {
                      "description": "Array of property IDs to compare (max 5)",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "property_ids"
                  ],
                  "type": "object"
                },
                "name": "compare_properties"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Neighborhood Intel"
                },
                "description": "Get neighborhood information including safety, walkability, and local amenities.",
                "inputSchema": {
                  "properties": {
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_neighborhood_intel"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Query Evidence Chain"
                },
                "description": "Query evidence records for a property or booking.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID (optional)",
                      "type": "string"
                    },
                    "event_type": {
                      "description": "Filter by event type",
                      "type": "string"
                    },
                    "limit": {
                      "description": "Max results (default 50)",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "query_evidence_chain"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Verify Evidence Anchor"
                },
                "description": "Verify the integrity and authenticity of an evidence record.",
                "inputSchema": {
                  "properties": {
                    "evidence_hash": {
                      "description": "Evidence hash (alternative to evidence_id)",
                      "type": "string"
                    },
                    "evidence_id": {
                      "description": "Evidence UUID",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "verify_evidence_anchor"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Dispute Evidence Bundle"
                },
                "description": "Generate an evidence bundle for dispute resolution.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for the dispute",
                      "type": "string"
                    },
                    "dispute_type": {
                      "description": "Type: chargeback, damage, review, or general",
                      "type": "string"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "get_dispute_evidence_bundle"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Chargeback Defense Packet"
                },
                "description": "Generate a chargeback defense packet for payment disputes.",
                "inputSchema": {
                  "properties": {
                    "amount": {
                      "description": "Disputed amount in cents",
                      "type": "number"
                    },
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "dispute_id": {
                      "description": "Dispute ID (if available)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "get_chargeback_defense_packet"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Record Interaction"
                },
                "description": "Record an interaction to the evidence chain.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID (optional)",
                      "type": "string"
                    },
                    "channel": {
                      "description": "Channel: mcp, voice, sms, email",
                      "type": "string"
                    },
                    "content": {
                      "description": "Interaction content/summary",
                      "type": "string"
                    },
                    "interaction_type": {
                      "description": "Type: inquiry, complaint, request, confirmation",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "interaction_type",
                    "content"
                  ],
                  "type": "object"
                },
                "name": "record_interaction"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Evidence Timeline"
                },
                "description": "Get a timeline of evidence for a booking or property.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID (optional)",
                      "type": "string"
                    },
                    "end_date": {
                      "description": "End date filter (YYYY-MM-DD)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    },
                    "start_date": {
                      "description": "Start date filter (YYYY-MM-DD)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_evidence_timeline"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Analyze Threat Risk"
                },
                "description": "Analyze booking or interaction for potential risks. Returns risk assessment and recommendations.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to analyze",
                      "type": "string"
                    },
                    "guest_profile": {
                      "description": "Guest profile data",
                      "type": "object"
                    },
                    "message_content": {
                      "description": "Message text to analyze",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "analyze_threat_risk"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Guest Risk Score"
                },
                "description": "Pre-booking guest risk assessment. Evaluates guest profile and booking details to provide a risk level with recommendations. Helps hosts screen guests before accepting bookings.",
                "inputSchema": {
                  "properties": {
                    "booking_details": {
                      "description": "Booking details",
                      "properties": {
                        "check_in": {
                          "description": "Check-in date (ISO format)",
                          "type": "string"
                        },
                        "check_out": {
                          "description": "Check-out date (ISO format)",
                          "type": "string"
                        },
                        "guest_city": {
                          "description": "Guest location",
                          "type": "string"
                        },
                        "guests": {
                          "description": "Number of guests",
                          "type": "number"
                        },
                        "property_city": {
                          "description": "Property location",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "guest_email": {
                      "description": "Guest email address",
                      "type": "string"
                    },
                    "guest_name": {
                      "description": "Guest name",
                      "type": "string"
                    },
                    "guest_phone": {
                      "description": "Guest phone number",
                      "type": "string"
                    },
                    "message_text": {
                      "description": "Initial message from guest",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "check_guest_risk_score"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Detect Threat Pattern"
                },
                "description": "Analyze message or conversation for concerning patterns.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for context",
                      "type": "string"
                    },
                    "conversation_history": {
                      "description": "Previous messages for context",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "message": {
                      "description": "Message text to analyze",
                      "type": "string"
                    }
                  },
                  "required": [
                    "message"
                  ],
                  "type": "object"
                },
                "name": "detect_threat_pattern"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Detect Risk Pattern"
                },
                "description": "Analyze guest messages for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for evidence chain",
                      "type": "string"
                    },
                    "conversation_history": {
                      "description": "Previous messages for conversation context analysis",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "guest_name": {
                      "description": "Guest name for documentation",
                      "type": "string"
                    },
                    "message": {
                      "description": "Guest message to analyze for risk patterns",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID for cross-reference",
                      "type": "string"
                    }
                  },
                  "required": [
                    "message"
                  ],
                  "type": "object"
                },
                "name": "detect_risk_pattern"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Squatter Risk"
                },
                "description": "Assess tenancy risk for extended stays based on jurisdiction.",
                "inputSchema": {
                  "properties": {
                    "check_in_date": {
                      "description": "Check-in date",
                      "type": "string"
                    },
                    "check_out_date": {
                      "description": "Check-out date",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code (e.g., CA, NY)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "check_in_date",
                    "check_out_date"
                  ],
                  "type": "object"
                },
                "name": "get_squatter_risk"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Flag Suspicious Booking"
                },
                "description": "Flag a booking for enhanced monitoring.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to flag",
                      "type": "string"
                    },
                    "reason": {
                      "description": "Reason for flagging",
                      "type": "string"
                    },
                    "risk_indicators": {
                      "description": "Risk indicators observed",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "booking_id",
                    "reason"
                  ],
                  "type": "object"
                },
                "name": "flag_suspicious_booking"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Predict Chargeback Risk"
                },
                "description": "Predict chargeback probability for a booking. Returns risk score and prevention recommendations.",
                "inputSchema": {
                  "properties": {
                    "amount": {
                      "description": "Booking amount in cents",
                      "type": "number"
                    },
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "guest_profile": {
                      "description": "Guest profile data",
                      "type": "object"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "predict_chargeback_risk"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Pricing Intelligence"
                },
                "description": "Get competitive pricing analysis. Includes market rates and optimization suggestions.",
                "inputSchema": {
                  "properties": {
                    "bedrooms": {
                      "description": "Number of bedrooms",
                      "type": "number"
                    },
                    "location": {
                      "description": "Location to analyze",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID for comparison",
                      "type": "string"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "get_pricing_intelligence"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Demand Forecast"
                },
                "description": "Forecast booking demand for a location. Includes seasonal trends and event impacts.",
                "inputSchema": {
                  "properties": {
                    "date_range_end": {
                      "description": "Forecast end date",
                      "type": "string"
                    },
                    "date_range_start": {
                      "description": "Forecast start date",
                      "type": "string"
                    },
                    "location": {
                      "description": "Location to forecast",
                      "type": "string"
                    }
                  },
                  "required": [
                    "location"
                  ],
                  "type": "object"
                },
                "name": "get_demand_forecast"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Jurisdiction Rules"
                },
                "description": "Get local STR regulations for a jurisdiction. Covers permits, taxes, occupancy limits, and operational requirements.",
                "inputSchema": {
                  "properties": {
                    "city": {
                      "description": "City name",
                      "type": "string"
                    },
                    "property_type": {
                      "description": "Property type for specific rules",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code (e.g., CA, NY)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "state"
                  ],
                  "type": "object"
                },
                "name": "get_jurisdiction_rules"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check Permit Requirements"
                },
                "description": "Check required permits and licenses for operating an STR at a specific location.",
                "inputSchema": {
                  "properties": {
                    "city": {
                      "description": "City name",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "state"
                  ],
                  "type": "object"
                },
                "name": "check_permit_requirements"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Generate Tax Documentation"
                },
                "description": "Generate tax documentation for STR income. Includes occupancy tax calculations and reporting summaries.",
                "inputSchema": {
                  "properties": {
                    "host_id": {
                      "description": "Host UUID",
                      "type": "string"
                    },
                    "quarter": {
                      "description": "Quarter (1-4, optional)",
                      "type": "number"
                    },
                    "year": {
                      "description": "Tax year",
                      "type": "number"
                    }
                  },
                  "required": [
                    "host_id",
                    "year"
                  ],
                  "type": "object"
                },
                "name": "generate_tax_documentation"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Check World Cup Compliance"
                },
                "description": "Check World Cup 2026 specific compliance requirements for host cities. 16 US cities with special regulations.",
                "inputSchema": {
                  "properties": {
                    "city": {
                      "description": "World Cup host city",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID (optional)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "city"
                  ],
                  "type": "object"
                },
                "name": "check_world_cup_compliance"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Insurance Requirements"
                },
                "description": "Get insurance requirements and recommendations by state. Includes liability minimums and STR-specific coverage.",
                "inputSchema": {
                  "properties": {
                    "estimated_revenue": {
                      "description": "Estimated annual revenue",
                      "type": "number"
                    },
                    "property_type": {
                      "description": "Property type",
                      "type": "string"
                    },
                    "state": {
                      "description": "State code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "state"
                  ],
                  "type": "object"
                },
                "name": "get_insurance_requirements"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Property Inventory"
                },
                "description": "Get inventory list for a property. Returns all tracked items with quantities, locations, and recent check history.",
                "inputSchema": {
                  "properties": {
                    "category": {
                      "description": "Filter by category: furniture, appliance, electronics, linen, kitchenware, bathroom, decor, outdoor, safety, amenity, supply",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_property_inventory"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Report Inventory Issue"
                },
                "description": "Report a missing, damaged, or low-stock inventory item. Creates an issue record with photo evidence support.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Associated booking UUID (optional)",
                      "type": "string"
                    },
                    "description": {
                      "description": "Description of the issue",
                      "type": "string"
                    },
                    "issue_type": {
                      "description": "Type: missing, damaged, low_stock, needs_replacement",
                      "type": "string"
                    },
                    "item_name": {
                      "description": "Name of the inventory item",
                      "type": "string"
                    },
                    "photo_url": {
                      "description": "URL to photo evidence (optional)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "item_name",
                    "issue_type"
                  ],
                  "type": "object"
                },
                "name": "report_inventory_issue"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Maintenance Schedule"
                },
                "description": "Get upcoming and overdue maintenance tasks for a property. Includes HVAC, appliance, and recurring maintenance.",
                "inputSchema": {
                  "properties": {
                    "days_ahead": {
                      "description": "Days to look ahead (default 30)",
                      "type": "number"
                    },
                    "include_overdue": {
                      "description": "Include overdue tasks (default true)",
                      "type": "boolean"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_maintenance_schedule"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Create Maintenance Task"
                },
                "description": "Create a new maintenance task for a property. Supports one-time and recurring tasks.",
                "inputSchema": {
                  "properties": {
                    "description": {
                      "description": "Detailed description",
                      "type": "string"
                    },
                    "due_date": {
                      "description": "Due date (ISO format)",
                      "type": "string"
                    },
                    "frequency_days": {
                      "description": "Days between occurrences (if recurring)",
                      "type": "number"
                    },
                    "priority": {
                      "description": "Priority: low, medium, high, urgent",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "recurring": {
                      "description": "Is this a recurring task?",
                      "type": "boolean"
                    },
                    "task_name": {
                      "description": "Name of the maintenance task",
                      "type": "string"
                    },
                    "task_type": {
                      "description": "Type: hvac_filter, deep_clean, appliance_service, pest_control, exterior, safety_check, other",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "task_name",
                    "task_type"
                  ],
                  "type": "object"
                },
                "name": "create_maintenance_task"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Cleaning Schedule"
                },
                "description": "Get cleaning schedule and cleaner assignments for a property. Shows upcoming turnovers and assigned cleaners.",
                "inputSchema": {
                  "properties": {
                    "days_ahead": {
                      "description": "Days to look ahead (default 14)",
                      "type": "number"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id"
                  ],
                  "type": "object"
                },
                "name": "get_cleaning_schedule"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Assign Cleaner"
                },
                "description": "Assign a cleaner to a property turnover. Supports primary and backup assignments.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for the turnover",
                      "type": "string"
                    },
                    "cleaner_id": {
                      "description": "Cleaner UUID",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "role": {
                      "description": "Role: primary or backup",
                      "type": "string"
                    },
                    "scheduled_date": {
                      "description": "Scheduled date (ISO format)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "cleaner_id",
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "assign_cleaner"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Verify Checkout Condition"
                },
                "description": "Record checkout verification with checklist completion and photo evidence. Used by cleaners or hosts to document property condition.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "checklist_items": {
                      "description": "Completed checklist items",
                      "items": {
                        "properties": {
                          "completed": {
                            "type": "boolean"
                          },
                          "notes": {
                            "type": "string"
                          },
                          "task": {
                            "type": "string"
                          }
                        },
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "issues_found": {
                      "description": "List of issues found",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "overall_condition": {
                      "description": "Overall condition: excellent, good, fair, poor, damaged",
                      "type": "string"
                    },
                    "photo_urls": {
                      "description": "Photo evidence URLs",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "property_id": {
                      "description": "Property UUID or lilo_code",
                      "type": "string"
                    },
                    "verified_by": {
                      "description": "Name of person verifying",
                      "type": "string"
                    }
                  },
                  "required": [
                    "property_id",
                    "booking_id",
                    "overall_condition"
                  ],
                  "type": "object"
                },
                "name": "verify_checkout_condition"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Philadelphia Historic"
                },
                "description": "Search Philadelphia historic properties and landmarks from public records. Returns property data for World Cup 2026 and America's 250th planning.",
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "description": "Max results (default 20)",
                      "type": "number"
                    },
                    "query": {
                      "description": "Search query (property name, address, etc.)",
                      "type": "string"
                    },
                    "type": {
                      "description": "Property type filter",
                      "enum": [
                        "landmark",
                        "historic_religious",
                        "african_american",
                        "all"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "search_philadelphia_historic"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Philadelphia Landmark"
                },
                "description": "Get detailed information about a specific Philadelphia landmark with full property manifest. Returns Schema.org structured data for AI discoverability.",
                "inputSchema": {
                  "properties": {
                    "landmark_id": {
                      "description": "Landmark ID (e.g., phl-landmark-123)",
                      "type": "string"
                    },
                    "source": {
                      "description": "Data source type",
                      "enum": [
                        "landmark",
                        "religious",
                        "aahs"
                      ],
                      "type": "string"
                    }
                  },
                  "required": [
                    "landmark_id"
                  ],
                  "type": "object"
                },
                "name": "get_philadelphia_landmark"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Search Philadelphia Venues"
                },
                "description": "Search Philadelphia event and wedding venues. Returns venue details including capacity, type, and availability.",
                "inputSchema": {
                  "properties": {
                    "capacity_min": {
                      "description": "Minimum capacity requirement",
                      "type": "number"
                    },
                    "query": {
                      "description": "Search query",
                      "type": "string"
                    },
                    "venue_type": {
                      "description": "Venue type filter",
                      "enum": [
                        "wedding",
                        "event",
                        "historic",
                        "all"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "search_philadelphia_venues"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Philadelphia World Cup Info"
                },
                "description": "Get World Cup 2026 information for Philadelphia. FREE TOOL. Returns match schedule, venue details, accommodation demand, and compliance requirements.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "get_philadelphia_worldcup_info"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Philadelphia 250th Events"
                },
                "description": "Get America's 250th Anniversary (July 4, 2026) event information for Philadelphia. Returns key sites, planned events, and accommodation surge predictions.",
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "get_philadelphia_250th_events"
              },
              {
                "annotations": {
                  "destructiveHint": true,
                  "readOnlyHint": false,
                  "title": "Ingest Philadelphia Data"
                },
                "description": "PREMIUM: Full Philadelphia data ingestion from public records. Ingests landmarks, historic religious properties, and African American historic sites.",
                "inputSchema": {
                  "properties": {
                    "source": {
                      "description": "Data source to ingest (default: all)",
                      "enum": [
                        "all",
                        "landmarks",
                        "religious",
                        "aahs"
                      ],
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "ingest_philadelphia_data"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Get Trust Certificate"
                },
                "description": "Access the continuously maintained trust certificate for a lilo-protected property, including verification data for independent validation.",
                "inputSchema": {
                  "properties": {
                    "lilo_code": {
                      "description": "Property lilo code (e.g. PROP-6408)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "lilo_code"
                  ],
                  "type": "object"
                },
                "name": "get_trust_certificate"
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "readOnlyHint": true,
                  "title": "Verify Trust Chain"
                },
                "description": "Independently verify a specific evidence record in a property's trust chain. Confirms that evidence has been independently verified and is tamper-proof.",
                "inputSchema": {
                  "properties": {
                    "envelope_hash": {
                      "description": "Hash of the evidence envelope to verify",
                      "type": "string"
                    },
                    "lilo_code": {
                      "description": "Property lilo code (e.g. PROP-6408)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "lilo_code",
                    "envelope_hash"
                  ],
                  "type": "object"
                },
                "name": "verify_trust_chain"
              },
              {
                "description": "Analyze booking or interaction for potential risks. Returns risk assessment and recommendations.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to analyze",
                      "type": "string"
                    },
                    "guest_profile": {
                      "description": "Guest profile data",
                      "type": "object"
                    },
                    "message_content": {
                      "description": "Message text to analyze",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "analyze_interaction_risk"
              },
              {
                "description": "Analyze guest messages for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID for evidence chain",
                      "type": "string"
                    },
                    "conversation_history": {
                      "description": "Previous messages for conversation context analysis",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "guest_name": {
                      "description": "Guest name for documentation",
                      "type": "string"
                    },
                    "message": {
                      "description": "Guest message to analyze for risk patterns",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID for cross-reference",
                      "type": "string"
                    }
                  },
                  "required": [
                    "message"
                  ],
                  "type": "object"
                },
                "name": "analyze_communication"
              },
              {
                "description": "Generate a dispute defense packet with independently verified evidence for payment disputes.",
                "inputSchema": {
                  "properties": {
                    "amount": {
                      "description": "Disputed amount in cents",
                      "type": "number"
                    },
                    "booking_id": {
                      "description": "Booking UUID",
                      "type": "string"
                    },
                    "dispute_id": {
                      "description": "Dispute ID (if available)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "get_dispute_defense_packet"
              },
              {
                "description": "Assess risk factors for a specific booking with protection recommendations.",
                "inputSchema": {
                  "properties": {
                    "booking_id": {
                      "description": "Booking UUID to assess",
                      "type": "string"
                    },
                    "include_guest_risk": {
                      "description": "Include guest risk analysis (default true)",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "booking_id"
                  ],
                  "type": "object"
                },
                "name": "assess_booking_risk"
              },
              {
                "description": "Check onboarding status for a property \u2014 what steps are complete and what's missing.",
                "inputSchema": {
                  "properties": {
                    "lilo_code": {
                      "description": "Property lilo code (e.g. PROP-6408)",
                      "type": "string"
                    },
                    "property_id": {
                      "description": "Property UUID (alternative to lilo_code)",
                      "type": "string"
                    }
                  },
                  "required": [],
                  "type": "object"
                },
                "name": "get_onboarding_status"
              }
            ]
          }
        },
        "bad_protocol_status_code": 200,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header",
          "bad_protocol_not_rejected"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2024-11-05",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 25.07,
      "status": "error"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": {
            "type": "resource",
            "uri": "lilo://about"
          }
        },
        "initialize_capability_keys": [
          "resources",
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 400,
          "probe_status": "missing"
        }
      },
      "latency_ms": 88.23,
      "status": "missing"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 ' for url 'https://mcp.lilo.property/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.lilo.property/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 ' for url 'https://mcp.lilo.property/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://mcp.lilo.property/.well-known/mcp/server-card.json"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=31536000; includeSubDomains"
      },
      "bad_protocol_payload": {
        "id": 410,
        "jsonrpc": "2.0",
        "result": {
          "tools": [
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Property Details"
              },
              "description": "Get detailed information about a lilo-protected property by its ID or lilo_code.",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_property"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Search Vacation Rentals"
              },
              "description": "Search for vacation rentals, short-term rentals, and accommodation properties by location, dates, guest count, and amenities. Use this when a user wants to find or book a place to stay.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "description": "Max results to return (default 10)",
                    "type": "number"
                  },
                  "location": {
                    "description": "Location to search (city, state, or address)",
                    "type": "string"
                  },
                  "property_type": {
                    "description": "Property type filter (entire_home, private_room, etc.)",
                    "type": "string"
                  },
                  "verified_only": {
                    "description": "Only verified properties (default true)",
                    "type": "boolean"
                  }
                },
                "required": [
                  "location"
                ],
                "type": "object"
              },
              "name": "search_properties"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Search Market Discovery"
              },
              "description": "Search lilo's market discovery for available properties in a location. Use this to find vacation rental options across any US market.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "description": "Max results (default 20)",
                    "type": "number"
                  },
                  "location": {
                    "description": "City, state, or neighborhood to search",
                    "type": "string"
                  },
                  "max_price": {
                    "description": "Maximum nightly price",
                    "type": "number"
                  },
                  "min_bedrooms": {
                    "description": "Minimum bedrooms",
                    "type": "number"
                  },
                  "min_price": {
                    "description": "Minimum nightly price",
                    "type": "number"
                  },
                  "superhost_only": {
                    "description": "Only show superhosts",
                    "type": "boolean"
                  },
                  "world_cup_city": {
                    "description": "Only World Cup 2026 host cities",
                    "type": "boolean"
                  }
                },
                "required": [
                  "location"
                ],
                "type": "object"
              },
              "name": "search_market_discovery"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Natural Language Property Search"
              },
              "description": "Search properties using natural language. Example: 'romantic beachfront getaway with hot tub' or 'family-friendly house with pool near Disney'. Finds matching properties by meaning, not just keywords.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "description": "Max results (default 10)",
                    "type": "number"
                  },
                  "query": {
                    "description": "Natural language description of what you're looking for",
                    "type": "string"
                  },
                  "threshold": {
                    "description": "Similarity threshold 0-1 (default 0.7)",
                    "type": "number"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "name": "natural_language_search"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Find Similar Properties"
              },
              "description": "Find properties similar to a given property. Useful for recommendations and alternatives.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "description": "Max results (default 5)",
                    "type": "number"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code to find similar to",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "find_similar_properties"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Property Reputation"
              },
              "description": "Get reputation data for a property including dispute win rate, protection stats, and response times. Returns a reputation score and narrative.",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_property_reputation"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Property Manifest"
              },
              "description": "Get the property evidence manifest (structured evidence and visibility metadata).",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_property_manifest"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get AI Property Manifest"
              },
              "description": "Get the AI-optimized property manifest (schema.org + lilo extensions).",
              "inputSchema": {
                "properties": {
                  "format": {
                    "description": "Output format: yaml, json, or jsonld (default jsonld)",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_property_ai_manifest"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Host Reputation"
              },
              "description": "Get reputation data for a lilo host including protection stats and evidence count.",
              "inputSchema": {
                "properties": {
                  "host_id": {
                    "description": "Host UUID",
                    "type": "string"
                  }
                },
                "required": [
                  "host_id"
                ],
                "type": "object"
              },
              "name": "get_host_reputation"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Verify Evidence Record"
              },
              "description": "Verify evidence from lilo's independently verified records.",
              "inputSchema": {
                "properties": {
                  "evidence_id": {
                    "description": "Evidence record UUID",
                    "type": "string"
                  }
                },
                "required": [
                  "evidence_id"
                ],
                "type": "object"
              },
              "name": "verify_evidence"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Check Protection Status"
              },
              "description": "Check if a property is actively protected by lilo.",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "check_protection_status"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get House Rules"
              },
              "description": "Get structured house rules for a property.",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_house_rules"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Property FAQs"
              },
              "description": "Get all FAQs for a property - WiFi, check-in, parking, appliances, etc. Structured answers for guest questions.",
              "inputSchema": {
                "properties": {
                  "category": {
                    "description": "Optional: filter by category (check_in, check_out, wifi_internet, parking, appliances, emergency, local_info)",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_property_faqs"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Local Recommendations"
              },
              "description": "Get local recommendations for a property - restaurants, activities, coffee shops, grocery stores, etc.",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  },
                  "type": {
                    "description": "Optional: recommendation type (restaurants, coffee, grocery, activities, attractions)",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_local_recommendations"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Ask Property Question"
              },
              "description": "Ask a natural language question about a property. Answers questions about FAQs, house rules, amenities, and property details.",
              "inputSchema": {
                "properties": {
                  "guest_id": {
                    "description": "Optional: Guest ID for vetting verification",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  },
                  "question": {
                    "description": "Natural language question (e.g., 'What's the WiFi password?', 'Where do I park?')",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "question"
                ],
                "type": "object"
              },
              "name": "ask_property_question"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Network Stats"
              },
              "description": "Get lilo network statistics - total properties protected, evidence sealed, etc.",
              "inputSchema": {
                "properties": {},
                "required": [],
                "type": "object"
              },
              "name": "get_network_stats"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Founding Members Status"
              },
              "description": "Get current founding member spots remaining (200 total).",
              "inputSchema": {
                "properties": {},
                "required": [],
                "type": "object"
              },
              "name": "get_founding_members_status"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Verify Guest Identity"
              },
              "description": "Create a guest handshake link for secure check-in. Verifies guest identity, presents house rules, records consent with verified evidence, and provides access codes upon agreement.",
              "inputSchema": {
                "properties": {
                  "check_in_date": {
                    "description": "Check-in date (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "check_out_date": {
                    "description": "Check-out date (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "guest_email": {
                    "description": "Guest email address",
                    "type": "string"
                  },
                  "guest_name": {
                    "description": "Name of the guest",
                    "type": "string"
                  },
                  "guest_phone": {
                    "description": "Guest phone for verification",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "guest_name",
                  "check_in_date",
                  "check_out_date"
                ],
                "type": "object"
              },
              "name": "verify_guest_identity"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Create Direct Booking"
              },
              "description": "Create a direct booking for a lilo-protected property. This is the core booking flow that makes properties bookable through AI agents. Creates booking record, calculates pricing, and notifies the host.",
              "inputSchema": {
                "properties": {
                  "check_in_date": {
                    "description": "Check-in date (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "check_out_date": {
                    "description": "Check-out date (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "guest_count": {
                    "description": "Number of guests (default 1)",
                    "type": "number"
                  },
                  "guest_email": {
                    "description": "Guest email address",
                    "type": "string"
                  },
                  "guest_name": {
                    "description": "Name of the guest",
                    "type": "string"
                  },
                  "guest_phone": {
                    "description": "Guest phone number",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  },
                  "special_requests": {
                    "description": "Any special requests from guest",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "guest_name",
                  "guest_email",
                  "check_in_date",
                  "check_out_date"
                ],
                "type": "object"
              },
              "name": "create_booking"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Check Availability & Pricing"
              },
              "description": "Check real-time availability and pricing for a vacation rental property. Returns available dates, nightly rates, and total cost. Host receives 100% of nightly rate; a 3% guest service fee is added at checkout.",
              "inputSchema": {
                "properties": {
                  "check_in_date": {
                    "description": "Check-in date (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "check_out_date": {
                    "description": "Check-out date (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "guest_count": {
                    "description": "Number of guests",
                    "type": "number"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "check_in_date",
                  "check_out_date"
                ],
                "type": "object"
              },
              "name": "check_availability"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Generate Google VR Feed"
              },
              "description": "Generate Google Vacation Rentals XML feed for a host's properties. Enables direct booking via Google Search with a 3% guest service fee.",
              "inputSchema": {
                "properties": {
                  "format": {
                    "description": "Output format: xml or json (default xml)",
                    "type": "string"
                  },
                  "host_id": {
                    "description": "Host UUID to generate feed for",
                    "type": "string"
                  }
                },
                "required": [
                  "host_id"
                ],
                "type": "object"
              },
              "name": "generate_google_vr_feed"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Search by Amenity"
              },
              "description": "Search for properties by amenity description using natural language.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "description": "Max results (default 10)",
                    "type": "number"
                  },
                  "location": {
                    "description": "Location to search",
                    "type": "string"
                  },
                  "query": {
                    "description": "Natural language amenity query",
                    "type": "string"
                  }
                },
                "required": [
                  "query"
                ],
                "type": "object"
              },
              "name": "search_by_amenity_natural"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Compare Properties"
              },
              "description": "Compare multiple properties side-by-side on key metrics.",
              "inputSchema": {
                "properties": {
                  "property_ids": {
                    "description": "Array of property IDs to compare (max 5)",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "property_ids"
                ],
                "type": "object"
              },
              "name": "compare_properties"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Neighborhood Intel"
              },
              "description": "Get neighborhood information including safety, walkability, and local amenities.",
              "inputSchema": {
                "properties": {
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_neighborhood_intel"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Query Evidence Chain"
              },
              "description": "Query evidence records for a property or booking.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID (optional)",
                    "type": "string"
                  },
                  "event_type": {
                    "description": "Filter by event type",
                    "type": "string"
                  },
                  "limit": {
                    "description": "Max results (default 50)",
                    "type": "number"
                  },
                  "property_id": {
                    "description": "Property UUID",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "query_evidence_chain"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Verify Evidence Anchor"
              },
              "description": "Verify the integrity and authenticity of an evidence record.",
              "inputSchema": {
                "properties": {
                  "evidence_hash": {
                    "description": "Evidence hash (alternative to evidence_id)",
                    "type": "string"
                  },
                  "evidence_id": {
                    "description": "Evidence UUID",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "verify_evidence_anchor"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Dispute Evidence Bundle"
              },
              "description": "Generate an evidence bundle for dispute resolution.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID for the dispute",
                    "type": "string"
                  },
                  "dispute_type": {
                    "description": "Type: chargeback, damage, review, or general",
                    "type": "string"
                  }
                },
                "required": [
                  "booking_id"
                ],
                "type": "object"
              },
              "name": "get_dispute_evidence_bundle"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Chargeback Defense Packet"
              },
              "description": "Generate a chargeback defense packet for payment disputes.",
              "inputSchema": {
                "properties": {
                  "amount": {
                    "description": "Disputed amount in cents",
                    "type": "number"
                  },
                  "booking_id": {
                    "description": "Booking UUID",
                    "type": "string"
                  },
                  "dispute_id": {
                    "description": "Dispute ID (if available)",
                    "type": "string"
                  }
                },
                "required": [
                  "booking_id"
                ],
                "type": "object"
              },
              "name": "get_chargeback_defense_packet"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Record Interaction"
              },
              "description": "Record an interaction to the evidence chain.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID (optional)",
                    "type": "string"
                  },
                  "channel": {
                    "description": "Channel: mcp, voice, sms, email",
                    "type": "string"
                  },
                  "content": {
                    "description": "Interaction content/summary",
                    "type": "string"
                  },
                  "interaction_type": {
                    "description": "Type: inquiry, complaint, request, confirmation",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "interaction_type",
                  "content"
                ],
                "type": "object"
              },
              "name": "record_interaction"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Evidence Timeline"
              },
              "description": "Get a timeline of evidence for a booking or property.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID (optional)",
                    "type": "string"
                  },
                  "end_date": {
                    "description": "End date filter (YYYY-MM-DD)",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID",
                    "type": "string"
                  },
                  "start_date": {
                    "description": "Start date filter (YYYY-MM-DD)",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_evidence_timeline"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Analyze Threat Risk"
              },
              "description": "Analyze booking or interaction for potential risks. Returns risk assessment and recommendations.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID to analyze",
                    "type": "string"
                  },
                  "guest_profile": {
                    "description": "Guest profile data",
                    "type": "object"
                  },
                  "message_content": {
                    "description": "Message text to analyze",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "analyze_threat_risk"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Check Guest Risk Score"
              },
              "description": "Pre-booking guest risk assessment. Evaluates guest profile and booking details to provide a risk level with recommendations. Helps hosts screen guests before accepting bookings.",
              "inputSchema": {
                "properties": {
                  "booking_details": {
                    "description": "Booking details",
                    "properties": {
                      "check_in": {
                        "description": "Check-in date (ISO format)",
                        "type": "string"
                      },
                      "check_out": {
                        "description": "Check-out date (ISO format)",
                        "type": "string"
                      },
                      "guest_city": {
                        "description": "Guest location",
                        "type": "string"
                      },
                      "guests": {
                        "description": "Number of guests",
                        "type": "number"
                      },
                      "property_city": {
                        "description": "Property location",
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "guest_email": {
                    "description": "Guest email address",
                    "type": "string"
                  },
                  "guest_name": {
                    "description": "Guest name",
                    "type": "string"
                  },
                  "guest_phone": {
                    "description": "Guest phone number",
                    "type": "string"
                  },
                  "message_text": {
                    "description": "Initial message from guest",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "check_guest_risk_score"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Detect Threat Pattern"
              },
              "description": "Analyze message or conversation for concerning patterns.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID for context",
                    "type": "string"
                  },
                  "conversation_history": {
                    "description": "Previous messages for context",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "message": {
                    "description": "Message text to analyze",
                    "type": "string"
                  }
                },
                "required": [
                  "message"
                ],
                "type": "object"
              },
              "name": "detect_threat_pattern"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Detect Risk Pattern"
              },
              "description": "Analyze guest messages for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID for evidence chain",
                    "type": "string"
                  },
                  "conversation_history": {
                    "description": "Previous messages for conversation context analysis",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "guest_name": {
                    "description": "Guest name for documentation",
                    "type": "string"
                  },
                  "message": {
                    "description": "Guest message to analyze for risk patterns",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID for cross-reference",
                    "type": "string"
                  }
                },
                "required": [
                  "message"
                ],
                "type": "object"
              },
              "name": "detect_risk_pattern"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Squatter Risk"
              },
              "description": "Assess tenancy risk for extended stays based on jurisdiction.",
              "inputSchema": {
                "properties": {
                  "check_in_date": {
                    "description": "Check-in date",
                    "type": "string"
                  },
                  "check_out_date": {
                    "description": "Check-out date",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID",
                    "type": "string"
                  },
                  "state": {
                    "description": "State code (e.g., CA, NY)",
                    "type": "string"
                  }
                },
                "required": [
                  "check_in_date",
                  "check_out_date"
                ],
                "type": "object"
              },
              "name": "get_squatter_risk"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Flag Suspicious Booking"
              },
              "description": "Flag a booking for enhanced monitoring.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID to flag",
                    "type": "string"
                  },
                  "reason": {
                    "description": "Reason for flagging",
                    "type": "string"
                  },
                  "risk_indicators": {
                    "description": "Risk indicators observed",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "booking_id",
                  "reason"
                ],
                "type": "object"
              },
              "name": "flag_suspicious_booking"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Predict Chargeback Risk"
              },
              "description": "Predict chargeback probability for a booking. Returns risk score and prevention recommendations.",
              "inputSchema": {
                "properties": {
                  "amount": {
                    "description": "Booking amount in cents",
                    "type": "number"
                  },
                  "booking_id": {
                    "description": "Booking UUID",
                    "type": "string"
                  },
                  "guest_profile": {
                    "description": "Guest profile data",
                    "type": "object"
                  }
                },
                "required": [
                  "booking_id"
                ],
                "type": "object"
              },
              "name": "predict_chargeback_risk"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Pricing Intelligence"
              },
              "description": "Get competitive pricing analysis. Includes market rates and optimization suggestions.",
              "inputSchema": {
                "properties": {
                  "bedrooms": {
                    "description": "Number of bedrooms",
                    "type": "number"
                  },
                  "location": {
                    "description": "Location to analyze",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID for comparison",
                    "type": "string"
                  }
                },
                "required": [
                  "location"
                ],
                "type": "object"
              },
              "name": "get_pricing_intelligence"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Demand Forecast"
              },
              "description": "Forecast booking demand for a location. Includes seasonal trends and event impacts.",
              "inputSchema": {
                "properties": {
                  "date_range_end": {
                    "description": "Forecast end date",
                    "type": "string"
                  },
                  "date_range_start": {
                    "description": "Forecast start date",
                    "type": "string"
                  },
                  "location": {
                    "description": "Location to forecast",
                    "type": "string"
                  }
                },
                "required": [
                  "location"
                ],
                "type": "object"
              },
              "name": "get_demand_forecast"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Jurisdiction Rules"
              },
              "description": "Get local STR regulations for a jurisdiction. Covers permits, taxes, occupancy limits, and operational requirements.",
              "inputSchema": {
                "properties": {
                  "city": {
                    "description": "City name",
                    "type": "string"
                  },
                  "property_type": {
                    "description": "Property type for specific rules",
                    "type": "string"
                  },
                  "state": {
                    "description": "State code (e.g., CA, NY)",
                    "type": "string"
                  }
                },
                "required": [
                  "state"
                ],
                "type": "object"
              },
              "name": "get_jurisdiction_rules"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Check Permit Requirements"
              },
              "description": "Check required permits and licenses for operating an STR at a specific location.",
              "inputSchema": {
                "properties": {
                  "city": {
                    "description": "City name",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID",
                    "type": "string"
                  },
                  "state": {
                    "description": "State code",
                    "type": "string"
                  }
                },
                "required": [
                  "state"
                ],
                "type": "object"
              },
              "name": "check_permit_requirements"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Generate Tax Documentation"
              },
              "description": "Generate tax documentation for STR income. Includes occupancy tax calculations and reporting summaries.",
              "inputSchema": {
                "properties": {
                  "host_id": {
                    "description": "Host UUID",
                    "type": "string"
                  },
                  "quarter": {
                    "description": "Quarter (1-4, optional)",
                    "type": "number"
                  },
                  "year": {
                    "description": "Tax year",
                    "type": "number"
                  }
                },
                "required": [
                  "host_id",
                  "year"
                ],
                "type": "object"
              },
              "name": "generate_tax_documentation"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Check World Cup Compliance"
              },
              "description": "Check World Cup 2026 specific compliance requirements for host cities. 16 US cities with special regulations.",
              "inputSchema": {
                "properties": {
                  "city": {
                    "description": "World Cup host city",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID (optional)",
                    "type": "string"
                  }
                },
                "required": [
                  "city"
                ],
                "type": "object"
              },
              "name": "check_world_cup_compliance"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Insurance Requirements"
              },
              "description": "Get insurance requirements and recommendations by state. Includes liability minimums and STR-specific coverage.",
              "inputSchema": {
                "properties": {
                  "estimated_revenue": {
                    "description": "Estimated annual revenue",
                    "type": "number"
                  },
                  "property_type": {
                    "description": "Property type",
                    "type": "string"
                  },
                  "state": {
                    "description": "State code",
                    "type": "string"
                  }
                },
                "required": [
                  "state"
                ],
                "type": "object"
              },
              "name": "get_insurance_requirements"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Property Inventory"
              },
              "description": "Get inventory list for a property. Returns all tracked items with quantities, locations, and recent check history.",
              "inputSchema": {
                "properties": {
                  "category": {
                    "description": "Filter by category: furniture, appliance, electronics, linen, kitchenware, bathroom, decor, outdoor, safety, amenity, supply",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_property_inventory"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Report Inventory Issue"
              },
              "description": "Report a missing, damaged, or low-stock inventory item. Creates an issue record with photo evidence support.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Associated booking UUID (optional)",
                    "type": "string"
                  },
                  "description": {
                    "description": "Description of the issue",
                    "type": "string"
                  },
                  "issue_type": {
                    "description": "Type: missing, damaged, low_stock, needs_replacement",
                    "type": "string"
                  },
                  "item_name": {
                    "description": "Name of the inventory item",
                    "type": "string"
                  },
                  "photo_url": {
                    "description": "URL to photo evidence (optional)",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "item_name",
                  "issue_type"
                ],
                "type": "object"
              },
              "name": "report_inventory_issue"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Maintenance Schedule"
              },
              "description": "Get upcoming and overdue maintenance tasks for a property. Includes HVAC, appliance, and recurring maintenance.",
              "inputSchema": {
                "properties": {
                  "days_ahead": {
                    "description": "Days to look ahead (default 30)",
                    "type": "number"
                  },
                  "include_overdue": {
                    "description": "Include overdue tasks (default true)",
                    "type": "boolean"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_maintenance_schedule"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Create Maintenance Task"
              },
              "description": "Create a new maintenance task for a property. Supports one-time and recurring tasks.",
              "inputSchema": {
                "properties": {
                  "description": {
                    "description": "Detailed description",
                    "type": "string"
                  },
                  "due_date": {
                    "description": "Due date (ISO format)",
                    "type": "string"
                  },
                  "frequency_days": {
                    "description": "Days between occurrences (if recurring)",
                    "type": "number"
                  },
                  "priority": {
                    "description": "Priority: low, medium, high, urgent",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  },
                  "recurring": {
                    "description": "Is this a recurring task?",
                    "type": "boolean"
                  },
                  "task_name": {
                    "description": "Name of the maintenance task",
                    "type": "string"
                  },
                  "task_type": {
                    "description": "Type: hvac_filter, deep_clean, appliance_service, pest_control, exterior, safety_check, other",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "task_name",
                  "task_type"
                ],
                "type": "object"
              },
              "name": "create_maintenance_task"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Cleaning Schedule"
              },
              "description": "Get cleaning schedule and cleaner assignments for a property. Shows upcoming turnovers and assigned cleaners.",
              "inputSchema": {
                "properties": {
                  "days_ahead": {
                    "description": "Days to look ahead (default 14)",
                    "type": "number"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id"
                ],
                "type": "object"
              },
              "name": "get_cleaning_schedule"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Assign Cleaner"
              },
              "description": "Assign a cleaner to a property turnover. Supports primary and backup assignments.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID for the turnover",
                    "type": "string"
                  },
                  "cleaner_id": {
                    "description": "Cleaner UUID",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  },
                  "role": {
                    "description": "Role: primary or backup",
                    "type": "string"
                  },
                  "scheduled_date": {
                    "description": "Scheduled date (ISO format)",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "cleaner_id",
                  "booking_id"
                ],
                "type": "object"
              },
              "name": "assign_cleaner"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Verify Checkout Condition"
              },
              "description": "Record checkout verification with checklist completion and photo evidence. Used by cleaners or hosts to document property condition.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID",
                    "type": "string"
                  },
                  "checklist_items": {
                    "description": "Completed checklist items",
                    "items": {
                      "properties": {
                        "completed": {
                          "type": "boolean"
                        },
                        "notes": {
                          "type": "string"
                        },
                        "task": {
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "issues_found": {
                    "description": "List of issues found",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "overall_condition": {
                    "description": "Overall condition: excellent, good, fair, poor, damaged",
                    "type": "string"
                  },
                  "photo_urls": {
                    "description": "Photo evidence URLs",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "property_id": {
                    "description": "Property UUID or lilo_code",
                    "type": "string"
                  },
                  "verified_by": {
                    "description": "Name of person verifying",
                    "type": "string"
                  }
                },
                "required": [
                  "property_id",
                  "booking_id",
                  "overall_condition"
                ],
                "type": "object"
              },
              "name": "verify_checkout_condition"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Search Philadelphia Historic"
              },
              "description": "Search Philadelphia historic properties and landmarks from public records. Returns property data for World Cup 2026 and America's 250th planning.",
              "inputSchema": {
                "properties": {
                  "limit": {
                    "description": "Max results (default 20)",
                    "type": "number"
                  },
                  "query": {
                    "description": "Search query (property name, address, etc.)",
                    "type": "string"
                  },
                  "type": {
                    "description": "Property type filter",
                    "enum": [
                      "landmark",
                      "historic_religious",
                      "african_american",
                      "all"
                    ],
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "search_philadelphia_historic"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Philadelphia Landmark"
              },
              "description": "Get detailed information about a specific Philadelphia landmark with full property manifest. Returns Schema.org structured data for AI discoverability.",
              "inputSchema": {
                "properties": {
                  "landmark_id": {
                    "description": "Landmark ID (e.g., phl-landmark-123)",
                    "type": "string"
                  },
                  "source": {
                    "description": "Data source type",
                    "enum": [
                      "landmark",
                      "religious",
                      "aahs"
                    ],
                    "type": "string"
                  }
                },
                "required": [
                  "landmark_id"
                ],
                "type": "object"
              },
              "name": "get_philadelphia_landmark"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Search Philadelphia Venues"
              },
              "description": "Search Philadelphia event and wedding venues. Returns venue details including capacity, type, and availability.",
              "inputSchema": {
                "properties": {
                  "capacity_min": {
                    "description": "Minimum capacity requirement",
                    "type": "number"
                  },
                  "query": {
                    "description": "Search query",
                    "type": "string"
                  },
                  "venue_type": {
                    "description": "Venue type filter",
                    "enum": [
                      "wedding",
                      "event",
                      "historic",
                      "all"
                    ],
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "search_philadelphia_venues"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Philadelphia World Cup Info"
              },
              "description": "Get World Cup 2026 information for Philadelphia. FREE TOOL. Returns match schedule, venue details, accommodation demand, and compliance requirements.",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "get_philadelphia_worldcup_info"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Philadelphia 250th Events"
              },
              "description": "Get America's 250th Anniversary (July 4, 2026) event information for Philadelphia. Returns key sites, planned events, and accommodation surge predictions.",
              "inputSchema": {
                "properties": {},
                "type": "object"
              },
              "name": "get_philadelphia_250th_events"
            },
            {
              "annotations": {
                "destructiveHint": true,
                "readOnlyHint": false,
                "title": "Ingest Philadelphia Data"
              },
              "description": "PREMIUM: Full Philadelphia data ingestion from public records. Ingests landmarks, historic religious properties, and African American historic sites.",
              "inputSchema": {
                "properties": {
                  "source": {
                    "description": "Data source to ingest (default: all)",
                    "enum": [
                      "all",
                      "landmarks",
                      "religious",
                      "aahs"
                    ],
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "ingest_philadelphia_data"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Get Trust Certificate"
              },
              "description": "Access the continuously maintained trust certificate for a lilo-protected property, including verification data for independent validation.",
              "inputSchema": {
                "properties": {
                  "lilo_code": {
                    "description": "Property lilo code (e.g. PROP-6408)",
                    "type": "string"
                  }
                },
                "required": [
                  "lilo_code"
                ],
                "type": "object"
              },
              "name": "get_trust_certificate"
            },
            {
              "annotations": {
                "destructiveHint": false,
                "readOnlyHint": true,
                "title": "Verify Trust Chain"
              },
              "description": "Independently verify a specific evidence record in a property's trust chain. Confirms that evidence has been independently verified and is tamper-proof.",
              "inputSchema": {
                "properties": {
                  "envelope_hash": {
                    "description": "Hash of the evidence envelope to verify",
                    "type": "string"
                  },
                  "lilo_code": {
                    "description": "Property lilo code (e.g. PROP-6408)",
                    "type": "string"
                  }
                },
                "required": [
                  "lilo_code",
                  "envelope_hash"
                ],
                "type": "object"
              },
              "name": "verify_trust_chain"
            },
            {
              "description": "Analyze booking or interaction for potential risks. Returns risk assessment and recommendations.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID to analyze",
                    "type": "string"
                  },
                  "guest_profile": {
                    "description": "Guest profile data",
                    "type": "object"
                  },
                  "message_content": {
                    "description": "Message text to analyze",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "analyze_interaction_risk"
            },
            {
              "description": "Analyze guest messages for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID for evidence chain",
                    "type": "string"
                  },
                  "conversation_history": {
                    "description": "Previous messages for conversation context analysis",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "guest_name": {
                    "description": "Guest name for documentation",
                    "type": "string"
                  },
                  "message": {
                    "description": "Guest message to analyze for risk patterns",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID for cross-reference",
                    "type": "string"
                  }
                },
                "required": [
                  "message"
                ],
                "type": "object"
              },
              "name": "analyze_communication"
            },
            {
              "description": "Generate a dispute defense packet with independently verified evidence for payment disputes.",
              "inputSchema": {
                "properties": {
                  "amount": {
                    "description": "Disputed amount in cents",
                    "type": "number"
                  },
                  "booking_id": {
                    "description": "Booking UUID",
                    "type": "string"
                  },
                  "dispute_id": {
                    "description": "Dispute ID (if available)",
                    "type": "string"
                  }
                },
                "required": [
                  "booking_id"
                ],
                "type": "object"
              },
              "name": "get_dispute_defense_packet"
            },
            {
              "description": "Assess risk factors for a specific booking with protection recommendations.",
              "inputSchema": {
                "properties": {
                  "booking_id": {
                    "description": "Booking UUID to assess",
                    "type": "string"
                  },
                  "include_guest_risk": {
                    "description": "Include guest risk analysis (default true)",
                    "type": "boolean"
                  }
                },
                "required": [
                  "booking_id"
                ],
                "type": "object"
              },
              "name": "assess_booking_risk"
            },
            {
              "description": "Check onboarding status for a property \u2014 what steps are complete and what's missing.",
              "inputSchema": {
                "properties": {
                  "lilo_code": {
                    "description": "Property lilo code (e.g. PROP-6408)",
                    "type": "string"
                  },
                  "property_id": {
                    "description": "Property UUID (alternative to lilo_code)",
                    "type": "string"
                  }
                },
                "required": [],
                "type": "object"
              },
              "name": "get_onboarding_status"
            }
          ]
        }
      },
      "bad_protocol_status_code": 200,
      "delete_error": null,
      "delete_status_code": null,
      "expired_session_error": null,
      "expired_session_status_code": null,
      "issues": [
        "missing_session_id",
        "missing_protocol_header",
        "bad_protocol_not_rejected"
      ],
      "last_event_id_visible": false,
      "protocol_header_present": false,
      "requested_protocol_version": "2024-11-05",
      "session_id_present": false,
      "transport": "streamable-http"
    }
  },
  "remote_url": "https://mcp.lilo.property/mcp",
  "server_card_payload": null,
  "server_identifier": "io.github.lilo-property/mcp-server"
}

Known versions

1.0.0

Validation history

7 day score delta

+0.0

30 day score delta

+0.0

Recent healthy ratio

100%

Freshness

607.3h

Timestamp	Status	Score	Latency	Tools
Apr 08, 2026 11:33:11 PM UTC	Healthy	74.3	1555.5 ms	64
Apr 07, 2026 11:32:55 PM UTC	Healthy	74.3	543.8 ms	64
Apr 06, 2026 11:32:36 PM UTC	Healthy	74.3	2382.2 ms	64
Apr 05, 2026 11:29:22 PM UTC	Healthy	74.3	926.1 ms	64
Apr 04, 2026 11:25:47 PM UTC	Healthy	73.8	680.9 ms	64
Apr 03, 2026 11:24:27 PM UTC	Healthy	74.3	886.9 ms	64
Apr 02, 2026 11:23:16 PM UTC	Healthy	74.3	588.5 ms	64
Apr 01, 2026 11:21:24 PM UTC	Healthy	74.3	1394.9 ms	64

Validation timeline

Validated	Summary	Score	Protocol	Auth mode	Tools	High-risk tools	Changes
Apr 08, 2026 11:33:11 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Apr 07, 2026 11:32:55 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Apr 06, 2026 11:32:36 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Apr 05, 2026 11:29:22 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Apr 04, 2026 11:25:47 PM UTC	Healthy	73.8	2024-11-05	public	64	6	none
Apr 03, 2026 11:24:27 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Apr 02, 2026 11:23:16 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Apr 01, 2026 11:21:24 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Mar 31, 2026 11:18:37 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Mar 30, 2026 11:16:45 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Mar 29, 2026 11:13:10 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none
Mar 28, 2026 08:46:49 PM UTC	Healthy	74.3	2024-11-05	public	64	6	none

Recent validation runs

Started	Status	Summary	Latency	Checks
Apr 08, 2026 11:33:10 PM UTC	Completed	Healthy	1555.5 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 07, 2026 11:32:54 PM UTC	Completed	Healthy	543.8 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 06, 2026 11:32:34 PM UTC	Completed	Healthy	2382.2 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 05, 2026 11:29:21 PM UTC	Completed	Healthy	926.1 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 04, 2026 11:25:46 PM UTC	Completed	Healthy	680.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 03, 2026 11:24:26 PM UTC	Completed	Healthy	886.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 02, 2026 11:23:16 PM UTC	Completed	Healthy	588.5 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 01, 2026 11:21:23 PM UTC	Completed	Healthy	1394.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 31, 2026 11:18:36 PM UTC	Completed	Healthy	583.9 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 30, 2026 11:16:44 PM UTC	Completed	Healthy	500.3 ms	action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe