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ai.revuo/revuo

Revuo

Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.

JSON report • Policy • Badge metadata • History API • • Global feed

DECISION SUMMARY

Production trust decision

Allow With Approval

Production readiness

Safe for evaluation

Score

61.5

Top 31.7% of 278 scored public servers. Live-validated, non-Failing servers with at least one inspected tool, ranked on the same publicly displayed score shown on this page.

Confidence

High

Based on evidence completeness, recency, and validation density.

Evidence age

9.8h old

Freshness: fresh. Snapshot trustsnap_f268091f66d373d6.

Top risk drivers

Utility Coverage
Step Up Auth
Resource Contract

Recommended actions

Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.
Publish /.well-known/oauth-authorization-server from your issuer and include registration endpoint when supported.

Next action

export policy, require approval for writes, add authenticated validation

no blocking gaps found in current evidence

Compare alternatives Export policy Open report JSON Dispute this assessment

Observed Attention

Low observed attention

AI discovery detected. This MCP server has recently appeared in AI-assisted discovery or evaluation traffic on Verify.

AI crawler activity
profile inspection

Bucketed signal based on recent segmented Verify telemetry. Crawler and evaluator activity is not treated as confirmed human demand.

Claim this profile to control the metadata agents are reading and publish verified ownership, security contact, policy metadata, badge status, and Intelligence API fields.

Risks Compatibility Evidence Fix it Governance History Technical details

Status

Healthy

Score

61.5

Transport

streamable-http

Tools

Ownership

Unclaimed

Claim, revalidate, or manage this server

DISPUTE THIS ASSESSMENT

Dispute this assessment

If any published claim about this server -- its score, a risk flag, a capability classification, or its taxonomy -- is factually wrong, tell us what evidence shows and we will review it. This does not require claiming or verifying ownership of the server first.

Verify responds to disputes within 5 business days and resolves them within 15.

Dispute history

No disputes filed for this server.

Risks

Security posture

Tools analyzed

High-risk tools

Destructive tools

Exec tools

Egress tools

Secret tools

Bulk-access tools

Risk distribution

medium:14

Tool capability & risk inventory

Tool	Capabilities	Risk	Findings	Notes	Evidence
`tools.get`	read network	Medium	arbitrary network egress	Safeguards hinted in metadata.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "name": { "description": "Normalized tool name (e.g. 'search_issues', 'send_message')", "type": "string" }, "productSlug": { "description": "Slug of the product that exposes this tool (e.g. 'linear', 'github')", "type": "string" } }, "required": [ "productSlug", "name" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`categories.list`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": {}, "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`mcp.score_server`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "refresh": { "default": false, "description": "When passing slug, force a fresh probe instead of using cached probe data. Default false.", "type": "boolean" }, "slug": { "default": null, "description": "Product slug whose direct-probe MCP server to score. Mutually exclusive with url.", "type": [ "string", "null" ] }, "url": { "default": null, "description": "MCP endpoint URL (HTTPS) to probe and score. Mutually exclusive with slug.", "type": [ "string", "null" ] } }, "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`products.get_mcp_setup`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "slug": { "description": "Product slug (URL-friendly identifier)", "type": "string" } }, "required": [ "slug" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`products.get`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "slug": { "description": "Product slug (URL-friendly identifier)", "type": "string" } }, "required": [ "slug" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`tools.find_for_task`	read network	Medium	arbitrary network egress	Safeguards hinted in metadata.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "access": { "default": null, "description": "Optional access-class filter: 'open' (callable anonymously), 'keyed', 'account', 'commercial', or 'unknown'. Omit for all \u2014 Open tools are boosted, not required.", "type": [ "string", "null" ] }, "limit": { "default": 10, "description": "Maximum number of tool results to return", "type": "integer" }, "remoteOnly": { "default": true, "description": "If true (default), only return tools from remote-capable MCP servers", "type": "boolean" }, "taskDescription": { "description": "Natural language description of the task you want to accomplish", "type": "string" } }, "required": [ "taskDescription" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`directory.overview`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": {}, "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`rankings.get`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "category": { "description": "Category slug (e.g. 'pim-software'). Use categories.list for valid slugs.", "type": "string" }, "limit": { "default": 25, "description": "Max ranked entries to return (caps at 50)", "type": "integer" } }, "required": [ "category" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`tools.search`	read network	Medium	arbitrary network egress freeform input surface	Safeguards hinted in metadata.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "access": { "default": null, "description": "Optional access-class filter: 'open' (callable anonymously), 'keyed', 'account', 'commercial', or 'unknown'. Omit for all.", "type": [ "string", "null" ] }, "limit": { "default": 20, "description": "Maximum number of results to return", "type": "integer" }, "query": { "description": "Search query to find tools by name or capability. Natural-language phrases work best (semantic search).", "type": "string" }, "remoteOnly": { "default": false, "description": "If true, only return tools available via remote (network-hosted) MCP servers", "type": "boolean" } }, "required": [ "query" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress", "freeform_input_surface" ] } Dispute this classification
`tools.list_by_name`	read network	Medium	arbitrary network egress	Safeguards hinted in metadata.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "name": { "description": "Normalized tool name (e.g. 'search', 'create_issue')", "type": "string" } }, "required": [ "name" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`tools.changes`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "knownHash": { "default": null, "description": "The schema hash you cached earlier (products.get_mcp_setup \u2192 server.schema.hash). Exact-mismatch drift signal.", "type": [ "string", "null" ] }, "server": { "default": null, "description": "The server qualifiedName your knownHash belongs to. Required with knownHash on a multi-server product.", "type": [ "string", "null" ] }, "since": { "default": null, "description": "ISO-8601 timestamp you last cached at. Reports whether a schema change was recorded after it.", "type": [ "string", "null" ] }, "slug": { "description": "Product slug whose MCP tool schema to check.", "type": "string" } }, "required": [ "slug" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`products.search`	read network	Medium	arbitrary network egress freeform input surface	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "category": { "default": null, "description": "Optional category slug to filter results", "type": [ "string", "null" ] }, "query": { "description": "Search query \u2014 capability slug or natural-language description; falls back to name match", "type": "string" } }, "required": [ "query" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress", "freeform_input_surface" ] } Dispute this classification
`products.find_agent_ready`	read network	Medium	arbitrary network egress	Safeguards hinted in metadata.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "limit": { "default": 20, "description": "Maximum number of results to return per page. Caps at 50.", "type": "integer" }, "minimumScore": { "default": 30, "description": "Minimum composite agent readiness score (0-100). Higher = more agent-ready. 0 returns everything; 50 is a usable threshold.", "type": "integer" }, "skip": { "default": 0, "description": "Number of results to skip (for pagination). Default 0.", "type": "integer" } }, "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification
`products.find_by_capability`	read network	Medium	arbitrary network egress	No explicit safeguard hints detected.	Schema & evidence { "annotations": { "openWorldHint": true, "readOnlyHint": true }, "capabilities": [ "read", "network" ], "input_schema": { "properties": { "capability": { "description": "Capability slug ('salesforce-integration') OR natural-language description ('integrates with Salesforce')", "type": "string" }, "category": { "default": null, "description": "Optional category slug to scope the search (e.g. 'pim', 'tender-management', 'billing')", "type": [ "string", "null" ] }, "limit": { "default": 20, "description": "Maximum number of results to return", "type": "integer" } }, "required": [ "capability" ], "type": "object" }, "risk_flags": [ "arbitrary_network_egress" ] } Dispute this classification

Write-action governance

Governance status

Safe to publish

✓

Auth boundary

public_or_unclear

Blast radius

Low

High-risk tools

Confirmation signals

products.get, tools.search, tools.changes, products.search, products.find_agent_ready, products.find_by_capability

Safeguard count

Status detail: No unsafe write-action governance gaps detected on the latest validation.

Tool	Risk	Flags	Safeguards
No high-risk tools were detected on the latest run.

Recommended runtime policy

Allow

Default policy stance (medium risk ceiling, write actions require approval, no OAuth requirement). Answers "what may an agent do right now" -- a separate question from production readiness, which answers "how suitable is this server for adoption." Customize via policy export.

No policy blockers under the default policy stance.

Action-controls diff

Snapshot changed

Disabled-by-default candidates

none

New actions

Action	Risk	Flags
No newly added actions.

Changed actions

Action	Change types	Risk
No materially changed actions.

Critical alerts

High/critical-severity alerts

Production verdicts degrade quickly when high or critical-severity alerts are active.

Compatibility

Client compatibility verdicts

Client compatibility only means the server shape can work with a client. Production trust decision and write-action publishing are evaluated separately so a client-compatible server can still be blocked for production.

Client compatibility: ChatGPT

Not client-compatible

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; OAuth interoperability should be strong.; OAuth is not configured, so this client cannot authenticate without additional setup.; Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.; Transport compliance failed or did not complete successfully.

Confidence: high (77.5)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Warning
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.

Client compatibility: Claude

Not client-compatible

OAuth is not configured, so this client cannot authenticate without additional setup.; Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.; Transport compliance failed or did not complete successfully.

Confidence: high (77.5)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history, server_card

Disagreements: none

initialize • OK
tools_list • OK
transport_compliance_probe • Warning

Write-action publishing

Publishing allowed

Current write surface is bounded enough for cautious review with production policy controls.

Confidence: high (77.5)

Evidence provenance

Winner: live_validation

Supporting sources: live_validation, history

Disagreements: none

action_safety_probe • OK

Snapshot churn risk

Low

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

Confidence: high (77.5)

Evidence provenance

Winner: history

Supporting sources: history, live_validation

Disagreements: none

tool_snapshot_probe • OK
connector_replay_probe • OK

Client compatibility gate details

ChatGPT custom connector

Not client-compatible

Remediation checklist

Add OAuth-based authentication for remote connector auth.
Support dynamic client registration (DCR) to simplify connector setup.
Improve OAuth interoperability -- see the OAuth Interop score breakdown.
Configure OAuth for authenticated remote MCP access.
Satisfy OAuth, compatibility, and connector-refresh requirements before using the Messages API remote MCP path.
Resolve transport compliance issues before wider client rollout.

Claude remote MCP

Not client-compatible

Remediation checklist

Configure OAuth for authenticated remote MCP access.
Satisfy OAuth, compatibility, and connector-refresh requirements before using the Messages API remote MCP path.
Resolve transport compliance issues before wider client rollout.

Write-safe publishing

Ready

No explicit blockers recorded.

Remediation checklist

No explicit blockers recorded.

Verdict traces

Production verdict

Safe for evaluation

The server is suitable for evaluation, but remaining gaps should be resolved before broad production use.

Confidence: high (77.5)

Winning source: live_validation

Triggering alerts

No active alert triggers.

Client verdict trace table

Verdict	Status	Checks	Winning source	Conflicts
`openai_connectors`	Not client-compatible	initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe	live_validation	none
`claude_desktop`	Not client-compatible	initialize, tools_list, transport_compliance_probe	live_validation	none
`unsafe_for_write_actions`	Publishing allowed	action_safety_probe	live_validation	none
`snapshot_churn_risk`	Low	tool_snapshot_probe, connector_replay_probe	history	none

Publishability policy profiles

ChatGPT custom connector compatibility

Compatible with review

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; OAuth interoperability should be strong.; OAuth is not configured, so this client cannot authenticate without additional setup.; Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.

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

Claude remote MCP compatibility

Connector-compatible

OAuth is not configured, so this client cannot authenticate without additional setup.; Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.

Search Fetch Only: Yes
Write Actions Present: No
Oauth Configured: No
Admin Refresh Required: No
Safe For Company Knowledge: Yes
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.; OAuth interoperability should be strong.

remote_http_endpoint: Passes
oauth_discovery: Degraded
frozen_tool_snapshot_refresh: Passes
request_association: Not Assessed

Anthropic remote MCP fixture

Passes

Remote MCP transport and discovery assumptions are satisfied.

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

Recommended for

Claude Desktop

Claude Desktop is marked compatible with score 100.

Smithery

Smithery is marked compatible with score 80.

Generic Streamable HTTP

Generic Streamable HTTP is marked compatible with score 100.

Evidence

Current trust snapshot

Snapshot ID

trustsnap_f268091f66d373d6

Use this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.

Snapshot generated

Aug 12, 2026 11:11:16 PM UTC

All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.

Last validated

Aug 12, 2026 01:26:21 PM UTC

Age: 9.75h • evidence age tier: Verified in last 24h • display score: 61.46

Canonical machine links

Compare index

/compare.json

Compare API

/v1/compare?server=ai.revuo%2Frevuo

Trust summary

/v1/servers/ai.revuo/revuo/trust-summary

Report JSON

/v1/servers/ai.revuo/revuo/report

Policy export

/v1/servers/ai.revuo/revuo/policy

Badge metadata

/v1/servers/ai.revuo/revuo/badge

Ledger evidence

/v1/servers/ai.revuo/revuo/ledger

Human compare URL

/compare?server=ai.revuo%2Frevuo

Evidence confidence

Confidence score

77.5

Based on 2 recent validations, 13 captured checks, and validation age of 9.7 hours.

Live checks captured

More direct checks increase trust in the current verdict.

Validation age

9.8h

Lower age means fresher evidence.

Latest validation evidence

Latest summary

Healthy

Validation profile

remote_mcp

Started

Aug 12, 2026 01:26:18 PM UTC

Latency

3221.9 ms

Failures

oauth_authorization_server no authorization server
oauth_protected_resource Client error '404 Not Found' for url 'https://www.revuo.ai/.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 Not Found' for url 'https://www.revuo.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404

Checks

Check	Status	Latency	Evidence
`action_safety_probe`	OK	n/a	14 egress-capable tool(s); no clear auth boundary; safeguards=5; confirmation=products.get, tools.search, tools.changes, products.search, +2 more.
`advanced_capabilities_probe`	Warning	n/a	Only 1 capability signal(s): structured outputs.
`connector_publishability_probe`	Warning	n/a	Publishability blockers: step up auth, request association, server card.
`connector_replay_probe`	OK	n/a	Backward compatible with no breaking tool-surface changes.
`determinism_probe`	OK	194.6 ms	Check completed
`initialize`	OK	300.7 ms	Protocol 2025-03-26
`interactive_flow_probe`	Missing	n/a	Check completed
`oauth_authorization_server`	Missing	n/a	no authorization server
`oauth_protected_resource`	Error	287.6 ms	Client error '404 Not Found' for url 'https://www.revuo.ai/.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	466.6 ms	Fetched https://www.revuo.ai/robots.txt
`prompt_get`	Missing	n/a	not advertised
`prompts_list`	Missing	179.4 ms	not advertised
`protocol_version_probe`	Warning	n/a	Claims 2025-03-26; 2 release(s) behind 2025-11-25.
`provenance_divergence_probe`	Not_Assessed	n/a	Check completed
`request_association_probe`	Missing	n/a	No request-association capabilities were advertised.
`resource_read`	Missing	n/a	not advertised
`resources_list`	Missing	287.7 ms	not advertised
`schema_divergence_probe`	Missing	n/a	no server card tools
`server_card`	Error	332.9 ms	Client error '404 Not Found' for url 'https://www.revuo.ai/.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	223.8 ms	14 tool(s) exposed
`transport_compliance_probe`	Warning	376.9 ms	Issues: missing session id, missing protocol header (bad protocol=400).
`utility_coverage_probe`	Missing	326.5 ms	No completions evidence; no pagination evidence; tasks missing.

Known versions

1.0.0

Public server reputation

Validation success 7d

1.0

Validation success 30d

1.0

Mean time to recover

n/a

Breaking diffs 30d

Registry drift frequency 30d

Snapshot changes 30d

Benchmark tasks

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

Utility coverage

Probe status

Missing

Completions

not detected

Completion probe target: none

Pagination

not detected

No nextCursor evidence.

Tasks

Missing

Advertised: no

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.

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

Newly assessed dimensions: none

No longer assessed dimensions: none

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

Registry & provenance divergence

Probe status

Not_Assessed

Direct official match

yes

Drift fields

none

Cross-registry alias disagreements

none

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

Active alerts

No active alerts for the current server state.

Aliases & registry graph

Identifier	Source	Canonical	Identity evidence	Score
`ai.revuo/revuo`	official_registry	yes	canonical	61.5

Alias consolidation

Strong alias identity requires matching remote URL, server-card URL, repository slug, or explicit registry cross-reference; shared provider namespace alone is not identity.

Canonical identifier

ai.revuo/revuo

Duplicate aliases

Registry sources

official_registry

Remote URLs

https://www.revuo.ai/api/mcp

Homepages

none

Source disagreements

Field	What differs	Observed values
No source disagreements detected.

Fix it

Why this score?

Access & Protocol

24/44

Connectivity, auth, and transport expectations for common clients.

Interface Quality

31/56

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

Security Posture

22/36

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

Reliability & Trust

22/24

Operational stability, consistency, and trustworthiness over time.

Discovery & Governance

14/28

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

2/4

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

3/4

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

3/4

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

0/4

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

Resource Contract

0/4

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

Discovery Metadata

1/4

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

4/4

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

Result Shape Stability

4/4

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

OAuth Interop

0/4

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

2/4

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

0/4

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

Transport Compliance

2/4

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

Utility Coverage

0/4

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

Advanced Capability Coverage

0/4

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

0/4

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

Interactive Flow Safety

0/4

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

Action Safety

3/4

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.

Safety Transparency

2/4

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

1/4

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

Execution / Sandbox Safety

4/4

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

Data Exfiltration Resilience

3/4

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

Least Privilege Scope

3/4

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

1/4

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.

1 component(s) not assessed for this run: Provenance Divergence

Experimental candidate components

Personal Data Exposure

8.5

Experimental candidate, weight 0. Export and bulk-access evidence only; no impact on totals, verdicts, rankings, or gates.

Actionable remediation

Severity	Remediation	Why it matters	Recommended action
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	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.	Advertise a current MCP protocol revision (2025-06-18 or later) in both the initialize response and the MCP-Protocol-Version header. Playbook Update the server's advertised protocol version to a current MCP revision (2025-06-18 or later). Return the negotiated version consistently in both the `initialize` response and the `MCP-Protocol-Version` header. Revalidate and confirm `protocol_version_probe` reports `ok`.
Medium	Close connector-publishing gaps	Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability.
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 Serve `/.well-known/openid-configuration` with `issuer`, `jwks_uri`, `authorization_endpoint`, and `token_endpoint`. List supported grant types in `grant_types_supported` and scopes in `scopes_supported`. Revalidate and confirm the `openid_configuration` check returns `ok`.
Medium	Support resumable HTTP sessions cleanly	Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports.	Persist session state keyed by Mcp-Session-Id and honor Last-Event-ID on GET reconnects so clients can resume a dropped Streamable HTTP session. Playbook Persist session state keyed by `Mcp-Session-Id` so a client can reconnect after a dropped connection. Honor `Last-Event-ID` on GET reconnects to replay missed SSE events instead of erroring. Revalidate and confirm `session_resume_probe` no longer returns `warning`.
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.	Advertise only the advanced capabilities (roots, sampling, elicitation) you have actually implemented end to end in the initialize capabilities object. Playbook Add the capabilities you actually support (`roots`, `sampling`, `elicitation`) to the `capabilities` object returned from `initialize`. Only advertise a capability once the corresponding request/response flow is implemented end to end. Revalidate and confirm `advanced_capabilities_probe` reflects the updated capability set.

Point loss breakdown

Component	Current	Points missing
Utility Coverage	0/4	-4.0
Step Up Auth	0/4	-4.0
Resource Contract	0/4	-4.0
Request Association	0/4	-4.0
Recovery Semantics	0/4	-4.0
Prompt Contract	0/4	-4.0
OAUTH Interop	0/4	-4.0
Interactive Flow Safety	0/4	-4.0
Advanced Capability Coverage	0/4	-4.0
Egress SSRF Resilience	1/4	-3.0
Discovery Metadata	1/4	-3.0
Dependency Supply Chain Signal	1/4	-3.0

Compatibility profiles

OpenAI Connectors

66.7

partial (6 of 9 requirements met)

OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; OAuth interoperability should be strong.

Connector URL: https://www.revuo.ai/api/mcp
# No OAuth metadata detected.
# Server: ai.revuo/revuo

Claude Desktop

100.0

compatible (6 of 6 requirements met)

No major blockers detected.

{
  "mcpServers": {
    "revuo": {
      "command": "npx",
      "args": ["mcp-remote", "https://www.revuo.ai/api/mcp"]
    }
  }
}

Smithery

80.0

compatible (4 of 5 requirements met)

Metadata quality should be serviceable.

smithery mcp add "https://www.revuo.ai/api/mcp"

Generic Streamable HTTP

100.0

compatible (6 of 6 requirements met)

No major blockers detected.

curl -sS https://www.revuo.ai/api/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"}}}'

Governance

MCP TrustOps

TrustOps turns this report into operational controls: validation targets and SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.

Evidence age tier

Verified in last 24h

Policy evidence-age limit (a runtime constraint, distinct from the public 24h freshness window and from a plan's validation target/SLA): 168.0h • confidence-weighted score (display score discounted for evidence age and confidence -- an internal TrustOps input, not the public score): 47.6 • evidence too old to display: ✕

Policy exports

Export policy

Formats: json, rego, yaml, github_action, gateway_config, client_report

Runtime routing

/v1/decide

Returns allowed tools, blocked tools, approval requirement, and reason.

Hosted runtime

Verify Hosted MCP

Deploy trusted servers from GitHub with secrets, egress controls, releases, rollback, and audit events.

Authenticated validation

Premium publisher feature: paid authenticated runs verify scopes, write-action safeguards, and authorized tool execution.

Active trust badges

Freshly Validated Write-Safe No Critical Risk

Semantic benchmarks

available

Templates cover GitHub, database, healthcare, web search, and CRM least-privilege jobs.

Supply chain

metadata signal

Deep scan checks are marked separately from public metadata signals.

Compliance metadata

Terms, privacy, SOC 2, HIPAA, GDPR, retention, deletion, and audit-log fields are tracked as enterprise metadata.

Alert subscription types

Status changes Score drops or recovers Evidence-age policy breach Validation schema drift OAuth or auth behavior changes Tool surface changes New or changed write tool Supply-chain signal changes Legal or compliance metadata changes

MCP Runtime hosting

Verify Hosted MCP turns a trusted server report into a managed remote MCP endpoint with GitHub deployment provenance, sandbox policy, encrypted secrets, release history, rollback, and audit/usage events.

Activation readiness

Trusted hosted runtimes require fresh validation, a passing server state, a remote endpoint, and a minimum score.

Minimum tier

TrustOps

Publisher claim plus paid TrustOps tier are required before secrets or releases can be created.

Hosted endpoint

/hosted/{namespace}/{name}/mcp

The endpoint enforces egress allowlists and records audit/usage events.

Blockers

score_below_hosting_threshold

Deployment	Status	Endpoint	Release
No hosted runtime deployments yet.

Authenticated validation sessions

Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.

Latest profile

remote_mcp

Authenticated session used

Public score isolation

✓

Preview endpoint

/v1/verify

CI preview endpoint

/v1/ci/preview

Install snippets

Openai Connectors

Connector URL: https://www.revuo.ai/api/mcp
# No OAuth metadata detected.
# Server: ai.revuo/revuo

Claude Desktop

{
  "mcpServers": {
    "revuo": {
      "command": "npx",
      "args": ["mcp-remote", "https://www.revuo.ai/api/mcp"]
    }
  }
}

Smithery

smithery mcp add "https://www.revuo.ai/api/mcp"

Generic Http

curl -sS https://www.revuo.ai/api/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

tools.get categories.list mcp.score_server products.get_mcp_setup products.get tools.find_for_task directory.overview rankings.get

Showing 8 of 14 tools.

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

Live capability counts

14 tools • 0 prompts • 0 resources

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

Inspect with Verify

search fetch search_servers recommend_servers get_server_report compare_servers

Use Verify itself to search, recommend, compare, and fetch the full report for ai.revuo/revuo.

Direct machine links

JSON report • Compare this server • Verify MCP API

History

Validation history

7 day score delta

n/a

30 day score delta

n/a

Recent healthy ratio

100%

Freshness

9.8h

Timestamp	Status	Score	Latency	Tools
Aug 12, 2026 01:26:21 PM UTC	Healthy	61.5	3221.9 ms	14
Aug 12, 2026 01:25:27 AM UTC	Healthy	61.5	3739.0 ms	14
Aug 11, 2026 01:22:32 PM UTC	Healthy	61.5	3669.6 ms	not fetched
Aug 11, 2026 01:21:53 AM UTC	Healthy	61.5	3948.8 ms	not fetched
Aug 10, 2026 01:21:46 PM UTC	Healthy	61.5	4235.9 ms	not fetched
Aug 10, 2026 01:21:21 AM UTC	Healthy	61.5	5384.6 ms	not fetched
Aug 09, 2026 01:20:46 PM UTC	Healthy	61.5	3663.6 ms	not fetched
Aug 09, 2026 01:20:29 AM UTC	Healthy	61.5	4033.7 ms	not fetched

Validation timeline

Validated	Summary	Score	Protocol	Auth mode	Tools	Changes
Aug 12, 2026 01:26:21 PM UTC	Healthy	61.5	2025-03-26	public	14	none
Aug 12, 2026 01:25:27 AM UTC	Healthy	61.5	2025-03-26	public	14	none
Aug 11, 2026 01:22:32 PM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 11, 2026 01:21:53 AM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 10, 2026 01:21:46 PM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 10, 2026 01:21:21 AM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 09, 2026 01:20:46 PM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 09, 2026 01:20:29 AM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 08, 2026 01:20:18 PM UTC	Healthy	n/a	unknown	unknown	not fetched	none
Aug 08, 2026 01:14:14 AM UTC	Healthy	n/a	unknown	unknown	not fetched	none

Recent validation runs

Recent validation runs for this MCP server
Started	Status	Summary	Latency	Checks
Aug 12, 2026 01:26:18 PM UTC	Completed	Healthy	3221.9 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Aug 12, 2026 01:25:23 AM UTC	Completed	Healthy	3739.0 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Aug 11, 2026 01:22:28 PM UTC	Completed	Healthy	3669.6 ms	`not fetched (not counted in confidence)`
Aug 11, 2026 01:21:49 AM UTC	Completed	Healthy	3948.8 ms	`not fetched (not counted in confidence)`
Aug 10, 2026 01:21:42 PM UTC	Completed	Healthy	4235.9 ms	`not fetched (not counted in confidence)`
Aug 10, 2026 01:21:16 AM UTC	Completed	Healthy	5384.6 ms	`not fetched (not counted in confidence)`
Aug 09, 2026 01:20:42 PM UTC	Completed	Healthy	3663.6 ms	`not fetched (not counted in confidence)`
Aug 09, 2026 01:20:25 AM UTC	Completed	Healthy	4033.7 ms	`not fetched (not counted in confidence)`
Aug 08, 2026 01:20:15 PM UTC	Completed	Healthy	3145.2 ms	`not fetched (not counted in confidence)`
Aug 08, 2026 01:14:10 AM UTC	Completed	Healthy	3910.6 ms	`not fetched (not counted in confidence)`

Incident & change feed

Timestamp	Event	Details
Aug 12, 2026 01:26:21 PM UTC	Latest validation: healthy	Score 61.5 with status healthy.
Aug 05, 2026 10:59:53 AM UTC	Score corrected (post-1.0.503 remediation, R1 zero-anchoring)	Prior: 72.43. Corrected: 69.42.

Technical details

Raw evidence view

Show raw JSON evidence

{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [
          "products.get",
          "tools.search",
          "tools.changes",
          "products.search",
          "products.find_agent_ready",
          "products.find_by_capability"
        ],
        "reason": null,
        "safeguard_count": 5,
        "summary": {
          "annotation_conflict_tools": 1,
          "bulk_access_tools": 0,
          "capability_distribution": {
            "network": 14,
            "read": 14
          },
          "declared_non_read_only_tools": 0,
          "destructive_tools": 0,
          "egress_tools": 14,
          "exec_tools": 0,
          "has_mutating_capability": false,
          "has_non_read_capability": false,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 0,
            "medium": 14
          },
          "secret_tools": 0,
          "tool_count": 14
        }
      },
      "latency_ms": null,
      "status": "ok"
    },
    "advanced_capabilities_probe": {
      "details": {
        "capabilities": {
          "completions": false,
          "elicitation": false,
          "prompts": false,
          "resource_links": false,
          "resources": false,
          "roots": false,
          "sampling": false,
          "structured_outputs": true
        },
        "enabled": [
          "structured_outputs"
        ],
        "enabled_count": 1,
        "initialize_capability_keys": [
          "logging",
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "step_up_auth",
          "request_association",
          "server_card"
        ],
        "criteria": {
          "action_safety": true,
          "auth_flow": true,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": true,
          "remote_transport": true,
          "request_association": false,
          "server_card": false,
          "session_resume": true,
          "step_up_auth": false,
          "tool_surface": true,
          "tools_list": true,
          "transport_compliance": true
        },
        "high_risk_tools": 0,
        "tool_count": 14,
        "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": "e1ebc4d0cc6dda2d4c1d49c50a8bed84b19067cb5f93394b8f63bd33b4b8a979",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 194.57,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "text/event-stream",
          "strict-transport-security": "max-age=315360000; includeSubDomains; preload"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "logging": {},
              "tools": {}
            },
            "protocolVersion": "2025-03-26",
            "serverInfo": {
              "description": "B2B SaaS directory built for the AI-citation era. Capability-structured, continuously verified listings exposed to agents via MCP. Three locked verticals: PIM/PXM, Tender Management, Billing & Invoicing.",
              "icons": [
                {
                  "mimeType": "image/svg+xml",
                  "sizes": [
                    "any"
                  ],
                  "src": "https://www.revuo.ai/favicon.svg"
                }
              ],
              "name": "revuo",
              "title": "Revuo",
              "version": "1.0.0",
              "websiteUrl": "https://www.revuo.ai"
            }
          }
        },
        "url": "https://www.revuo.ai/api/mcp"
      },
      "latency_ms": 300.67,
      "status": "ok"
    },
    "interactive_flow_probe": {
      "details": {
        "oauth_supported": false,
        "prompt_available": false,
        "risk_hits": [],
        "safe_hits": []
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_authorization_server": {
      "details": {
        "reason": "no_authorization_server"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "oauth_protected_resource": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://www.revuo.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://www.revuo.ai/.well-known/oauth-protected-resource"
      },
      "latency_ms": 287.6,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "ai.revuo/revuo",
        "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": {
        "consent_error": null,
        "headers": {
          "content-type": "text/plain; charset=utf-8",
          "strict-transport-security": "max-age=315360000; includeSubDomains; preload"
        },
        "http_status": 200,
        "url": "https://www.revuo.ai/robots.txt",
        "validation_disallowed": false
      },
      "latency_ms": 466.63,
      "status": "ok"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "headers": {
          "content-type": "text/event-stream",
          "strict-transport-security": "max-age=315360000; includeSubDomains; preload"
        },
        "http_status": 200,
        "payload": {
          "error": {
            "code": -32601,
            "message": "Method 'prompts/list' is not available."
          },
          "id": 3,
          "jsonrpc": "2.0"
        },
        "reason": "not_advertised",
        "url": "https://www.revuo.ai/api/mcp"
      },
      "latency_ms": 179.42,
      "status": "missing"
    },
    "protocol_version_probe": {
      "details": {
        "claimed_version": "2025-03-26",
        "lag_days": 244,
        "latest_known_version": "2025-11-25",
        "releases_behind": 2,
        "validator_protocol_version": "2025-03-26"
      },
      "latency_ms": null,
      "status": "warning"
    },
    "provenance_divergence_probe": {
      "details": {
        "comparable_field_count": 0,
        "compared_fields": [
          "title",
          "version",
          "homepage",
          "repository"
        ],
        "direct_official_match": true,
        "drift_fields": [],
        "metadata_document_count": 1,
        "readable_sources": [
          "registry"
        ],
        "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": "not_assessed"
    },
    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resources_list": {
      "details": {
        "headers": {
          "content-type": "text/event-stream",
          "strict-transport-security": "max-age=315360000; includeSubDomains; preload"
        },
        "http_status": 200,
        "payload": {
          "error": {
            "code": -32601,
            "message": "Method 'resources/list' is not available."
          },
          "id": 5,
          "jsonrpc": "2.0"
        },
        "reason": "not_advertised",
        "url": "https://www.revuo.ai/api/mcp"
      },
      "latency_ms": 287.7,
      "status": "missing"
    },
    "schema_divergence_probe": {
      "details": {
        "auth_scheme_mismatch": false,
        "card_server_name": null,
        "card_server_version": null,
        "compared_dimensions": [
          "server_name",
          "server_version",
          "declared_vs_observed_auth",
          "tool_membership",
          "parameter_names",
          "required_parameters",
          "parameter_types",
          "output_schema_presence"
        ],
        "compared_tool_count": 0,
        "live_server_name": "revuo",
        "live_server_version": "1.0.0",
        "reason": "no_server_card_tools",
        "server_name_mismatch": false,
        "server_version_mismatch": false
      },
      "latency_ms": null,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "error": "Client error '404 Not Found' for url 'https://www.revuo.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
        "url": "https://www.revuo.ai/.well-known/mcp/server-card.json"
      },
      "latency_ms": 332.93,
      "status": "error"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": "2025-03-26",
        "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": 14,
        "previous_tool_count": 14,
        "removed": [],
        "similarity": 1.0
      },
      "latency_ms": null,
      "status": "ok"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "text/event-stream",
          "strict-transport-security": "max-age=315360000; includeSubDomains; preload"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Get detailed information about a specific MCP tool, scoped to one product. Pass both the productSlug and the tool name \u2014 same-named tools across products are distinct. Response: { tool: { normalizedName, displayName, description, inputSchema, productSlug, productName, serverQualifiedName, isRemoteCapable, accessModel, healthScore, readOnly, destructive, tier, unverified, verifiedAt, position (always 1), rank (always 1.0) } }. Errors: { error: { code: 'not_found', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "name": {
                      "description": "Normalized tool name (e.g. 'search_issues', 'send_message')",
                      "type": "string"
                    },
                    "productSlug": {
                      "description": "Slug of the product that exposes this tool (e.g. 'linear', 'github')",
                      "type": "string"
                    }
                  },
                  "required": [
                    "productSlug",
                    "name"
                  ],
                  "type": "object"
                },
                "name": "tools.get",
                "outputSchema": {
                  "properties": {
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "tool": {
                      "properties": {
                        "accessModel": {
                          "enum": [
                            "Unknown",
                            "Open",
                            "Keyed",
                            "Account",
                            "Commercial",
                            null
                          ],
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "callableNow": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "description": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "destructive": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "displayName": {
                          "type": "string"
                        },
                        "healthScore": {
                          "type": [
                            "integer",
                            "null"
                          ]
                        },
                        "houseProduct": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "inputSchema": true,
                        "isRemoteCapable": {
                          "type": "boolean"
                        },
                        "normalizedName": {
                          "type": "string"
                        },
                        "position": {
                          "type": "integer"
                        },
                        "productName": {
                          "type": "string"
                        },
                        "productSlug": {
                          "type": "string"
                        },
                        "rank": {
                          "type": "number"
                        },
                        "readOnly": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "relevance": {
                          "type": [
                            "integer",
                            "null"
                          ]
                        },
                        "serverQualifiedName": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "setup": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "sponsored": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "tier": {
                          "enum": [
                            "Free",
                            "Verified",
                            "Featured"
                          ],
                          "type": "string"
                        },
                        "unverified": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "verifiedAt": {
                          "format": "date-time",
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "position",
                        "rank",
                        "normalizedName",
                        "displayName",
                        "productSlug",
                        "productName"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Lists all product categories in the directory. Use category slugs to filter product searches in products.search / products.find_by_capability. Response: { categories: [{ slug, name, description }] }. Note: this is a thin call. For a full directory briefing (subcategories, capability slugs per category, product counts, locked-vertical flags), prefer directory.overview as a single up-front call.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "categories.list",
                "outputSchema": {
                  "properties": {
                    "categories": {
                      "items": {
                        "properties": {
                          "description": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "name": {
                            "type": "string"
                          },
                          "slug": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "slug",
                          "name",
                          "description"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Score an MCP server against the Revuo quality rubric. Pass either a product slug (scored from cached probe data on the product's direct-probe MCP entry; fast) OR an endpoint URL (probed live). Returns: { target, server, summary { coreAwarded/Max/Percent, extensionAwarded/Max/Percent, probedAt }, categories[] (ServerMetadata, CapabilityQuality, ConfigurationUX, RevuoExtensions), checks[] (every rubric check with awarded/max/passed/evaluated/fixSuggestion/evidence), topFixes[] (failed checks ranked by points-at-stake), probe (probe diagnostics) }. Core score (max 100) is Smithery-comparable. Extension score covers Revuo-specific signals (response time today; freshness, error envelope, schema stability are not yet implemented and report evaluated=false \u2014 excluded from totals, never counted as a failure). A check with evaluated=false is a Revuo gap, not the server's fault. Errors: { error: { code: 'bad_input'|'not_found', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "refresh": {
                      "default": false,
                      "description": "When passing slug, force a fresh probe instead of using cached probe data. Default false.",
                      "type": "boolean"
                    },
                    "slug": {
                      "default": null,
                      "description": "Product slug whose direct-probe MCP server to score. Mutually exclusive with url.",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "url": {
                      "default": null,
                      "description": "MCP endpoint URL (HTTPS) to probe and score. Mutually exclusive with slug.",
                      "type": [
                        "string",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                },
                "name": "mcp.score_server",
                "outputSchema": {
                  "properties": {
                    "categories": {
                      "items": {
                        "properties": {
                          "awarded": {
                            "type": "number"
                          },
                          "category": {
                            "type": "string"
                          },
                          "isCore": {
                            "type": "boolean"
                          },
                          "max": {
                            "type": "number"
                          },
                          "passed": {
                            "type": "integer"
                          },
                          "percent": {
                            "type": "number"
                          },
                          "total": {
                            "type": "integer"
                          }
                        },
                        "required": [
                          "category",
                          "awarded",
                          "max",
                          "percent",
                          "passed",
                          "total",
                          "isCore"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "checks": {
                      "items": {
                        "properties": {
                          "awarded": {
                            "type": "number"
                          },
                          "category": {
                            "type": "string"
                          },
                          "evaluated": {
                            "default": true,
                            "type": "boolean"
                          },
                          "evidence": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "fixSuggestion": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "id": {
                            "type": "string"
                          },
                          "isCore": {
                            "type": "boolean"
                          },
                          "max": {
                            "type": "number"
                          },
                          "name": {
                            "type": "string"
                          },
                          "passed": {
                            "type": "boolean"
                          }
                        },
                        "required": [
                          "id",
                          "category",
                          "name",
                          "awarded",
                          "max",
                          "passed",
                          "isCore",
                          "fixSuggestion",
                          "evidence"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "probe": {
                      "properties": {
                        "endpoint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "error": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "fromCache": {
                          "type": "boolean"
                        },
                        "responseTimeMs": {
                          "type": "integer"
                        },
                        "success": {
                          "type": "boolean"
                        }
                      },
                      "required": [
                        "fromCache",
                        "success",
                        "responseTimeMs",
                        "error",
                        "endpoint"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "server": {
                      "properties": {
                        "description": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "name": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "protocolVersion": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "title": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "toolCount": {
                          "type": "integer"
                        },
                        "version": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "websiteUrl": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "name",
                        "title",
                        "version",
                        "description",
                        "websiteUrl",
                        "protocolVersion",
                        "toolCount"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "summary": {
                      "properties": {
                        "coreAwarded": {
                          "type": "number"
                        },
                        "coreMax": {
                          "type": "number"
                        },
                        "corePercent": {
                          "type": "number"
                        },
                        "extensionAwarded": {
                          "type": "number"
                        },
                        "extensionMax": {
                          "type": "number"
                        },
                        "extensionPercent": {
                          "type": "number"
                        },
                        "probedAt": {
                          "format": "date-time",
                          "type": "string"
                        }
                      },
                      "required": [
                        "coreAwarded",
                        "coreMax",
                        "corePercent",
                        "extensionAwarded",
                        "extensionMax",
                        "extensionPercent",
                        "probedAt"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "target": {
                      "properties": {
                        "kind": {
                          "type": "string"
                        },
                        "value": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "kind",
                        "value"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "topFixes": {
                      "items": {
                        "properties": {
                          "category": {
                            "type": "string"
                          },
                          "id": {
                            "type": "string"
                          },
                          "pointsAtStake": {
                            "type": "number"
                          },
                          "suggestion": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "id",
                          "category",
                          "pointsAtStake",
                          "suggestion"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Get MCP server setup instructions for a product. Returns available servers, their tools, connection details, and whether they support remote (hosted) access. Each server carries a machine-usable connect block: { transport ('http'|'local'), url, mcpJson (paste-ready snippet), claudeMcpAddCommand (`claude mcp add ...`), installLinkUrl (a tracked link that routes through Revuo for vendor attribution, then redirects to the product) }. For remote servers use mcpJson/claudeMcpAddCommand directly; for local servers follow repositoryUrl. Each server also carries schema { hash, stable, lastChangeAt } \u2014 cache the hash and pass it to tools.changes(knownHash) later to detect tool-schema drift (rug-pull / tool-poisoning). Response when MCP support exists: { product: { slug, name, websiteUrl, tier, unverified, verifiedAt }, hasMcpSupport: true, totalToolCount, servers[], agentReadiness? }. Response when product exists but lacks MCP: { product: {...}, hasMcpSupport: false, message }. Errors: { error: { code: 'not_found', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "slug": {
                      "description": "Product slug (URL-friendly identifier)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "slug"
                  ],
                  "type": "object"
                },
                "name": "products.get_mcp_setup",
                "outputSchema": {
                  "properties": {
                    "agentReadiness": {
                      "properties": {
                        "aiSummary": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "api": {
                          "properties": {
                            "apiStyles": {
                              "items": {
                                "type": "string"
                              },
                              "type": "array"
                            },
                            "authModels": {
                              "items": {
                                "type": "string"
                              },
                              "type": "array"
                            },
                            "hasFreeTier": {
                              "type": "boolean"
                            },
                            "hasPublicApi": {
                              "type": "boolean"
                            }
                          },
                          "required": [
                            "hasPublicApi",
                            "apiStyles",
                            "authModels",
                            "hasFreeTier"
                          ],
                          "type": "object"
                        },
                        "compositeScore": {
                          "type": "number"
                        }
                      },
                      "required": [
                        "compositeScore",
                        "api",
                        "aiSummary"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "hasMcpSupport": {
                      "type": [
                        "boolean",
                        "null"
                      ]
                    },
                    "message": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "product": {
                      "properties": {
                        "houseProduct": {
                          "default": null,
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "name": {
                          "type": "string"
                        },
                        "slug": {
                          "type": "string"
                        },
                        "sponsored": {
                          "default": null,
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "tier": {
                          "enum": [
                            "Free",
                            "Verified",
                            "Featured"
                          ],
                          "type": "string"
                        },
                        "unverified": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "verifiedAt": {
                          "format": "date-time",
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "websiteUrl": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "slug",
                        "name",
                        "websiteUrl",
                        "tier",
                        "unverified",
                        "verifiedAt"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "servers": {
                      "items": {
                        "properties": {
                          "connect": {
                            "properties": {
                              "claudeMcpAddCommand": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "installLinkUrl": {
                                "type": "string"
                              },
                              "mcpJson": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "transport": {
                                "type": "string"
                              },
                              "url": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              }
                            },
                            "required": [
                              "transport",
                              "url",
                              "mcpJson",
                              "claudeMcpAddCommand",
                              "installLinkUrl"
                            ],
                            "type": "object"
                          },
                          "description": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "displayName": {
                            "type": "string"
                          },
                          "isRemoteCapable": {
                            "type": "boolean"
                          },
                          "isVerified": {
                            "type": "boolean"
                          },
                          "license": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "qualifiedName": {
                            "type": "string"
                          },
                          "registries": {
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "repositoryUrl": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "schema": {
                            "properties": {
                              "hash": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "lastChangeAt": {
                                "format": "date-time",
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "stable": {
                                "type": "boolean"
                              }
                            },
                            "required": [
                              "hash",
                              "stable",
                              "lastChangeAt"
                            ],
                            "type": "object"
                          },
                          "setup": {
                            "properties": {
                              "isRemote": {
                                "type": "boolean"
                              },
                              "repositoryUrl": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "steps": {
                                "items": {
                                  "type": "string"
                                },
                                "type": "array"
                              }
                            },
                            "required": [
                              "steps",
                              "isRemote",
                              "repositoryUrl"
                            ],
                            "type": "object"
                          },
                          "tools": {
                            "items": {
                              "properties": {
                                "description": {
                                  "type": [
                                    "string",
                                    "null"
                                  ]
                                },
                                "inputSchema": true,
                                "name": {
                                  "type": "string"
                                }
                              },
                              "required": [
                                "name",
                                "description",
                                "inputSchema"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          },
                          "useCount": {
                            "type": "integer"
                          },
                          "verifiedSource": {
                            "enum": [
                              "None",
                              "Probe",
                              "Registry"
                            ],
                            "type": "string"
                          }
                        },
                        "required": [
                          "qualifiedName",
                          "displayName",
                          "description",
                          "repositoryUrl",
                          "isVerified",
                          "verifiedSource",
                          "isRemoteCapable",
                          "useCount",
                          "license",
                          "registries",
                          "tools",
                          "setup",
                          "connect",
                          "schema"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "totalToolCount": {
                      "type": [
                        "integer",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Get full details for a product by slug, including MCP integration data and agent readiness scores. Response: { product: { slug, name, tagline, description, websiteUrl, logoUrl, pricingModel, currentScore (0-100), tier (free|verified|featured), unverified (true when no approved vendor claim), verifiedAt (ISO; absent if never crawled), categories[], knownLimitations?[] (sourced weaknesses, each with evidenceUrl \u2014 weigh before recommending), alternatives?[] (neutral, score-ranked same-category options, self excluded, houseProduct disclosed) }, mcp?: { hasMcpSupport, totalToolCount, totalUseCount, servers[] }, agentReadiness?: { compositeScore (0-100), aiSummary } }. Errors: { error: { code: 'not_found', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "slug": {
                      "description": "Product slug (URL-friendly identifier)",
                      "type": "string"
                    }
                  },
                  "required": [
                    "slug"
                  ],
                  "type": "object"
                },
                "name": "products.get",
                "outputSchema": {
                  "properties": {
                    "agentReadiness": {
                      "properties": {
                        "aiSummary": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "compositeScore": {
                          "type": "number"
                        }
                      },
                      "required": [
                        "compositeScore",
                        "aiSummary"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "mcp": {
                      "properties": {
                        "hasMcpSupport": {
                          "type": "boolean"
                        },
                        "servers": {
                          "items": {
                            "properties": {
                              "displayName": {
                                "type": "string"
                              },
                              "isRemoteCapable": {
                                "type": "boolean"
                              },
                              "isVerified": {
                                "type": "boolean"
                              },
                              "qualifiedName": {
                                "type": "string"
                              },
                              "toolCount": {
                                "type": "integer"
                              },
                              "useCount": {
                                "type": "integer"
                              },
                              "verifiedSource": {
                                "enum": [
                                  "None",
                                  "Probe",
                                  "Registry"
                                ],
                                "type": "string"
                              }
                            },
                            "required": [
                              "qualifiedName",
                              "displayName",
                              "isVerified",
                              "verifiedSource",
                              "isRemoteCapable",
                              "useCount",
                              "toolCount"
                            ],
                            "type": "object"
                          },
                          "type": "array"
                        },
                        "totalToolCount": {
                          "type": "integer"
                        },
                        "totalUseCount": {
                          "type": "integer"
                        }
                      },
                      "required": [
                        "hasMcpSupport",
                        "totalToolCount",
                        "totalUseCount",
                        "servers"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "product": {
                      "properties": {
                        "alternatives": {
                          "items": {
                            "properties": {
                              "currentScore": {
                                "type": "number"
                              },
                              "houseProduct": {
                                "type": [
                                  "boolean",
                                  "null"
                                ]
                              },
                              "name": {
                                "type": "string"
                              },
                              "slug": {
                                "type": "string"
                              },
                              "tagline": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "tier": {
                                "enum": [
                                  "Free",
                                  "Verified",
                                  "Featured"
                                ],
                                "type": "string"
                              },
                              "unverified": {
                                "type": [
                                  "boolean",
                                  "null"
                                ]
                              }
                            },
                            "required": [
                              "slug",
                              "name",
                              "tagline",
                              "currentScore",
                              "tier",
                              "houseProduct",
                              "unverified"
                            ],
                            "type": "object"
                          },
                          "type": [
                            "array",
                            "null"
                          ]
                        },
                        "categories": {
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "currentScore": {
                          "type": "number"
                        },
                        "description": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "houseProduct": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "knownLimitations": {
                          "items": {
                            "properties": {
                              "detail": {
                                "type": [
                                  "string",
                                  "null"
                                ]
                              },
                              "evidenceUrl": {
                                "type": "string"
                              },
                              "severity": {
                                "enum": [
                                  "Minor",
                                  "Notable",
                                  "Significant"
                                ],
                                "type": "string"
                              },
                              "source": {
                                "enum": [
                                  "UserReview",
                                  "Editorial",
                                  "CapabilityGap",
                                  "ExternalSource"
                                ],
                                "type": "string"
                              },
                              "summary": {
                                "type": "string"
                              }
                            },
                            "required": [
                              "summary",
                              "detail",
                              "evidenceUrl",
                              "source",
                              "severity"
                            ],
                            "type": "object"
                          },
                          "type": [
                            "array",
                            "null"
                          ]
                        },
                        "logoUrl": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "name": {
                          "type": "string"
                        },
                        "pricingModel": {
                          "enum": [
                            "Free",
                            "Freemium",
                            "Paid",
                            "Enterprise",
                            "ContactUs"
                          ],
                          "type": "string"
                        },
                        "slug": {
                          "type": "string"
                        },
                        "sponsored": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "tagline": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "tier": {
                          "enum": [
                            "Free",
                            "Verified",
                            "Featured"
                          ],
                          "type": "string"
                        },
                        "unverified": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "verifiedAt": {
                          "format": "date-time",
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "websiteUrl": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "slug",
                        "name",
                        "websiteUrl",
                        "categories"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Find the best MCP tools for a given task. Describe what you want to accomplish (e.g. 'manage github issues', 'send slack messages', 'query a database') and get ranked results \u2014 each result is one (product, tool) pair, since same-named tools across providers are NOT interchangeable. By default only shows tools available via remote (network-hosted) servers. Audience: agent builders looking for installable MCP tools \u2014 for B2B SaaS recommendations, prefer products.search or products.find_by_capability. Ranking basis: relevance score desc (+1 per term hit, +3 for full-phrase hit); within an equal relevance tier, callable-now (Open access) + remote + healthy tools are boosted ahead \u2014 never a hard filter (a product-bound tool stays in its own money query), then productName. Paid tier is NOT a ranking input \u2014 it appears only as an annotation. Every result carries { position (1-based), rank (0..1; 1.0 = top, scales linearly down by ordinal position) } plus preflight annotations { accessModel (open|keyed|account|commercial), healthScore (0-100, nullable), readOnly, destructive, callableNow (true = usable anonymously right now), setup (one-line 'how to get access' pointer for non-Open tools) }. Response: { task, matchType (none|exactSlug|canonicalSlug|nlpFallback), resolvedCapabilities[], capabilityProducts[] (B2B SaaS products that claim the same capability \u2014 empty when matchType=none), results[] (MCP-tool-level matches), buckets { callableNow, requiresSetup } }. Each result: { position, rank, normalizedName, displayName, description, inputSchema, relevance, accessModel, healthScore, readOnly, destructive, callableNow, setup, productSlug, productName, serverQualifiedName, isRemoteCapable, tier, unverified, verifiedAt }. Empty case: { task, matchType, message, suggestedQueries[], suggestedCapabilities[] }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "access": {
                      "default": null,
                      "description": "Optional access-class filter: 'open' (callable anonymously), 'keyed', 'account', 'commercial', or 'unknown'. Omit for all \u2014 Open tools are boosted, not required.",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "limit": {
                      "default": 10,
                      "description": "Maximum number of tool results to return",
                      "type": "integer"
                    },
                    "remoteOnly": {
                      "default": true,
                      "description": "If true (default), only return tools from remote-capable MCP servers",
                      "type": "boolean"
                    },
                    "taskDescription": {
                      "description": "Natural language description of the task you want to accomplish",
                      "type": "string"
                    }
                  },
                  "required": [
                    "taskDescription"
                  ],
                  "type": "object"
                },
                "name": "tools.find_for_task",
                "outputSchema": {
                  "properties": {
                    "buckets": {
                      "properties": {
                        "callableNow": {
                          "type": "integer"
                        },
                        "requiresSetup": {
                          "type": "integer"
                        }
                      },
                      "required": [
                        "callableNow",
                        "requiresSetup"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "capabilityProducts": {
                      "items": {
                        "properties": {
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "matchedCapabilities": {
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "name": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "slug": {
                            "type": "string"
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tagline": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "websiteUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "slug",
                          "name",
                          "websiteUrl",
                          "matchedCapabilities"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "matchType": {
                      "enum": [
                        "None",
                        "ExactSlug",
                        "CanonicalSlug",
                        "NlpFallback",
                        null
                      ],
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "message": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "resolvedCapabilities": {
                      "items": {
                        "properties": {
                          "kind": {
                            "enum": [
                              "Unspecified",
                              "Integration",
                              "Compliance",
                              "Format",
                              "Standard",
                              "Workflow"
                            ],
                            "type": "string"
                          },
                          "name": {
                            "type": "string"
                          },
                          "slug": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "slug",
                          "name",
                          "kind"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "results": {
                      "items": {
                        "properties": {
                          "accessModel": {
                            "enum": [
                              "Unknown",
                              "Open",
                              "Keyed",
                              "Account",
                              "Commercial",
                              null
                            ],
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "callableNow": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "description": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "destructive": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "displayName": {
                            "type": "string"
                          },
                          "healthScore": {
                            "type": [
                              "integer",
                              "null"
                            ]
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "inputSchema": true,
                          "isRemoteCapable": {
                            "type": "boolean"
                          },
                          "normalizedName": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "productName": {
                            "type": "string"
                          },
                          "productSlug": {
                            "type": "string"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "readOnly": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "relevance": {
                            "type": [
                              "integer",
                              "null"
                            ]
                          },
                          "serverQualifiedName": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "setup": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "normalizedName",
                          "displayName",
                          "productSlug",
                          "productName"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "suggestedCapabilities": {
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "suggestedQueries": {
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "task": {
                      "type": [
                        "string",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Single 'call this first' entry-point that briefs an agent on the entire Revuo directory. Returns the taxonomy with subcategories, product counts per category, locked-vertical flags (the three verticals Revuo prioritizes), capability slugs valid per category, and the canonical capability-kind taxonomy (integration/compliance/format/standard/workflow). Use this once at the start of a session to ground every subsequent products.search / products.find_by_capability / tools.find_for_task call. Response: { directory: { name, tagline, url, policyUrl, capabilityKinds[] }, lockedVerticals[], categories[] (each with subcategories[], productCount, isLockedVertical, capabilitySlugs[]), tools: { ...tool-name hints } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {},
                  "type": "object"
                },
                "name": "directory.overview",
                "outputSchema": {
                  "properties": {
                    "categories": {
                      "items": {
                        "properties": {
                          "capabilitySlugs": {
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "description": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "isLockedVertical": {
                            "type": "boolean"
                          },
                          "lockedVerticalRationale": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "name": {
                            "type": "string"
                          },
                          "productCount": {
                            "type": "integer"
                          },
                          "slug": {
                            "type": "string"
                          },
                          "subcategories": {
                            "items": {
                              "properties": {
                                "capabilitySlugs": {
                                  "items": {
                                    "type": "string"
                                  },
                                  "type": "array"
                                },
                                "description": {
                                  "type": [
                                    "string",
                                    "null"
                                  ]
                                },
                                "name": {
                                  "type": "string"
                                },
                                "productCount": {
                                  "type": "integer"
                                },
                                "slug": {
                                  "type": "string"
                                }
                              },
                              "required": [
                                "slug",
                                "name",
                                "description",
                                "productCount",
                                "capabilitySlugs"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "slug",
                          "name",
                          "description",
                          "productCount",
                          "isLockedVertical",
                          "lockedVerticalRationale",
                          "capabilitySlugs",
                          "subcategories"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "directory": {
                      "properties": {
                        "capabilityKinds": {
                          "items": {
                            "properties": {
                              "description": {
                                "type": "string"
                              },
                              "kind": {
                                "type": "string"
                              }
                            },
                            "required": [
                              "kind",
                              "description"
                            ],
                            "type": "object"
                          },
                          "type": "array"
                        },
                        "capabilityTaxonomyUrl": {
                          "type": "string"
                        },
                        "name": {
                          "type": "string"
                        },
                        "policyUrl": {
                          "type": "string"
                        },
                        "tagline": {
                          "type": "string"
                        },
                        "url": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "name",
                        "tagline",
                        "url",
                        "policyUrl",
                        "capabilityTaxonomyUrl",
                        "capabilityKinds"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "lockedVerticals": {
                      "items": {
                        "properties": {
                          "listed": {
                            "type": "boolean"
                          },
                          "rationale": {
                            "type": "string"
                          },
                          "slug": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "slug",
                          "rationale",
                          "listed"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "tools": {
                      "properties": {
                        "agentReady": {
                          "properties": {
                            "name": {
                              "type": "string"
                            },
                            "use": {
                              "type": "string"
                            }
                          },
                          "required": [
                            "name",
                            "use"
                          ],
                          "type": "object"
                        },
                        "byCapability": {
                          "properties": {
                            "name": {
                              "type": "string"
                            },
                            "use": {
                              "type": "string"
                            }
                          },
                          "required": [
                            "name",
                            "use"
                          ],
                          "type": "object"
                        },
                        "byTask": {
                          "properties": {
                            "name": {
                              "type": "string"
                            },
                            "use": {
                              "type": "string"
                            }
                          },
                          "required": [
                            "name",
                            "use"
                          ],
                          "type": "object"
                        },
                        "productDetail": {
                          "properties": {
                            "name": {
                              "type": "string"
                            },
                            "use": {
                              "type": "string"
                            }
                          },
                          "required": [
                            "name",
                            "use"
                          ],
                          "type": "object"
                        },
                        "search": {
                          "properties": {
                            "name": {
                              "type": "string"
                            },
                            "use": {
                              "type": "string"
                            }
                          },
                          "required": [
                            "name",
                            "use"
                          ],
                          "type": "object"
                        }
                      },
                      "required": [
                        "search",
                        "byCapability",
                        "byTask",
                        "agentReady",
                        "productDetail"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Get the published editorial ranking (\"Best {Category}\") for a category. Ordering basis: computed editorial score ONLY (verified capability coverage, evidence verification rate & freshness, agent readiness, data completeness \u2014 weights published at /api/methodology). Tier is NOT a ranking input for this tool; positions are never sold. Rankings are published snapshots (monthly schedule; manual publishes are marked) \u2014 stable between recomputes and citable. Each entry carries { position, rank (0..1), slug, name, score (0-100), breakdown (raw 0-100 per dimension), tier (annotation only), houseProduct (true = built by Revuo's founder \u2014 same formula as everyone, disclosed machine-readably), unverified, verifiedAt }. unrankedCount + unranked[] name the category products that failed an eligibility gate, with reasons. Response: { category, computedAt, methodologyVersion, methodologyUrl, trigger, entries[], unranked[] }. Errors: { error: { code: 'not_found', ... } } \u2014 also returned when a category has no published ranking yet.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "category": {
                      "description": "Category slug (e.g. 'pim-software'). Use categories.list for valid slugs.",
                      "type": "string"
                    },
                    "limit": {
                      "default": 25,
                      "description": "Max ranked entries to return (caps at 50)",
                      "type": "integer"
                    }
                  },
                  "required": [
                    "category"
                  ],
                  "type": "object"
                },
                "name": "rankings.get",
                "outputSchema": {
                  "properties": {
                    "category": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "computedAt": {
                      "format": "date-time",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "entries": {
                      "items": {
                        "properties": {
                          "breakdown": {
                            "additionalProperties": {
                              "type": "number"
                            },
                            "type": "object"
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "name": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "score": {
                            "type": "number"
                          },
                          "slug": {
                            "type": "string"
                          },
                          "tagline": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "websiteUrl": {
                            "type": [
                              "string",
                              "null"
                            ]
                          }
                        },
                        "required": [
                          "slug",
                          "name"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "methodologyUrl": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "methodologyVersion": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "trigger": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "unranked": {
                      "items": {
                        "properties": {
                          "name": {
                            "type": "string"
                          },
                          "reason": {
                            "type": "string"
                          },
                          "slug": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "slug",
                          "name",
                          "reason"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Search for MCP tools by capability. Each result is one (product, tool) pair \u2014 tools sharing a name across providers are NOT interchangeable, so each provider's tool is its own row with its own description and input schema. Ranking basis: semantic relevance to the query (embedding search); on the lexical fallback (searchMode='lexical') results are name-ordered and rank does NOT reflect relevance. Paid tier is NOT a ranking input \u2014 it appears only as an annotation. Every result carries { position (1-based), rank (0..1; 1.0 = top) } so callers can merge results across tools consistently, plus preflight annotations { accessModel (open|keyed|account|commercial; whether an agent can call it without becoming a customer first), healthScore (0-100, nullable), readOnly, destructive } so you can judge callability and safety BEFORE selecting. Optional access filter narrows to a single access class. Response: { searchMode ('semantic'|'lexical'), tools: [{ position, rank, normalizedName, displayName, description, inputSchema, productSlug, productName, serverQualifiedName, isRemoteCapable, accessModel, healthScore, readOnly, destructive, tier, unverified (true when no approved vendor claim), verifiedAt (ISO; nullable) }] }. Errors: { error: { code: 'bad_input', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "access": {
                      "default": null,
                      "description": "Optional access-class filter: 'open' (callable anonymously), 'keyed', 'account', 'commercial', or 'unknown'. Omit for all.",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "limit": {
                      "default": 20,
                      "description": "Maximum number of results to return",
                      "type": "integer"
                    },
                    "query": {
                      "description": "Search query to find tools by name or capability. Natural-language phrases work best (semantic search).",
                      "type": "string"
                    },
                    "remoteOnly": {
                      "default": false,
                      "description": "If true, only return tools available via remote (network-hosted) MCP servers",
                      "type": "boolean"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "tools.search",
                "outputSchema": {
                  "properties": {
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "searchMode": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "tools": {
                      "items": {
                        "properties": {
                          "accessModel": {
                            "enum": [
                              "Unknown",
                              "Open",
                              "Keyed",
                              "Account",
                              "Commercial",
                              null
                            ],
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "callableNow": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "description": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "destructive": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "displayName": {
                            "type": "string"
                          },
                          "healthScore": {
                            "type": [
                              "integer",
                              "null"
                            ]
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "inputSchema": true,
                          "isRemoteCapable": {
                            "type": "boolean"
                          },
                          "normalizedName": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "productName": {
                            "type": "string"
                          },
                          "productSlug": {
                            "type": "string"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "readOnly": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "relevance": {
                            "type": [
                              "integer",
                              "null"
                            ]
                          },
                          "serverQualifiedName": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "setup": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "normalizedName",
                          "displayName",
                          "productSlug",
                          "productName"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "List every (product, tool) pair that shares a normalized name. A disambiguation lookup \u2014 same name across providers does NOT mean the tools are interchangeable. Ranking basis: productName. Paid tier is NOT a ranking input \u2014 it appears only as an annotation. Every result carries { position (1-based), rank (0..1) } plus preflight annotations { accessModel, healthScore, readOnly, destructive }. Response: { normalizedName, total, tools[] (each: position, rank, productSlug, productName, displayName, description, inputSchema, serverQualifiedName, isRemoteCapable, accessModel, healthScore, readOnly, destructive, tier, unverified, verifiedAt) }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "name": {
                      "description": "Normalized tool name (e.g. 'search', 'create_issue')",
                      "type": "string"
                    }
                  },
                  "required": [
                    "name"
                  ],
                  "type": "object"
                },
                "name": "tools.list_by_name",
                "outputSchema": {
                  "properties": {
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "normalizedName": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "tools": {
                      "items": {
                        "properties": {
                          "accessModel": {
                            "enum": [
                              "Unknown",
                              "Open",
                              "Keyed",
                              "Account",
                              "Commercial",
                              null
                            ],
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "callableNow": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "description": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "destructive": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "displayName": {
                            "type": "string"
                          },
                          "healthScore": {
                            "type": [
                              "integer",
                              "null"
                            ]
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "inputSchema": true,
                          "isRemoteCapable": {
                            "type": "boolean"
                          },
                          "normalizedName": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "productName": {
                            "type": "string"
                          },
                          "productSlug": {
                            "type": "string"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "readOnly": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "relevance": {
                            "type": [
                              "integer",
                              "null"
                            ]
                          },
                          "serverQualifiedName": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "setup": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "normalizedName",
                          "displayName",
                          "productSlug",
                          "productName"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "total": {
                      "type": [
                        "integer",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Detect whether a product's MCP tool schema has DRIFTED since you cached it \u2014 rug-pull / tool-poisoning detection (a server silently changing a tool's description or input schema after you approved it; web search structurally cannot answer this). Pass the product slug and EITHER the schema hash you cached earlier (knownHash, from products.get_mcp_setup \u2192 server.schema.hash \u2014 the strongest signal: an exact mismatch means the tools changed) OR the ISO-8601 timestamp you cached at (since). With neither, it returns the current fingerprint to cache for next time. A product may expose MULTIPLE servers: knownHash is per-server, so pass `server` (a qualifiedName) with knownHash on a multi-server product \u2014 otherwise knownHash is applied only when there's exactly one server. Re-verify before trusting a previously-approved tool. Response: { product, hasMcpSupport, drifted (did ANY tracked server change vs your reference; null when no reference given), servers[] (each: qualifiedName, currentSchemaHash, schemaStable, lastSchemaChangeAt, toolCount, directlyProbed, driftedSinceKnownHash, driftedSince, advice) }. Errors: { error: { code: 'not_found'|'bad_input', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "knownHash": {
                      "default": null,
                      "description": "The schema hash you cached earlier (products.get_mcp_setup \u2192 server.schema.hash). Exact-mismatch drift signal.",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "server": {
                      "default": null,
                      "description": "The server qualifiedName your knownHash belongs to. Required with knownHash on a multi-server product.",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "since": {
                      "default": null,
                      "description": "ISO-8601 timestamp you last cached at. Reports whether a schema change was recorded after it.",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "slug": {
                      "description": "Product slug whose MCP tool schema to check.",
                      "type": "string"
                    }
                  },
                  "required": [
                    "slug"
                  ],
                  "type": "object"
                },
                "name": "tools.changes",
                "outputSchema": {
                  "properties": {
                    "drifted": {
                      "type": [
                        "boolean",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "hasMcpSupport": {
                      "type": [
                        "boolean",
                        "null"
                      ]
                    },
                    "message": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "product": {
                      "properties": {
                        "houseProduct": {
                          "default": null,
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "name": {
                          "type": "string"
                        },
                        "slug": {
                          "type": "string"
                        },
                        "sponsored": {
                          "default": null,
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "tier": {
                          "enum": [
                            "Free",
                            "Verified",
                            "Featured"
                          ],
                          "type": "string"
                        },
                        "unverified": {
                          "type": [
                            "boolean",
                            "null"
                          ]
                        },
                        "verifiedAt": {
                          "format": "date-time",
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "websiteUrl": {
                          "type": "string"
                        }
                      },
                      "required": [
                        "slug",
                        "name",
                        "websiteUrl",
                        "tier",
                        "unverified",
                        "verifiedAt"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "servers": {
                      "items": {
                        "properties": {
                          "advice": {
                            "type": "string"
                          },
                          "currentSchemaHash": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "directlyProbed": {
                            "type": "boolean"
                          },
                          "driftedSince": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "driftedSinceKnownHash": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "lastProbedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "lastSchemaChangeAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "qualifiedName": {
                            "type": "string"
                          },
                          "schemaStable": {
                            "type": "boolean"
                          },
                          "toolCount": {
                            "type": "integer"
                          }
                        },
                        "required": [
                          "qualifiedName",
                          "currentSchemaHash",
                          "schemaStable",
                          "lastSchemaChangeAt",
                          "toolCount",
                          "lastProbedAt",
                          "directlyProbed",
                          "driftedSinceKnownHash",
                          "driftedSince",
                          "advice"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Search for B2B SaaS products by name OR by capability. The query is first resolved against the canonical capability taxonomy (e.g. 'salesforce-integration', 'xrechnung-support', 'soc2'); on hit, products that claim that capability are returned. Falls back to name/slug/tagline substring search. Optional category scope. Ranking basis: currentScore desc (computed editorial score), then name. Paid tier is NOT a ranking input \u2014 tier appears only as an annotation on results. Every result carries { position (1-based), rank (0..1; 1.0 = top, scales linearly down by ordinal position) } so callers can merge results across tools consistently. Response: { query, matchType (none|exactSlug|canonicalSlug|nlpFallback), resolvedCapabilities[], products[] }. Each product carries { position, rank, tier (free|verified|featured \u2014 annotation only), houseProduct (true = built by Revuo's founder; conflict-of-interest disclosure), sponsored (true = paid Featured placement), unverified (true when the listing has no approved vendor claim; omitted otherwise \u2014 absence means an approved vendor claim, NOT crawl freshness; use verifiedAt for that), verifiedAt (ISO timestamp of last claim crawl; absent if never crawled), currentScore (0-100), compositeScore (agent-readiness 0-100, nullable), matchedCapability (true if surfaced by capability path) }. Errors: { error: { code: 'not_found'|'bad_input', ... } }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "category": {
                      "default": null,
                      "description": "Optional category slug to filter results",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "query": {
                      "description": "Search query \u2014 capability slug or natural-language description; falls back to name match",
                      "type": "string"
                    }
                  },
                  "required": [
                    "query"
                  ],
                  "type": "object"
                },
                "name": "products.search",
                "outputSchema": {
                  "properties": {
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "matchType": {
                      "enum": [
                        "None",
                        "ExactSlug",
                        "CanonicalSlug",
                        "NlpFallback",
                        null
                      ],
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "products": {
                      "items": {
                        "properties": {
                          "compositeScore": {
                            "type": [
                              "number",
                              "null"
                            ]
                          },
                          "currentScore": {
                            "type": [
                              "number",
                              "null"
                            ]
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "matchedCapability": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "name": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "slug": {
                            "type": "string"
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tagline": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "websiteUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "slug",
                          "name",
                          "websiteUrl"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "query": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "resolvedCapabilities": {
                      "items": {
                        "properties": {
                          "kind": {
                            "enum": [
                              "Unspecified",
                              "Integration",
                              "Compliance",
                              "Format",
                              "Standard",
                              "Workflow"
                            ],
                            "type": "string"
                          },
                          "name": {
                            "type": "string"
                          },
                          "slug": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "slug",
                          "name",
                          "kind"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Find products with the highest agent readiness scores \u2014 products that are easiest for AI agents to integrate with. Sorted by compositeScore desc; supports skip/limit pagination. All readiness scores are 0-100, higher better. Calibration: <30 = not agent-ready (default minimumScore filter), 30-49 = early/limited, 50-69 = decent, 70-89 = strong, 90+ = exceptional. Ranking basis: compositeScore desc. Tier is NOT a tiebreaker here \u2014 buyer intent is technical fit, not paid placement. Every result carries { position (1-based, within the returned page), rank (0..1; 1.0 = top of this page) } so callers can merge results across tools consistently. Response: { products: [{ position, rank, slug, name, tagline, websiteUrl, tier (free|verified|featured), unverified (true when no approved vendor claim), verifiedAt (ISO; nullable), agentReadiness: { compositeScore, apiScore, protocolScore, sdkScore, integrationScore, dxScore } (each 0-100), mcp?: { hasMcpSupport, totalToolCount, serverCount } }] }.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "limit": {
                      "default": 20,
                      "description": "Maximum number of results to return per page. Caps at 50.",
                      "type": "integer"
                    },
                    "minimumScore": {
                      "default": 30,
                      "description": "Minimum composite agent readiness score (0-100). Higher = more agent-ready. 0 returns everything; 50 is a usable threshold.",
                      "type": "integer"
                    },
                    "skip": {
                      "default": 0,
                      "description": "Number of results to skip (for pagination). Default 0.",
                      "type": "integer"
                    }
                  },
                  "type": "object"
                },
                "name": "products.find_agent_ready",
                "outputSchema": {
                  "properties": {
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "products": {
                      "items": {
                        "properties": {
                          "agentReadiness": {
                            "properties": {
                              "apiScore": {
                                "type": "number"
                              },
                              "compositeScore": {
                                "type": "number"
                              },
                              "dxScore": {
                                "type": "number"
                              },
                              "integrationScore": {
                                "type": "number"
                              },
                              "protocolScore": {
                                "type": "number"
                              },
                              "sdkScore": {
                                "type": "number"
                              }
                            },
                            "required": [
                              "compositeScore",
                              "apiScore",
                              "protocolScore",
                              "sdkScore",
                              "integrationScore",
                              "dxScore"
                            ],
                            "type": "object"
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "mcp": {
                            "properties": {
                              "hasMcpSupport": {
                                "type": "boolean"
                              },
                              "serverCount": {
                                "type": "integer"
                              },
                              "totalToolCount": {
                                "type": "integer"
                              }
                            },
                            "required": [
                              "hasMcpSupport",
                              "totalToolCount",
                              "serverCount"
                            ],
                            "type": [
                              "object",
                              "null"
                            ]
                          },
                          "name": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "slug": {
                            "type": "string"
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tagline": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "websiteUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "slug",
                          "name",
                          "websiteUrl",
                          "agentReadiness"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Find B2B SaaS products that support a specific capability \u2014 an integration with a named service ('salesforce-integration'), a data format ('xrechnung-support'), an industry standard ('eclass-support'), or a compliance certification ('soc2'). Accepts either a canonical capability slug or natural language; resolves to a structured capability when possible. Ranking basis: currentScore desc (computed editorial score), then name. Paid tier is NOT a ranking input \u2014 it appears only as an annotation. Every result carries { position (1-based), rank (0..1; 1.0 = top, scales linearly down by ordinal position) } so callers can merge results across tools consistently. Response: { capability, matchType (none|exactSlug|canonicalSlug|nlpFallback \u2014 exactSlug & canonicalSlug are deterministic; nlpFallback is heuristic), resolvedFeatures[], products[] }. Each product: { position, rank, slug, name, tagline, websiteUrl, tier, unverified (true when no approved vendor claim), verifiedAt, evidence[] (per-claim: featureSlug, evidenceUrl, notes, source, confidence) }. Empty: { capability, matchType, message, suggestedSlugs[] } when no capability matched, or products: [] when capability matched but no products claim it yet.",
                "execution": {
                  "taskSupport": "optional"
                },
                "inputSchema": {
                  "properties": {
                    "capability": {
                      "description": "Capability slug ('salesforce-integration') OR natural-language description ('integrates with Salesforce')",
                      "type": "string"
                    },
                    "category": {
                      "default": null,
                      "description": "Optional category slug to scope the search (e.g. 'pim', 'tender-management', 'billing')",
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "limit": {
                      "default": 20,
                      "description": "Maximum number of results to return",
                      "type": "integer"
                    }
                  },
                  "required": [
                    "capability"
                  ],
                  "type": "object"
                },
                "name": "products.find_by_capability",
                "outputSchema": {
                  "properties": {
                    "capability": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "error": {
                      "properties": {
                        "code": {
                          "type": "string"
                        },
                        "field": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "hint": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "id": {
                          "type": [
                            "string",
                            "null"
                          ]
                        },
                        "message": {
                          "type": "string"
                        },
                        "resource": {
                          "type": [
                            "string",
                            "null"
                          ]
                        }
                      },
                      "required": [
                        "code",
                        "message"
                      ],
                      "type": [
                        "object",
                        "null"
                      ]
                    },
                    "matchType": {
                      "enum": [
                        "None",
                        "ExactSlug",
                        "CanonicalSlug",
                        "NlpFallback",
                        null
                      ],
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "message": {
                      "type": [
                        "string",
                        "null"
                      ]
                    },
                    "products": {
                      "items": {
                        "properties": {
                          "evidence": {
                            "items": {
                              "properties": {
                                "confidence": {
                                  "type": [
                                    "number",
                                    "null"
                                  ]
                                },
                                "evidenceUrl": {
                                  "type": [
                                    "string",
                                    "null"
                                  ]
                                },
                                "featureSlug": {
                                  "type": [
                                    "string",
                                    "null"
                                  ]
                                },
                                "notes": {
                                  "type": [
                                    "string",
                                    "null"
                                  ]
                                },
                                "source": {
                                  "type": [
                                    "string",
                                    "null"
                                  ]
                                }
                              },
                              "required": [
                                "featureSlug",
                                "evidenceUrl",
                                "notes",
                                "source",
                                "confidence"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          },
                          "houseProduct": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "name": {
                            "type": "string"
                          },
                          "position": {
                            "type": "integer"
                          },
                          "rank": {
                            "type": "number"
                          },
                          "slug": {
                            "type": "string"
                          },
                          "sponsored": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "tagline": {
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "tier": {
                            "enum": [
                              "Free",
                              "Verified",
                              "Featured"
                            ],
                            "type": "string"
                          },
                          "unverified": {
                            "type": [
                              "boolean",
                              "null"
                            ]
                          },
                          "verifiedAt": {
                            "format": "date-time",
                            "type": [
                              "string",
                              "null"
                            ]
                          },
                          "websiteUrl": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "position",
                          "rank",
                          "slug",
                          "name",
                          "websiteUrl",
                          "evidence"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "resolvedFeatures": {
                      "items": {
                        "properties": {
                          "kind": {
                            "enum": [
                              "Unspecified",
                              "Integration",
                              "Compliance",
                              "Format",
                              "Standard",
                              "Workflow"
                            ],
                            "type": "string"
                          },
                          "name": {
                            "type": "string"
                          },
                          "slug": {
                            "type": "string"
                          }
                        },
                        "required": [
                          "slug",
                          "name",
                          "kind"
                        ],
                        "type": "object"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    },
                    "suggestedSlugs": {
                      "items": {
                        "type": "string"
                      },
                      "type": [
                        "array",
                        "null"
                      ]
                    }
                  },
                  "type": "object"
                }
              }
            ]
          }
        },
        "url": "https://www.revuo.ai/api/mcp"
      },
      "latency_ms": 223.84,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json; charset=utf-8",
          "strict-transport-security": "max-age=315360000; includeSubDomains; preload"
        },
        "bad_protocol_payload": {
          "error": {
            "code": -32000,
            "message": "Bad Request: The MCP-Protocol-Version header value '1999-99-99' is not supported."
          },
          "id": "",
          "jsonrpc": "2.0"
        },
        "bad_protocol_status_code": 400,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "streamable-http"
      },
      "latency_ms": 376.91,
      "status": "warning"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [
          "logging",
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 200,
          "probe_status": "missing"
        }
      },
      "latency_ms": 326.5,
      "status": "missing"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "Client error '404 Not Found' for url 'https://www.revuo.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://www.revuo.ai/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "server_card": {
      "error": "Client error '404 Not Found' for url 'https://www.revuo.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
      "url": "https://www.revuo.ai/.well-known/mcp/server-card.json"
    }
  },
  "remote_url": "https://www.revuo.ai/api/mcp",
  "server_card_payload": null,
  "server_identifier": "ai.revuo/revuo"
}

Capabilities

OAuth: ✕
DCR/CIMD: ✕
Prompts: ✕
Homepage: none
Docs: none
Support: none
Icon: none
Remote endpoint: https://www.revuo.ai/api/mcp
Server card: none

Use-case taxonomy

development database search communication

Transport compliance drilldown

Probe status

Warning

Transport

streamable-http

Session header

Protocol header

Bad protocol response

400

DELETE teardown

n/a

Expired session retry

n/a

Last-Event-ID visible

Issues: missing_session_id, missing_protocol_header

Request association

Status

Missing

Advertised capabilities

none

Observed idle methods

none

Violating methods

none

Probe HTTP status

n/a

Issues

none

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.