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biz.icecat/mcp

biz.icecat/mcp

Retrieve product specifications and technical details from Icecat's database

JSON report • History API • Manage this server • Global feed
Status
Healthy
Score
74.6
Transport
sse
Tools
17

Production readiness

Verdict
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.
Critical alerts
0
Production verdicts degrade quickly when critical alerts are active.

Evidence confidence

Confidence score
65.0
Based on 20 recent validations, 26 captured checks, and validation age of 605.4 hours.
Live checks captured
26
More direct checks increase trust in the current verdict.
Validation age
605.4h
Lower age means fresher evidence.

Recommended for

Claude Desktop
Claude Desktop is marked compatible with score 83.
Smithery
Smithery is marked compatible with score 100.
Generic Streamable HTTP
Generic Streamable HTTP is marked compatible with score 100.

Client readiness verdicts

Ready for ChatGPT custom connector
Partial
Requires a streamable HTTP endpoint.; OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.
Confidence: medium (65.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initialize • OK
  • tools_list • OK
  • transport_compliance_probe • Error
  • step_up_auth_probe • Missing
  • connector_replay_probe • OK — Frozen tool snapshots must survive refresh.
  • request_association_probe • Missing — Roots, sampling, and elicitation should stay request-scoped.
Ready for Claude remote MCP
Ready
Transport behavior should match Claude-compatible HTTP expectations.
Confidence: medium (65.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
  • initialize • OK
  • tools_list • OK
  • transport_compliance_probe • Error
Unsafe for write actions
No
Current write surface is bounded enough for cautious review.
Confidence: medium (65.0)
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: medium (65.0)
Evidence provenance
Winner: history
Supporting sources: history, live_validation
Disagreements: none
  • tool_snapshot_probe • OK
  • connector_replay_probe • OK

Why not ready by client

ChatGPT custom connector
Partial
Remediation checklist
  • No explicit blockers recorded.
Claude remote MCP
Ready
Remediation checklist
  • No explicit blockers recorded.
Write-safe publishing
Ready
Remediation checklist
  • No explicit blockers recorded.

Verdict traces

Production verdict
Needs remediation
Current validation evidence shows operational or discovery gaps that should be fixed first.
Confidence: medium (65.0)
Winning source: live_validation
Triggering alerts
  • validation_stale • medium • Validation evidence is stale
Client verdict trace table
VerdictStatusChecksWinning sourceConflicts
openai_connectors Partial initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe live_validation none
claude_desktop Ready initialize, tools_list, transport_compliance_probe live_validation none
unsafe_for_write_actions No action_safety_probe live_validation none
snapshot_churn_risk Low tool_snapshot_probe, connector_replay_probe history none

Publishability policy profiles

ChatGPT custom connector publishability
Caution
Requires a streamable HTTP endpoint.; OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.
  • Search Fetch Only: 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 publishability
Ready
Transport behavior should match Claude-compatible HTTP expectations.
  • 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
Requires a streamable HTTP endpoint.; OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.
  • remote_http_endpoint: Passes
  • oauth_discovery: Degraded
  • frozen_tool_snapshot_refresh: Passes
  • request_association: Passes
Anthropic remote MCP fixture
Degraded
Transport behavior should match Claude-compatible HTTP expectations.
  • remote_transport: Passes
  • tool_discovery: Passes
  • auth_connect: Passes
  • safe_write_review: Passes

Authenticated validation sessions

Latest profile
remote_mcp
Authenticated session used
✕
Public score isolation
✓
Preview endpoint
/v1/verify
CI preview endpoint
/v1/ci/preview

Public server reputation

Validation success 7d
n/a
Validation success 30d
1.0
Mean time to recover
n/a
Breaking diffs 30d
0
Registry drift frequency 30d
0
Snapshot changes 30d
0

Incident & change feed

TimestampEventDetails
Apr 09, 2026 12:31:17 AM UTC Latest validation: healthy Score 74.6 with status healthy.

Capabilities

Use-case taxonomy
development database productivity security

Security posture

Tools analyzed
17
High-risk tools
0
Destructive tools
0
Exec tools
0
Egress tools
0
Secret tools
0
Bulk-access tools
0
Risk distribution
low:14, medium:3

Tool capability & risk inventory

ToolCapabilitiesRiskFindingsNotes
product_360_view read Low none No explicit safeguard hints detected.
product_analytics network filesystem admin Medium none No explicit safeguard hints detected.
product_brand_contacts admin Medium none No explicit safeguard hints detected.
product_certificates other Low none No explicit safeguard hints detected.
product_description other Low none No explicit safeguard hints detected.
product_gallery other Low none No explicit safeguard hints detected.
product_identifiers other Low none No explicit safeguard hints detected.
product_leaflet other Low none No explicit safeguard hints detected.
product_lifecycle other Low none No explicit safeguard hints detected.
product_manual other Low none No explicit safeguard hints detected.
product_overview read network Medium none No explicit safeguard hints detected.
product_reasons_to_buy other Low none No explicit safeguard hints detected.
product_related other Low none No explicit safeguard hints detected.
product_review read Low none No explicit safeguard hints detected.
product_specs other Low none No explicit safeguard hints detected.
product_video other Low none No explicit safeguard hints detected.
product_warranty other Low none No explicit safeguard hints detected.

Write-action governance

Governance status
OK
Safe to publish
✓
Auth boundary
public_or_unclear
Blast radius
Low
High-risk tools
0
Confirmation signals
none
Safeguard count
0

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

ToolRiskFlagsSafeguards
No high-risk tools were detected on the latest run.

Action-controls diff

Snapshot changed
no
Disabled-by-default candidates
none
Manual review candidates
none
New actions
ActionRiskFlags
No newly added actions.
Changed actions
ActionChange typesRisk
No materially changed actions.

Why this score?

Access & Protocol
29/44
Connectivity, auth, and transport expectations for common clients.
Interface Quality
38.83/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
27.9/36
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
23.5/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
5/8
Adoption clues and public evidence that the server is intended for external use.

Algorithmic score breakdown

Auth Operability
2/4
Measures whether auth discovery and protected access behave predictably for clients.
Error Contract Quality
2.8/4
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
2.9/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
4/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
4/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
3/4
How well the server preserves core behavior in the presence of noisy traffic patterns.
Prompt Contract
2/4
Quality of prompt metadata, argument shape, and prompt discoverability for clients.
Resource Contract
2/4
How completely resources and resource templates describe URIs, types, and usage shape.
Discovery Metadata
3/4
Homepage, docs, icon, repository, support, and license coverage for directory consumers.
Registry Consistency
2/4
Agreement between stored registry metadata, live server-card data, and current validation output.
Installability
4/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
4/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
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
3/4
Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.
Recovery Semantics
0/4
Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.
Maintenance Signal
4/4
Versioning, update recency, and historical validation cadence that indicate active stewardship.
Adoption Signal
2/4
Directory presence and distribution clues that suggest the server is intended for external use.
Freshness Confidence
4/4
Confidence that recent validations are current enough and dense enough to trust operationally.
Transport Fidelity
3/4
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
3/4
Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.
Transport Compliance
0/4
Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.
Utility Coverage
2/4
Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.
Advanced Capability Coverage
2/4
Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.
Connector Publishability
3/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
4/4
Stability of the tool surface across recent validations, including add/remove and output-shape drift.
Connector Replay
4/4
Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.
Request Association
3/4
Whether roots, sampling, and elicitation appear tied to active client requests instead of arriving unsolicited on idle sessions.
Interactive Flow Safety
3/4
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.
Provenance Divergence
4/4
How closely official registry metadata, the live server card, and public repo/package signals agree with each other.
Safety Transparency
4/4
Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.
Tool Capability Clarity
3/4
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
3/4
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
2/4
Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.
Secret Handling Hygiene
3/4
Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.
Supply Chain Signal
2.5/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
3/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
4/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.

Compatibility profiles

OpenAI Connectors
55.6
partial
Requires a streamable HTTP endpoint.; OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; Transport compliance should be in good shape.
Connector URL: https://mcp.icecat.biz
# No OAuth metadata detected.
# Server: biz.icecat/mcp
Claude Desktop
83.3
compatible
Transport behavior should match Claude-compatible HTTP expectations.
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.icecat.biz"]
    }
  }
}
Smithery
100.0
compatible
No major blockers detected.
smithery mcp add "https://mcp.icecat.biz"
Generic Streamable HTTP
100.0
compatible
No major blockers detected.
curl -sS https://mcp.icecat.biz -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'

Actionable remediation

SeverityRemediationWhy it mattersRecommended 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 Associate roots, sampling, and elicitation with active client requests Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
High Expose /.well-known/oauth-protected-resource Without a protected-resource document, OAuth clients cannot discover auth requirements reliably. Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.
Playbook
  • Serve `/.well-known/oauth-protected-resource` from the same host as the MCP endpoint.
  • Point it at the authorization server metadata URL.
  • Confirm clients receive consistent auth hints before tool execution.
High Publish OAuth authorization-server metadata Clients need authorization-server metadata to discover issuer, endpoints, and DCR support. Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported.
Playbook
  • Publish `/.well-known/oauth-authorization-server` from the issuer.
  • Add `registration_endpoint` if DCR is supported.
  • Verify issuer, authorization, token, and jwks metadata are all reachable.
High Publish a complete server card Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals. Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links.
Playbook
  • Publish `/.well-known/mcp/server-card.json`.
  • Include homepage, repository, support, tools, prompts/resources, and auth metadata.
  • Revalidate the server after publishing the card.
High Stop asking users to paste secrets directly Public MCP servers should prefer OAuth or browser-based auth guidance over in-band secret collection. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Adopt a current MCP protocol revision Older protocol revisions reduce compatibility with newer clients and registry programs. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Close connector-publishing gaps Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Document minimal scopes and return cleaner auth challenges Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints. Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront.
Playbook
  • Advertise the narrowest viable scopes in OAuth metadata.
  • Return `WWW-Authenticate` challenges with scope or insufficient-scope hints when additional consent is needed.
  • Revalidate with both public discovery and auth-required flows.
Medium Publish OpenID configuration OIDC metadata improves token validation and client compatibility. Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Medium Repair prompts/list or stop advertising prompts Prompt metadata should either work live or be removed from the advertised capability set. Only advertise prompts if prompts/list works and prompt arguments are documented.
Playbook
  • Only advertise prompts that are actually accessible.
  • Add prompt descriptions and argument docs.
  • Run a live `prompts/list` check after any prompt changes.
Medium Repair resources/list or stop advertising resources Resource metadata should either work live or be removed from the advertised capability set. Only advertise resources if resources/list works and resources expose stable URIs/types.
Playbook
  • Only advertise resources with stable URIs and read semantics.
  • Add MIME/type hints where possible.
  • Run a live `resources/list` and `resources/read` check after updates.
Medium Respond to validation evidence is stale Latest validation is 605.4 hours old. Trigger a fresh validation run or increase scheduler priority for this server.
Playbook
  • Queue a new validation run now.
  • Inspect whether the scheduler priority should be raised for this server.
  • Do not rely on stale evidence for production decisions.
Medium Support resumable HTTP sessions cleanly Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Low Expose modern utility surfaces like completions, pagination, or tasks Utility coverage improves interoperability with larger clients and long-lived agent workflows. Expose completions, pagination, and task metadata where supported so larger clients can plan and resume work safely.
Playbook
  • Advertise `completions`, pagination cursors, and `tasks` only when they are actually supported.
  • Return `nextCursor` on large list operations when pagination is available.
  • Document task support and whether it requires step-up auth.
Low Harden generic GET handling Simple probe requests should not surface server instability or noisy failures. Harden generic GET handlers around the origin of https://mcp.icecat.biz so incidental traffic does not produce noisy failures.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.
Low Publish newer MCP capability signals Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking. Inspect the latest validation evidence and resolve the client-visible regression.
Playbook
  • Inspect the latest validation evidence.
  • Resolve the highest-severity client-facing gap first.
  • Revalidate and confirm the score and verdict improve.

Point loss breakdown

ComponentCurrentPoints missing
Transport Compliance 0/4 -4.0
Recovery Semantics 0/4 -4.0
Utility Coverage 2/4 -2.0
Spec Recency 2/4 -2.0
Resource Contract 2/4 -2.0
Registry Consistency 2/4 -2.0
Rate Limit Semantics 2/4 -2.0
Prompt Contract 2/4 -2.0
Least Privilege Scope 2/4 -2.0
Auth Operability 2/4 -2.0
Advanced Capability Coverage 2/4 -2.0
Adoption Signal 2/4 -2.0

Validation diff

Score delta
0
Summary changed
no
Tool delta
0
Prompt delta
0
Auth mode changed
no
Write surface expanded
no
Protocol regressed
no
Registry drift changed
no

Regressed checks: none

Improved checks: none

ComponentPreviousLatestDelta
No component deltas between the latest two runs.

Tool snapshot diff & changelog

Snapshot changed
no
Added tools
none
Removed tools
none
Required-argument changes
ToolAdded required argsRemoved required args
No required-argument changes detected.
Output-schema drift
ToolPrevious propertiesLatest properties
No output-schema drift detected.

Connector replay

Status
OK
Backward compatible
✓
Would break after refresh
✕
Added tools
none
Removed tools
none
Additive output changes
none
Required-argument replay breaks
ToolAdded required argsRemoved required args
No required-argument replay breaks detected.
Output-schema replay breaks
ToolRemoved propertiesAdded properties
No output-schema replay breaks detected.

Transport compliance drilldown

Probe status
Error
Transport
sse
Session header
no
Protocol header
no
Bad protocol response
200
DELETE teardown
n/a
Expired session retry
n/a
Last-Event-ID visible
no

Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected

Request association

Status
Missing
Advertised capabilities
none
Observed idle methods
none
Violating methods
none
Probe HTTP status
n/a
Issues
none

Utility coverage

Probe status
Missing
Completions
not detected
Completion probe target: none
Pagination
not detected
No nextCursor evidence.
Tasks
Missing
Advertised: no

Benchmark tasks

Benchmark taskStatusEvidence
Discover tools Passes
  • initialize • OK
  • tools_list • OK
Read-only fetch flow Degraded
  • resource_read • Missing
  • read_only_tool_surface • OK
OAuth-required connect Degraded
  • oauth_protected_resource • Error
  • step_up_auth_probe • Missing
Safe write flow with confirmation Passes
  • action_safety_probe • OK

Registry & provenance divergence

Probe status
OK
Direct official match
yes
Drift fields
none
FieldRegistryLive server card
Titlen/an/a
Versionn/an/a
Homepagen/an/a

Active alerts

Aliases & registry graph

IdentifierSourceCanonicalScore
biz.icecat/mcp official_registry yes 74.61

Alias consolidation

Canonical identifier
biz.icecat/mcp
Duplicate aliases
0
Registry sources
official_registry
Remote URLs
https://mcp.icecat.biz
Homepages
none
Source disagreements
FieldWhat differsObserved values
No source disagreements detected.

Install snippets

Openai Connectors
Connector URL: https://mcp.icecat.biz
# No OAuth metadata detected.
# Server: biz.icecat/mcp
Claude Desktop
{
  "mcpServers": {
    "mcp": {
      "command": "npx",
      "args": ["mcp-remote", "https://mcp.icecat.biz"]
    }
  }
}
Smithery
smithery mcp add "https://mcp.icecat.biz"
Generic Http
curl -sS https://mcp.icecat.biz -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
product_360_view product_analytics product_brand_contacts product_certificates product_description product_gallery product_identifiers product_leaflet
Observed from the latest live validation against https://mcp.icecat.biz. This is the target server surface, not Verify's own inspection tools.
Live capability counts
17 tools • 0 prompts • 0 resources
Counts come from the latest tools/list, prompts/list, and resources/list checks.
Inspect with Verify
search_servers recommend_servers get_server_report compare_servers
Use Verify itself to search, recommend, compare, and fetch the full report for biz.icecat/mcp.
Direct machine links
JSON report • Compare this server • Verify MCP API

Claims & monitoring

Server ownership

No verified maintainer claim recorded.

Watch subscriptions
0
Teams: none

Alert routing

Active watches
0
Generic webhooks
0
Slack routes
0
Teams routes
0
Email routes
0
WatchTeamChannelsMinimum severity
No active watch destinations.

Maintainer analytics

Validation Run Count
20
Average Latency Ms
33118.14
Healthy Run Ratio Recent
1.0
Registry Presence Count
1
Active Alert Count
1
Watcher Count
0
Verified Claim
False
Taxonomy Tags
development, database, productivity, security
Score Trend
74.61, 74.61, 74.61, 74.61, 74.61, 74.61, 74.61, 74.61, 74.61, 74.61
Remediation Count
17
High Risk Tool Count
0
Destructive Tool Count
0
Exec Tool Count
0

Maintainer response quality

Score
16.67
Verified claim
✕
Support contact
✕
Changelog present
✕
Incident notes present
✕
Tool changes documented
✓
Annotation history
✕
Annotation count
0

Maintainer annotations

No maintainer annotations have been recorded yet.

Maintainer rebuttals & expected behavior

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

Latest validation evidence

Latest summary
Healthy
Validation profile
remote_mcp
Started
Apr 09, 2026 12:30:45 AM UTC
Latency
32531.2 ms

Failures

Checks

CheckStatusLatencyEvidence
action_safety_probe OK n/a No high-risk write, destructive, or exec tools detected.
advanced_capabilities_probe Warning n/a Only 1 capability signal(s): structured outputs.
connector_publishability_probe Warning n/a Publishability blockers: transport compliance, server card.
connector_replay_probe OK n/a Backward compatible with no breaking tool-surface changes.
determinism_probe OK 348.4 ms Check completed
initialize OK 332.3 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 10329.5 ms The read operation timed out
official_registry_probe OK n/a Check completed
openid_configuration Missing n/a no authorization server
probe_noise_resilience Error 10105.1 ms The read operation timed out
prompt_get Missing n/a not advertised
prompts_list Missing 95.4 ms not advertised
protocol_version_probe Warning n/a Claims 2025-03-26; 2 release(s) behind 2025-11-25.
provenance_divergence_probe OK n/a Check completed
request_association_probe Missing n/a No request-association capabilities were advertised.
resource_read Missing n/a not advertised
resources_list Missing 95.0 ms not advertised
server_card Error 10321.2 ms The read operation timed out
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 228.9 ms 17 tool(s) exposed
transport_compliance_probe Error 119.1 ms Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
utility_coverage_probe Missing 103.2 ms No completions evidence; no pagination evidence; tasks missing.

Raw evidence view

Show raw JSON evidence 
{
  "checks": {
    "action_safety_probe": {
      "details": {
        "auth_present": false,
        "confirmation_signals": [],
        "safeguard_count": 0,
        "summary": {
          "bulk_access_tools": 0,
          "capability_distribution": {
            "admin": 2,
            "filesystem": 1,
            "network": 2,
            "other": 12,
            "read": 3
          },
          "destructive_tools": 0,
          "egress_tools": 0,
          "exec_tools": 0,
          "high_risk_tools": 0,
          "risk_distribution": {
            "critical": 0,
            "high": 0,
            "low": 14,
            "medium": 3
          },
          "secret_tools": 0,
          "tool_count": 17
        }
      },
      "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": [
          "tools"
        ]
      },
      "latency_ms": null,
      "status": "warning"
    },
    "connector_publishability_probe": {
      "details": {
        "blockers": [
          "transport_compliance",
          "server_card"
        ],
        "criteria": {
          "action_safety": true,
          "auth_flow": true,
          "connector_replay": true,
          "initialize": true,
          "protocol_version": true,
          "remote_transport": true,
          "request_association": true,
          "server_card": false,
          "session_resume": true,
          "step_up_auth": true,
          "tool_surface": true,
          "tools_list": true,
          "transport_compliance": false
        },
        "high_risk_tools": 0,
        "tool_count": 17,
        "transport": "sse"
      },
      "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": "d646ebe0a7831e4bc1da0bee24a96248c6a440cdf1302a656daf74ff24f5ae61",
        "errors": [],
        "matches": 2,
        "stable_ratio": 1.0,
        "successful": 2
      },
      "latency_ms": 348.39,
      "status": "ok"
    },
    "initialize": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=15768000"
        },
        "http_status": 200,
        "payload": {
          "id": 1,
          "jsonrpc": "2.0",
          "result": {
            "capabilities": {
              "tools": {
                "listChanged": true
              }
            },
            "protocolVersion": "2025-03-26",
            "serverInfo": {
              "name": "Icecat Product Content",
              "version": "1.0.2"
            }
          }
        },
        "url": "https://mcp.icecat.biz"
      },
      "latency_ms": 332.26,
      "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": "The read operation timed out",
        "url": "https://mcp.icecat.biz/.well-known/oauth-protected-resource"
      },
      "latency_ms": 10329.52,
      "status": "error"
    },
    "official_registry_probe": {
      "details": {
        "direct_match": true,
        "official_peer_count": 1,
        "registry_identifier": "biz.icecat/mcp",
        "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": {
        "error": "The read operation timed out",
        "url": "https://mcp.icecat.biz/robots.txt"
      },
      "latency_ms": 10105.09,
      "status": "error"
    },
    "prompt_get": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "prompts_list": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=15768000"
        },
        "http_status": 200,
        "payload": {
          "error": {
            "code": -32601,
            "message": "prompts not supported"
          },
          "id": 3,
          "jsonrpc": "2.0"
        },
        "reason": "not_advertised",
        "url": "https://mcp.icecat.biz"
      },
      "latency_ms": 95.41,
      "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": {
        "direct_official_match": true,
        "drift_fields": [],
        "metadata_document_count": 1,
        "registry_homepage": null,
        "registry_repository": null,
        "registry_title": null,
        "registry_version": null,
        "server_card_homepage": null,
        "server_card_repository": null,
        "server_card_title": null,
        "server_card_version": null
      },
      "latency_ms": null,
      "status": "ok"
    },
    "request_association_probe": {
      "details": {
        "reason": "no_request_association_capabilities_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resource_read": {
      "details": {
        "reason": "not_advertised"
      },
      "latency_ms": null,
      "status": "missing"
    },
    "resources_list": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=15768000"
        },
        "http_status": 200,
        "payload": {
          "error": {
            "code": -32601,
            "message": "resources not supported"
          },
          "id": 5,
          "jsonrpc": "2.0"
        },
        "reason": "not_advertised",
        "url": "https://mcp.icecat.biz"
      },
      "latency_ms": 94.98,
      "status": "missing"
    },
    "server_card": {
      "details": {
        "error": "The read operation timed out",
        "url": "https://mcp.icecat.biz/.well-known/mcp/server-card.json"
      },
      "latency_ms": 10321.17,
      "status": "error"
    },
    "session_resume_probe": {
      "details": {
        "protocol_version": "2025-03-26",
        "reason": "no_session_id",
        "resume_expected": true,
        "transport": "sse"
      },
      "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": 17,
        "previous_tool_count": 17,
        "removed": [],
        "similarity": 1.0
      },
      "latency_ms": null,
      "status": "ok"
    },
    "tools_list": {
      "details": {
        "headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=15768000"
        },
        "http_status": 200,
        "payload": {
          "id": 2,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns 360\u00b0 view images.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_360_view",
                "outputSchema": {
                  "properties": {
                    "360_views": {
                      "description": "List of 360\u00b0 view sets. Each set is an independent 360 rotation with its own ordered frames.",
                      "items": {
                        "properties": {
                          "images": {
                            "description": "Ordered list of frames for this 360 view",
                            "items": {
                              "properties": {
                                "order": {
                                  "description": "Frame order for correct 360 view rendering",
                                  "type": "integer"
                                },
                                "url": {
                                  "description": "Image URL",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "order",
                                "url"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "images"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "360_views"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Retrieves product popularity information based on the total product downloads from Icecat. Use this tool when the user requests product popularity analytics.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_analytics",
                "outputSchema": {
                  "properties": {
                    "popularity": {
                      "description": "The total number of downloads of the product across all types of Icecat output formats (xml, json, live, pcf, csv, www, url). Example: 1250",
                      "type": "integer"
                    }
                  },
                  "required": [
                    "popularity"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns brand-related legal and regulatory contact organizations for the product, including GPSR economic operators.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_brand_contacts",
                "outputSchema": {
                  "properties": {
                    "organizations": {
                      "description": "List of brand-related legal or regulatory organizations associated with the product. Ordered: brand owner first, then licensees, then representatives. Empty array if no brand organizations are available.",
                      "items": {
                        "properties": {
                          "city": {
                            "description": "City name",
                            "type": "string"
                          },
                          "country_code": {
                            "description": "ISO 3166-1 alpha-2 country code",
                            "type": "string"
                          },
                          "emails": {
                            "description": "Contact email addresses",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "house_number": {
                            "description": "Building or house number",
                            "type": "string"
                          },
                          "name": {
                            "description": "Organization legal name",
                            "type": "string"
                          },
                          "role": {
                            "description": "Organization role in relation to the product (e.g., brand_owner, licensee, representative)",
                            "type": "string"
                          },
                          "state": {
                            "description": "State or region name",
                            "type": "string"
                          },
                          "street": {
                            "description": "Street name",
                            "type": "string"
                          },
                          "urls": {
                            "description": "Public organization URLs",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "zip": {
                            "description": "Postal or ZIP code",
                            "type": "string"
                          }
                        },
                        "required": [
                          "role",
                          "name",
                          "country_code",
                          "city",
                          "street",
                          "house_number",
                          "zip",
                          "urls"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "organizations"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns safety, compliance, and sustainability documents.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_certificates",
                "outputSchema": {
                  "properties": {
                    "documents": {
                      "description": "A list of safety documentation entries available for the product. Each document object includes its type and URL. If no documents are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "document_type": {
                            "description": "Document type identifier",
                            "type": "string"
                          },
                          "document_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "document_type",
                          "document_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "documents"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns brand-authored descriptive and marketing text only. Do NOT use for: specs, warranty, identifiers, images.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_description",
                "outputSchema": {
                  "properties": {
                    "brief_description": {
                      "description": "1-2 sentence description",
                      "type": "string"
                    },
                    "bullet_points": {
                      "description": "Key features list",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "disclaimer": {
                      "description": "Legal or informational disclaimer",
                      "type": "string"
                    },
                    "full_product_name": {
                      "description": "Official marketing name",
                      "type": "string"
                    },
                    "long_summary": {
                      "description": "Extended description",
                      "type": "string"
                    },
                    "marketing_text": {
                      "description": "Promotional text",
                      "type": "string"
                    },
                    "short_summary": {
                      "description": "Concise feature summary",
                      "type": "string"
                    }
                  },
                  "required": [
                    "full_product_name",
                    "short_summary"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product images.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_gallery",
                "outputSchema": {
                  "properties": {
                    "images": {
                      "description": "List of product images from the gallery sorted by order. Each image contains order, type, main indicator, and URLs for different resolutions. If empty, gallery information is not available for this product.",
                      "items": {
                        "properties": {
                          "high_url": {
                            "description": "High resolution image URL",
                            "type": "string"
                          },
                          "is_main": {
                            "description": "Main image flag",
                            "type": "boolean"
                          },
                          "low_url": {
                            "description": "Low resolution image URL",
                            "type": "string"
                          },
                          "medium_url": {
                            "description": "Medium resolution image URL (500x500)",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "thumb_url": {
                            "description": "Thumbnail image URL",
                            "type": "string"
                          },
                          "type": {
                            "description": "Image type",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "is_main",
                          "type",
                          "high_url",
                          "medium_url",
                          "low_url",
                          "thumb_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "images"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns basic product identifiers only. Use only for: brand, code, GTINs, category, family, series, model, title.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_identifiers",
                "outputSchema": {
                  "properties": {
                    "brand": {
                      "description": "Brand name",
                      "type": "string"
                    },
                    "category": {
                      "description": "Product category",
                      "type": "string"
                    },
                    "family": {
                      "description": "Product family",
                      "type": "string"
                    },
                    "gtins": {
                      "description": "List of GTINs",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "model": {
                      "description": "Official model name",
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Brand product code",
                      "type": "string"
                    },
                    "series": {
                      "description": "Product series",
                      "type": "string"
                    },
                    "title": {
                      "description": "Official product title",
                      "type": "string"
                    }
                  },
                  "required": [
                    "brand",
                    "model",
                    "title",
                    "product_code",
                    "category"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product leaflets.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_leaflet",
                "outputSchema": {
                  "properties": {
                    "leaflets": {
                      "description": "List of available product leaflets. Each leaflet includes a direct URL to the PDF document. If no leaflets are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "leaflet_url": {
                            "description": "Direct leaflet file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "leaflet_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "leaflets"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product lifecycle information.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_lifecycle",
                "outputSchema": {
                  "properties": {
                    "end_of_life_date": {
                      "description": "Product end of life date",
                      "type": "string"
                    },
                    "release_date": {
                      "description": "Product release date",
                      "type": "string"
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product manuals.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_manual",
                "outputSchema": {
                  "properties": {
                    "manuals": {
                      "description": "List of available product manuals. Each manual includes a direct URL. If no manuals are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "manual_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "manual_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "manuals"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns complete aggregated product information. Use only when full or complete product information is explicitly requested.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_overview",
                "outputSchema": {
                  "properties": {
                    "360_views": {
                      "description": "360\u00b0 view sets",
                      "items": {
                        "properties": {
                          "images": {
                            "description": "Ordered list of frames for this 360 view",
                            "items": {
                              "properties": {
                                "order": {
                                  "description": "Frame order for correct 360 view rendering",
                                  "type": "integer"
                                },
                                "url": {
                                  "description": "Image URL",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "order",
                                "url"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "images"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "brand_contacts": {
                      "description": "Brand-related legal and regulatory contact organizations",
                      "items": {
                        "properties": {
                          "city": {
                            "description": "City name",
                            "type": "string"
                          },
                          "country_code": {
                            "description": "ISO 3166-1 alpha-2 country code",
                            "type": "string"
                          },
                          "emails": {
                            "description": "Contact email addresses",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "house_number": {
                            "description": "Building or house number",
                            "type": "string"
                          },
                          "name": {
                            "description": "Organization legal name",
                            "type": "string"
                          },
                          "role": {
                            "description": "Organization role in relation to the product (e.g., brand_owner, licensee, representative)",
                            "type": "string"
                          },
                          "state": {
                            "description": "State or region name",
                            "type": "string"
                          },
                          "street": {
                            "description": "Street name",
                            "type": "string"
                          },
                          "urls": {
                            "description": "Public organization URLs",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "zip": {
                            "description": "Postal or ZIP code",
                            "type": "string"
                          }
                        },
                        "required": [
                          "role",
                          "name",
                          "country_code",
                          "city",
                          "street",
                          "house_number",
                          "zip",
                          "urls"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "certificates": {
                      "description": "Safety, compliance, and sustainability documents",
                      "items": {
                        "properties": {
                          "document_type": {
                            "description": "Document type identifier",
                            "type": "string"
                          },
                          "document_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "document_type",
                          "document_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "description": {
                      "description": "Brand-authored descriptive and marketing text",
                      "properties": {
                        "brief_description": {
                          "description": "1-2 sentence description",
                          "type": "string"
                        },
                        "bullet_points": {
                          "description": "Key features list",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "disclaimer": {
                          "description": "Legal or informational disclaimer",
                          "type": "string"
                        },
                        "full_product_name": {
                          "description": "Official marketing name",
                          "type": "string"
                        },
                        "long_summary": {
                          "description": "Extended description",
                          "type": "string"
                        },
                        "marketing_text": {
                          "description": "Promotional text",
                          "type": "string"
                        },
                        "short_summary": {
                          "description": "Concise feature summary",
                          "type": "string"
                        }
                      },
                      "required": [
                        "full_product_name",
                        "short_summary"
                      ],
                      "type": "object"
                    },
                    "gallery": {
                      "description": "Product images",
                      "items": {
                        "properties": {
                          "high_url": {
                            "description": "High resolution image URL",
                            "type": "string"
                          },
                          "is_main": {
                            "description": "Main image flag",
                            "type": "boolean"
                          },
                          "low_url": {
                            "description": "Low resolution image URL",
                            "type": "string"
                          },
                          "medium_url": {
                            "description": "Medium resolution image URL (500x500)",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "thumb_url": {
                            "description": "Thumbnail image URL",
                            "type": "string"
                          },
                          "type": {
                            "description": "Image type",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "is_main",
                          "type",
                          "high_url",
                          "medium_url",
                          "low_url",
                          "thumb_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "identifiers": {
                      "description": "Basic product identifiers",
                      "properties": {
                        "brand": {
                          "description": "Brand name",
                          "type": "string"
                        },
                        "category": {
                          "description": "Product category",
                          "type": "string"
                        },
                        "family": {
                          "description": "Product family",
                          "type": "string"
                        },
                        "gtins": {
                          "description": "List of GTINs",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "model": {
                          "description": "Official model name",
                          "type": "string"
                        },
                        "product_code": {
                          "description": "Brand product code",
                          "type": "string"
                        },
                        "series": {
                          "description": "Product series",
                          "type": "string"
                        },
                        "title": {
                          "description": "Official product title",
                          "type": "string"
                        }
                      },
                      "required": [
                        "brand",
                        "model",
                        "title",
                        "product_code",
                        "category"
                      ],
                      "type": "object"
                    },
                    "leaflets": {
                      "description": "Product leaflets",
                      "items": {
                        "properties": {
                          "leaflet_url": {
                            "description": "Direct leaflet file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "leaflet_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "lifecycle": {
                      "description": "Product lifecycle information",
                      "properties": {
                        "end_of_life_date": {
                          "description": "Product end of life date",
                          "type": "string"
                        },
                        "release_date": {
                          "description": "Product release date",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "manuals": {
                      "description": "Product manuals",
                      "items": {
                        "properties": {
                          "manual_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "manual_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "reasons_to_buy": {
                      "description": "Promotional selling points",
                      "items": {
                        "properties": {
                          "image": {
                            "description": "Optional image URL",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "title": {
                            "description": "Short promotional title text",
                            "type": "string"
                          },
                          "value": {
                            "description": "Promotional reason text",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "title",
                          "value"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "related": {
                      "description": "Related products",
                      "items": {
                        "properties": {
                          "brand": {
                            "description": "Brand name",
                            "type": "string"
                          },
                          "category": {
                            "description": "Product category name",
                            "type": "string"
                          },
                          "end_date": {
                            "description": "Recommendation end date",
                            "type": "string"
                          },
                          "model": {
                            "description": "Product model name",
                            "type": "string"
                          },
                          "preferred": {
                            "description": "Whether this is a preferred/recommended related product",
                            "type": "boolean"
                          },
                          "product_code": {
                            "description": "Product code/part number",
                            "type": "string"
                          },
                          "start_date": {
                            "description": "Recommendation start date",
                            "type": "string"
                          }
                        },
                        "required": [
                          "category",
                          "brand",
                          "product_code",
                          "model"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "reviews": {
                      "description": "Product reviews",
                      "items": {
                        "properties": {
                          "bad": {
                            "description": "Negative aspects of the product",
                            "type": "string"
                          },
                          "bottom_line": {
                            "description": "Short summary or conclusion of the review",
                            "type": "string"
                          },
                          "comment": {
                            "description": "Short excerpt of the review, maximum 255 characters",
                            "type": "string"
                          },
                          "good": {
                            "description": "Positive aspects of the product",
                            "type": "string"
                          },
                          "score": {
                            "description": "Review score expressed in percentages",
                            "type": "string"
                          },
                          "url": {
                            "description": "Original source URL where the review was published",
                            "type": "string"
                          }
                        },
                        "required": [
                          "comment"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "specs": {
                      "description": "Structured technical specifications",
                      "items": {
                        "properties": {
                          "group": {
                            "description": "Specification group name",
                            "type": "string"
                          },
                          "specifications": {
                            "description": "A list of product specifications",
                            "items": {
                              "properties": {
                                "feature_description": {
                                  "description": "Definition of the specification",
                                  "type": "string"
                                },
                                "name": {
                                  "description": "Specification name",
                                  "type": "string"
                                },
                                "value": {
                                  "description": "Specification value",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "name",
                                "value"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "group",
                          "specifications"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "videos": {
                      "description": "Product videos",
                      "items": {
                        "properties": {
                          "video_description": {
                            "description": "Short video description",
                            "type": "string"
                          },
                          "video_url": {
                            "description": "Direct video URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "video_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "warranty": {
                      "description": "Warranty text",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifiers",
                    "description",
                    "specs",
                    "warranty",
                    "manuals",
                    "gallery",
                    "certificates",
                    "leaflets",
                    "videos",
                    "reasons_to_buy",
                    "lifecycle",
                    "reviews",
                    "related",
                    "brand_contacts",
                    "360_views"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns structured promotional selling points for a product.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_reasons_to_buy",
                "outputSchema": {
                  "properties": {
                    "reasons_to_buy": {
                      "description": "List of structured promotional selling points for the product, sorted by order. If no reasons to buy are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "image": {
                            "description": "Optional image URL",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "title": {
                            "description": "Short promotional title text",
                            "type": "string"
                          },
                          "value": {
                            "description": "Promotional reason text",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "title",
                          "value"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "reasons_to_buy"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns related products for a given product.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_related",
                "outputSchema": {
                  "properties": {
                    "related": {
                      "description": "List of related products. Each item includes category, brand, product code, and model. If no related products are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "brand": {
                            "description": "Brand name",
                            "type": "string"
                          },
                          "category": {
                            "description": "Product category name",
                            "type": "string"
                          },
                          "end_date": {
                            "description": "Recommendation end date",
                            "type": "string"
                          },
                          "model": {
                            "description": "Product model name",
                            "type": "string"
                          },
                          "preferred": {
                            "description": "Whether this is a preferred/recommended related product",
                            "type": "boolean"
                          },
                          "product_code": {
                            "description": "Product code/part number",
                            "type": "string"
                          },
                          "start_date": {
                            "description": "Recommendation start date",
                            "type": "string"
                          }
                        },
                        "required": [
                          "category",
                          "brand",
                          "product_code",
                          "model"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "related"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product reviews.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_review",
                "outputSchema": {
                  "properties": {
                    "reviews": {
                      "description": "List of product reviews. Each review includes a comment and optional score, pros, cons, and summary. If no reviews are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "bad": {
                            "description": "Negative aspects of the product",
                            "type": "string"
                          },
                          "bottom_line": {
                            "description": "Short summary or conclusion of the review",
                            "type": "string"
                          },
                          "comment": {
                            "description": "Short excerpt of the review, maximum 255 characters",
                            "type": "string"
                          },
                          "good": {
                            "description": "Positive aspects of the product",
                            "type": "string"
                          },
                          "score": {
                            "description": "Review score expressed in percentages",
                            "type": "string"
                          },
                          "url": {
                            "description": "Original source URL where the review was published",
                            "type": "string"
                          }
                        },
                        "required": [
                          "comment"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "reviews"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns structured technical specifications. Use only for: detailed features or attributes.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_specs",
                "outputSchema": {
                  "properties": {
                    "groups": {
                      "description": "List of specification groups, each containing related product specifications",
                      "items": {
                        "properties": {
                          "group": {
                            "description": "Specification group name",
                            "type": "string"
                          },
                          "specifications": {
                            "description": "A list of product specifications",
                            "items": {
                              "properties": {
                                "feature_description": {
                                  "description": "Definition of the specification",
                                  "type": "string"
                                },
                                "name": {
                                  "description": "Specification name",
                                  "type": "string"
                                },
                                "value": {
                                  "description": "Specification value",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "name",
                                "value"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "group",
                          "specifications"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "groups"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product videos.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_video",
                "outputSchema": {
                  "properties": {
                    "videos": {
                      "description": "A list of available product video entries. Each contains the URL and description. If no videos are available, this will contain a message indicating videos are not available for this product.",
                      "items": {
                        "properties": {
                          "video_description": {
                            "description": "Short video description",
                            "type": "string"
                          },
                          "video_url": {
                            "description": "Direct video URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "video_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "videos"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns warranty data only.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_warranty",
                "outputSchema": {
                  "properties": {
                    "warranty": {
                      "description": "Warranty text",
                      "type": "string"
                    }
                  },
                  "required": [
                    "warranty"
                  ],
                  "type": "object"
                }
              }
            ]
          }
        },
        "url": "https://mcp.icecat.biz"
      },
      "latency_ms": 228.91,
      "status": "ok"
    },
    "transport_compliance_probe": {
      "details": {
        "bad_protocol_error": null,
        "bad_protocol_headers": {
          "content-type": "application/json",
          "strict-transport-security": "max-age=15768000"
        },
        "bad_protocol_payload": {
          "id": 410,
          "jsonrpc": "2.0",
          "result": {
            "tools": [
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns 360\u00b0 view images.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_360_view",
                "outputSchema": {
                  "properties": {
                    "360_views": {
                      "description": "List of 360\u00b0 view sets. Each set is an independent 360 rotation with its own ordered frames.",
                      "items": {
                        "properties": {
                          "images": {
                            "description": "Ordered list of frames for this 360 view",
                            "items": {
                              "properties": {
                                "order": {
                                  "description": "Frame order for correct 360 view rendering",
                                  "type": "integer"
                                },
                                "url": {
                                  "description": "Image URL",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "order",
                                "url"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "images"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "360_views"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Retrieves product popularity information based on the total product downloads from Icecat. Use this tool when the user requests product popularity analytics.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_analytics",
                "outputSchema": {
                  "properties": {
                    "popularity": {
                      "description": "The total number of downloads of the product across all types of Icecat output formats (xml, json, live, pcf, csv, www, url). Example: 1250",
                      "type": "integer"
                    }
                  },
                  "required": [
                    "popularity"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns brand-related legal and regulatory contact organizations for the product, including GPSR economic operators.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_brand_contacts",
                "outputSchema": {
                  "properties": {
                    "organizations": {
                      "description": "List of brand-related legal or regulatory organizations associated with the product. Ordered: brand owner first, then licensees, then representatives. Empty array if no brand organizations are available.",
                      "items": {
                        "properties": {
                          "city": {
                            "description": "City name",
                            "type": "string"
                          },
                          "country_code": {
                            "description": "ISO 3166-1 alpha-2 country code",
                            "type": "string"
                          },
                          "emails": {
                            "description": "Contact email addresses",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "house_number": {
                            "description": "Building or house number",
                            "type": "string"
                          },
                          "name": {
                            "description": "Organization legal name",
                            "type": "string"
                          },
                          "role": {
                            "description": "Organization role in relation to the product (e.g., brand_owner, licensee, representative)",
                            "type": "string"
                          },
                          "state": {
                            "description": "State or region name",
                            "type": "string"
                          },
                          "street": {
                            "description": "Street name",
                            "type": "string"
                          },
                          "urls": {
                            "description": "Public organization URLs",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "zip": {
                            "description": "Postal or ZIP code",
                            "type": "string"
                          }
                        },
                        "required": [
                          "role",
                          "name",
                          "country_code",
                          "city",
                          "street",
                          "house_number",
                          "zip",
                          "urls"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "organizations"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns safety, compliance, and sustainability documents.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_certificates",
                "outputSchema": {
                  "properties": {
                    "documents": {
                      "description": "A list of safety documentation entries available for the product. Each document object includes its type and URL. If no documents are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "document_type": {
                            "description": "Document type identifier",
                            "type": "string"
                          },
                          "document_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "document_type",
                          "document_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "documents"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns brand-authored descriptive and marketing text only. Do NOT use for: specs, warranty, identifiers, images.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_description",
                "outputSchema": {
                  "properties": {
                    "brief_description": {
                      "description": "1-2 sentence description",
                      "type": "string"
                    },
                    "bullet_points": {
                      "description": "Key features list",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "disclaimer": {
                      "description": "Legal or informational disclaimer",
                      "type": "string"
                    },
                    "full_product_name": {
                      "description": "Official marketing name",
                      "type": "string"
                    },
                    "long_summary": {
                      "description": "Extended description",
                      "type": "string"
                    },
                    "marketing_text": {
                      "description": "Promotional text",
                      "type": "string"
                    },
                    "short_summary": {
                      "description": "Concise feature summary",
                      "type": "string"
                    }
                  },
                  "required": [
                    "full_product_name",
                    "short_summary"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product images.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_gallery",
                "outputSchema": {
                  "properties": {
                    "images": {
                      "description": "List of product images from the gallery sorted by order. Each image contains order, type, main indicator, and URLs for different resolutions. If empty, gallery information is not available for this product.",
                      "items": {
                        "properties": {
                          "high_url": {
                            "description": "High resolution image URL",
                            "type": "string"
                          },
                          "is_main": {
                            "description": "Main image flag",
                            "type": "boolean"
                          },
                          "low_url": {
                            "description": "Low resolution image URL",
                            "type": "string"
                          },
                          "medium_url": {
                            "description": "Medium resolution image URL (500x500)",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "thumb_url": {
                            "description": "Thumbnail image URL",
                            "type": "string"
                          },
                          "type": {
                            "description": "Image type",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "is_main",
                          "type",
                          "high_url",
                          "medium_url",
                          "low_url",
                          "thumb_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "images"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns basic product identifiers only. Use only for: brand, code, GTINs, category, family, series, model, title.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_identifiers",
                "outputSchema": {
                  "properties": {
                    "brand": {
                      "description": "Brand name",
                      "type": "string"
                    },
                    "category": {
                      "description": "Product category",
                      "type": "string"
                    },
                    "family": {
                      "description": "Product family",
                      "type": "string"
                    },
                    "gtins": {
                      "description": "List of GTINs",
                      "items": {
                        "type": "string"
                      },
                      "type": "array"
                    },
                    "model": {
                      "description": "Official model name",
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Brand product code",
                      "type": "string"
                    },
                    "series": {
                      "description": "Product series",
                      "type": "string"
                    },
                    "title": {
                      "description": "Official product title",
                      "type": "string"
                    }
                  },
                  "required": [
                    "brand",
                    "model",
                    "title",
                    "product_code",
                    "category"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product leaflets.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_leaflet",
                "outputSchema": {
                  "properties": {
                    "leaflets": {
                      "description": "List of available product leaflets. Each leaflet includes a direct URL to the PDF document. If no leaflets are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "leaflet_url": {
                            "description": "Direct leaflet file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "leaflet_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "leaflets"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product lifecycle information.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_lifecycle",
                "outputSchema": {
                  "properties": {
                    "end_of_life_date": {
                      "description": "Product end of life date",
                      "type": "string"
                    },
                    "release_date": {
                      "description": "Product release date",
                      "type": "string"
                    }
                  },
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product manuals.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_manual",
                "outputSchema": {
                  "properties": {
                    "manuals": {
                      "description": "List of available product manuals. Each manual includes a direct URL. If no manuals are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "manual_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "manual_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "manuals"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns complete aggregated product information. Use only when full or complete product information is explicitly requested.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_overview",
                "outputSchema": {
                  "properties": {
                    "360_views": {
                      "description": "360\u00b0 view sets",
                      "items": {
                        "properties": {
                          "images": {
                            "description": "Ordered list of frames for this 360 view",
                            "items": {
                              "properties": {
                                "order": {
                                  "description": "Frame order for correct 360 view rendering",
                                  "type": "integer"
                                },
                                "url": {
                                  "description": "Image URL",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "order",
                                "url"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "images"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "brand_contacts": {
                      "description": "Brand-related legal and regulatory contact organizations",
                      "items": {
                        "properties": {
                          "city": {
                            "description": "City name",
                            "type": "string"
                          },
                          "country_code": {
                            "description": "ISO 3166-1 alpha-2 country code",
                            "type": "string"
                          },
                          "emails": {
                            "description": "Contact email addresses",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "house_number": {
                            "description": "Building or house number",
                            "type": "string"
                          },
                          "name": {
                            "description": "Organization legal name",
                            "type": "string"
                          },
                          "role": {
                            "description": "Organization role in relation to the product (e.g., brand_owner, licensee, representative)",
                            "type": "string"
                          },
                          "state": {
                            "description": "State or region name",
                            "type": "string"
                          },
                          "street": {
                            "description": "Street name",
                            "type": "string"
                          },
                          "urls": {
                            "description": "Public organization URLs",
                            "items": {
                              "type": "string"
                            },
                            "type": "array"
                          },
                          "zip": {
                            "description": "Postal or ZIP code",
                            "type": "string"
                          }
                        },
                        "required": [
                          "role",
                          "name",
                          "country_code",
                          "city",
                          "street",
                          "house_number",
                          "zip",
                          "urls"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "certificates": {
                      "description": "Safety, compliance, and sustainability documents",
                      "items": {
                        "properties": {
                          "document_type": {
                            "description": "Document type identifier",
                            "type": "string"
                          },
                          "document_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "document_type",
                          "document_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "description": {
                      "description": "Brand-authored descriptive and marketing text",
                      "properties": {
                        "brief_description": {
                          "description": "1-2 sentence description",
                          "type": "string"
                        },
                        "bullet_points": {
                          "description": "Key features list",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "disclaimer": {
                          "description": "Legal or informational disclaimer",
                          "type": "string"
                        },
                        "full_product_name": {
                          "description": "Official marketing name",
                          "type": "string"
                        },
                        "long_summary": {
                          "description": "Extended description",
                          "type": "string"
                        },
                        "marketing_text": {
                          "description": "Promotional text",
                          "type": "string"
                        },
                        "short_summary": {
                          "description": "Concise feature summary",
                          "type": "string"
                        }
                      },
                      "required": [
                        "full_product_name",
                        "short_summary"
                      ],
                      "type": "object"
                    },
                    "gallery": {
                      "description": "Product images",
                      "items": {
                        "properties": {
                          "high_url": {
                            "description": "High resolution image URL",
                            "type": "string"
                          },
                          "is_main": {
                            "description": "Main image flag",
                            "type": "boolean"
                          },
                          "low_url": {
                            "description": "Low resolution image URL",
                            "type": "string"
                          },
                          "medium_url": {
                            "description": "Medium resolution image URL (500x500)",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "thumb_url": {
                            "description": "Thumbnail image URL",
                            "type": "string"
                          },
                          "type": {
                            "description": "Image type",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "is_main",
                          "type",
                          "high_url",
                          "medium_url",
                          "low_url",
                          "thumb_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "identifiers": {
                      "description": "Basic product identifiers",
                      "properties": {
                        "brand": {
                          "description": "Brand name",
                          "type": "string"
                        },
                        "category": {
                          "description": "Product category",
                          "type": "string"
                        },
                        "family": {
                          "description": "Product family",
                          "type": "string"
                        },
                        "gtins": {
                          "description": "List of GTINs",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "model": {
                          "description": "Official model name",
                          "type": "string"
                        },
                        "product_code": {
                          "description": "Brand product code",
                          "type": "string"
                        },
                        "series": {
                          "description": "Product series",
                          "type": "string"
                        },
                        "title": {
                          "description": "Official product title",
                          "type": "string"
                        }
                      },
                      "required": [
                        "brand",
                        "model",
                        "title",
                        "product_code",
                        "category"
                      ],
                      "type": "object"
                    },
                    "leaflets": {
                      "description": "Product leaflets",
                      "items": {
                        "properties": {
                          "leaflet_url": {
                            "description": "Direct leaflet file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "leaflet_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "lifecycle": {
                      "description": "Product lifecycle information",
                      "properties": {
                        "end_of_life_date": {
                          "description": "Product end of life date",
                          "type": "string"
                        },
                        "release_date": {
                          "description": "Product release date",
                          "type": "string"
                        }
                      },
                      "type": "object"
                    },
                    "manuals": {
                      "description": "Product manuals",
                      "items": {
                        "properties": {
                          "manual_url": {
                            "description": "Direct file URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "manual_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "reasons_to_buy": {
                      "description": "Promotional selling points",
                      "items": {
                        "properties": {
                          "image": {
                            "description": "Optional image URL",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "title": {
                            "description": "Short promotional title text",
                            "type": "string"
                          },
                          "value": {
                            "description": "Promotional reason text",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "title",
                          "value"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "related": {
                      "description": "Related products",
                      "items": {
                        "properties": {
                          "brand": {
                            "description": "Brand name",
                            "type": "string"
                          },
                          "category": {
                            "description": "Product category name",
                            "type": "string"
                          },
                          "end_date": {
                            "description": "Recommendation end date",
                            "type": "string"
                          },
                          "model": {
                            "description": "Product model name",
                            "type": "string"
                          },
                          "preferred": {
                            "description": "Whether this is a preferred/recommended related product",
                            "type": "boolean"
                          },
                          "product_code": {
                            "description": "Product code/part number",
                            "type": "string"
                          },
                          "start_date": {
                            "description": "Recommendation start date",
                            "type": "string"
                          }
                        },
                        "required": [
                          "category",
                          "brand",
                          "product_code",
                          "model"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "reviews": {
                      "description": "Product reviews",
                      "items": {
                        "properties": {
                          "bad": {
                            "description": "Negative aspects of the product",
                            "type": "string"
                          },
                          "bottom_line": {
                            "description": "Short summary or conclusion of the review",
                            "type": "string"
                          },
                          "comment": {
                            "description": "Short excerpt of the review, maximum 255 characters",
                            "type": "string"
                          },
                          "good": {
                            "description": "Positive aspects of the product",
                            "type": "string"
                          },
                          "score": {
                            "description": "Review score expressed in percentages",
                            "type": "string"
                          },
                          "url": {
                            "description": "Original source URL where the review was published",
                            "type": "string"
                          }
                        },
                        "required": [
                          "comment"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "specs": {
                      "description": "Structured technical specifications",
                      "items": {
                        "properties": {
                          "group": {
                            "description": "Specification group name",
                            "type": "string"
                          },
                          "specifications": {
                            "description": "A list of product specifications",
                            "items": {
                              "properties": {
                                "feature_description": {
                                  "description": "Definition of the specification",
                                  "type": "string"
                                },
                                "name": {
                                  "description": "Specification name",
                                  "type": "string"
                                },
                                "value": {
                                  "description": "Specification value",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "name",
                                "value"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "group",
                          "specifications"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "videos": {
                      "description": "Product videos",
                      "items": {
                        "properties": {
                          "video_description": {
                            "description": "Short video description",
                            "type": "string"
                          },
                          "video_url": {
                            "description": "Direct video URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "video_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    },
                    "warranty": {
                      "description": "Warranty text",
                      "type": "string"
                    }
                  },
                  "required": [
                    "identifiers",
                    "description",
                    "specs",
                    "warranty",
                    "manuals",
                    "gallery",
                    "certificates",
                    "leaflets",
                    "videos",
                    "reasons_to_buy",
                    "lifecycle",
                    "reviews",
                    "related",
                    "brand_contacts",
                    "360_views"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns structured promotional selling points for a product.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_reasons_to_buy",
                "outputSchema": {
                  "properties": {
                    "reasons_to_buy": {
                      "description": "List of structured promotional selling points for the product, sorted by order. If no reasons to buy are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "image": {
                            "description": "Optional image URL",
                            "type": "string"
                          },
                          "order": {
                            "description": "Display order",
                            "type": "integer"
                          },
                          "title": {
                            "description": "Short promotional title text",
                            "type": "string"
                          },
                          "value": {
                            "description": "Promotional reason text",
                            "type": "string"
                          }
                        },
                        "required": [
                          "order",
                          "title",
                          "value"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "reasons_to_buy"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns related products for a given product.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_related",
                "outputSchema": {
                  "properties": {
                    "related": {
                      "description": "List of related products. Each item includes category, brand, product code, and model. If no related products are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "brand": {
                            "description": "Brand name",
                            "type": "string"
                          },
                          "category": {
                            "description": "Product category name",
                            "type": "string"
                          },
                          "end_date": {
                            "description": "Recommendation end date",
                            "type": "string"
                          },
                          "model": {
                            "description": "Product model name",
                            "type": "string"
                          },
                          "preferred": {
                            "description": "Whether this is a preferred/recommended related product",
                            "type": "boolean"
                          },
                          "product_code": {
                            "description": "Product code/part number",
                            "type": "string"
                          },
                          "start_date": {
                            "description": "Recommendation start date",
                            "type": "string"
                          }
                        },
                        "required": [
                          "category",
                          "brand",
                          "product_code",
                          "model"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "related"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product reviews.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_review",
                "outputSchema": {
                  "properties": {
                    "reviews": {
                      "description": "List of product reviews. Each review includes a comment and optional score, pros, cons, and summary. If no reviews are available, this will be an empty array.",
                      "items": {
                        "properties": {
                          "bad": {
                            "description": "Negative aspects of the product",
                            "type": "string"
                          },
                          "bottom_line": {
                            "description": "Short summary or conclusion of the review",
                            "type": "string"
                          },
                          "comment": {
                            "description": "Short excerpt of the review, maximum 255 characters",
                            "type": "string"
                          },
                          "good": {
                            "description": "Positive aspects of the product",
                            "type": "string"
                          },
                          "score": {
                            "description": "Review score expressed in percentages",
                            "type": "string"
                          },
                          "url": {
                            "description": "Original source URL where the review was published",
                            "type": "string"
                          }
                        },
                        "required": [
                          "comment"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "reviews"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns structured technical specifications. Use only for: detailed features or attributes.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_specs",
                "outputSchema": {
                  "properties": {
                    "groups": {
                      "description": "List of specification groups, each containing related product specifications",
                      "items": {
                        "properties": {
                          "group": {
                            "description": "Specification group name",
                            "type": "string"
                          },
                          "specifications": {
                            "description": "A list of product specifications",
                            "items": {
                              "properties": {
                                "feature_description": {
                                  "description": "Definition of the specification",
                                  "type": "string"
                                },
                                "name": {
                                  "description": "Specification name",
                                  "type": "string"
                                },
                                "value": {
                                  "description": "Specification value",
                                  "type": "string"
                                }
                              },
                              "required": [
                                "name",
                                "value"
                              ],
                              "type": "object"
                            },
                            "type": "array"
                          }
                        },
                        "required": [
                          "group",
                          "specifications"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "groups"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns product videos.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_video",
                "outputSchema": {
                  "properties": {
                    "videos": {
                      "description": "A list of available product video entries. Each contains the URL and description. If no videos are available, this will contain a message indicating videos are not available for this product.",
                      "items": {
                        "properties": {
                          "video_description": {
                            "description": "Short video description",
                            "type": "string"
                          },
                          "video_url": {
                            "description": "Direct video URL",
                            "type": "string"
                          }
                        },
                        "required": [
                          "video_url"
                        ],
                        "type": "object"
                      },
                      "type": "array"
                    }
                  },
                  "required": [
                    "videos"
                  ],
                  "type": "object"
                }
              },
              {
                "annotations": {
                  "destructiveHint": false,
                  "idempotentHint": false,
                  "openWorldHint": true,
                  "readOnlyHint": true
                },
                "description": "Returns warranty data only.",
                "inputSchema": {
                  "properties": {
                    "brand_name": {
                      "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    },
                    "gtin": {
                      "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                      "maxLength": 14,
                      "minLength": 1,
                      "type": "string"
                    },
                    "product_code": {
                      "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                      "maxLength": 60,
                      "minLength": 1,
                      "type": "string"
                    }
                  },
                  "type": "object"
                },
                "name": "product_warranty",
                "outputSchema": {
                  "properties": {
                    "warranty": {
                      "description": "Warranty text",
                      "type": "string"
                    }
                  },
                  "required": [
                    "warranty"
                  ],
                  "type": "object"
                }
              }
            ]
          }
        },
        "bad_protocol_status_code": 200,
        "delete_error": null,
        "delete_status_code": null,
        "expired_session_error": null,
        "expired_session_status_code": null,
        "issues": [
          "missing_session_id",
          "missing_protocol_header",
          "bad_protocol_not_rejected"
        ],
        "last_event_id_visible": false,
        "protocol_header_present": false,
        "requested_protocol_version": "2025-03-26",
        "session_id_present": false,
        "transport": "sse"
      },
      "latency_ms": 119.07,
      "status": "error"
    },
    "utility_coverage_probe": {
      "details": {
        "completions": {
          "advertised": false,
          "live_probe": "not_executed",
          "sample_target": null
        },
        "initialize_capability_keys": [
          "tools"
        ],
        "pagination": {
          "metadata_signal": false,
          "next_cursor_methods": [],
          "supported": false
        },
        "tasks": {
          "advertised": false,
          "http_status": 200,
          "probe_status": "missing"
        }
      },
      "latency_ms": 103.19,
      "status": "missing"
    }
  },
  "failures": {
    "oauth_authorization_server": {
      "reason": "no_authorization_server"
    },
    "oauth_protected_resource": {
      "error": "The read operation timed out",
      "url": "https://mcp.icecat.biz/.well-known/oauth-protected-resource"
    },
    "openid_configuration": {
      "reason": "no_authorization_server"
    },
    "probe_noise_resilience": {
      "error": "The read operation timed out",
      "url": "https://mcp.icecat.biz/robots.txt"
    },
    "server_card": {
      "error": "The read operation timed out",
      "url": "https://mcp.icecat.biz/.well-known/mcp/server-card.json"
    },
    "transport_compliance_probe": {
      "bad_protocol_error": null,
      "bad_protocol_headers": {
        "content-type": "application/json",
        "strict-transport-security": "max-age=15768000"
      },
      "bad_protocol_payload": {
        "id": 410,
        "jsonrpc": "2.0",
        "result": {
          "tools": [
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns 360\u00b0 view images.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_360_view",
              "outputSchema": {
                "properties": {
                  "360_views": {
                    "description": "List of 360\u00b0 view sets. Each set is an independent 360 rotation with its own ordered frames.",
                    "items": {
                      "properties": {
                        "images": {
                          "description": "Ordered list of frames for this 360 view",
                          "items": {
                            "properties": {
                              "order": {
                                "description": "Frame order for correct 360 view rendering",
                                "type": "integer"
                              },
                              "url": {
                                "description": "Image URL",
                                "type": "string"
                              }
                            },
                            "required": [
                              "order",
                              "url"
                            ],
                            "type": "object"
                          },
                          "type": "array"
                        }
                      },
                      "required": [
                        "images"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "360_views"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Retrieves product popularity information based on the total product downloads from Icecat. Use this tool when the user requests product popularity analytics.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_analytics",
              "outputSchema": {
                "properties": {
                  "popularity": {
                    "description": "The total number of downloads of the product across all types of Icecat output formats (xml, json, live, pcf, csv, www, url). Example: 1250",
                    "type": "integer"
                  }
                },
                "required": [
                  "popularity"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns brand-related legal and regulatory contact organizations for the product, including GPSR economic operators.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_brand_contacts",
              "outputSchema": {
                "properties": {
                  "organizations": {
                    "description": "List of brand-related legal or regulatory organizations associated with the product. Ordered: brand owner first, then licensees, then representatives. Empty array if no brand organizations are available.",
                    "items": {
                      "properties": {
                        "city": {
                          "description": "City name",
                          "type": "string"
                        },
                        "country_code": {
                          "description": "ISO 3166-1 alpha-2 country code",
                          "type": "string"
                        },
                        "emails": {
                          "description": "Contact email addresses",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "house_number": {
                          "description": "Building or house number",
                          "type": "string"
                        },
                        "name": {
                          "description": "Organization legal name",
                          "type": "string"
                        },
                        "role": {
                          "description": "Organization role in relation to the product (e.g., brand_owner, licensee, representative)",
                          "type": "string"
                        },
                        "state": {
                          "description": "State or region name",
                          "type": "string"
                        },
                        "street": {
                          "description": "Street name",
                          "type": "string"
                        },
                        "urls": {
                          "description": "Public organization URLs",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "zip": {
                          "description": "Postal or ZIP code",
                          "type": "string"
                        }
                      },
                      "required": [
                        "role",
                        "name",
                        "country_code",
                        "city",
                        "street",
                        "house_number",
                        "zip",
                        "urls"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "organizations"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns safety, compliance, and sustainability documents.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_certificates",
              "outputSchema": {
                "properties": {
                  "documents": {
                    "description": "A list of safety documentation entries available for the product. Each document object includes its type and URL. If no documents are available, this will be an empty array.",
                    "items": {
                      "properties": {
                        "document_type": {
                          "description": "Document type identifier",
                          "type": "string"
                        },
                        "document_url": {
                          "description": "Direct file URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "document_type",
                        "document_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "documents"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns brand-authored descriptive and marketing text only. Do NOT use for: specs, warranty, identifiers, images.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_description",
              "outputSchema": {
                "properties": {
                  "brief_description": {
                    "description": "1-2 sentence description",
                    "type": "string"
                  },
                  "bullet_points": {
                    "description": "Key features list",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "disclaimer": {
                    "description": "Legal or informational disclaimer",
                    "type": "string"
                  },
                  "full_product_name": {
                    "description": "Official marketing name",
                    "type": "string"
                  },
                  "long_summary": {
                    "description": "Extended description",
                    "type": "string"
                  },
                  "marketing_text": {
                    "description": "Promotional text",
                    "type": "string"
                  },
                  "short_summary": {
                    "description": "Concise feature summary",
                    "type": "string"
                  }
                },
                "required": [
                  "full_product_name",
                  "short_summary"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns product images.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_gallery",
              "outputSchema": {
                "properties": {
                  "images": {
                    "description": "List of product images from the gallery sorted by order. Each image contains order, type, main indicator, and URLs for different resolutions. If empty, gallery information is not available for this product.",
                    "items": {
                      "properties": {
                        "high_url": {
                          "description": "High resolution image URL",
                          "type": "string"
                        },
                        "is_main": {
                          "description": "Main image flag",
                          "type": "boolean"
                        },
                        "low_url": {
                          "description": "Low resolution image URL",
                          "type": "string"
                        },
                        "medium_url": {
                          "description": "Medium resolution image URL (500x500)",
                          "type": "string"
                        },
                        "order": {
                          "description": "Display order",
                          "type": "integer"
                        },
                        "thumb_url": {
                          "description": "Thumbnail image URL",
                          "type": "string"
                        },
                        "type": {
                          "description": "Image type",
                          "type": "string"
                        }
                      },
                      "required": [
                        "order",
                        "is_main",
                        "type",
                        "high_url",
                        "medium_url",
                        "low_url",
                        "thumb_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "images"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns basic product identifiers only. Use only for: brand, code, GTINs, category, family, series, model, title.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_identifiers",
              "outputSchema": {
                "properties": {
                  "brand": {
                    "description": "Brand name",
                    "type": "string"
                  },
                  "category": {
                    "description": "Product category",
                    "type": "string"
                  },
                  "family": {
                    "description": "Product family",
                    "type": "string"
                  },
                  "gtins": {
                    "description": "List of GTINs",
                    "items": {
                      "type": "string"
                    },
                    "type": "array"
                  },
                  "model": {
                    "description": "Official model name",
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Brand product code",
                    "type": "string"
                  },
                  "series": {
                    "description": "Product series",
                    "type": "string"
                  },
                  "title": {
                    "description": "Official product title",
                    "type": "string"
                  }
                },
                "required": [
                  "brand",
                  "model",
                  "title",
                  "product_code",
                  "category"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns product leaflets.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_leaflet",
              "outputSchema": {
                "properties": {
                  "leaflets": {
                    "description": "List of available product leaflets. Each leaflet includes a direct URL to the PDF document. If no leaflets are available, this will be an empty array.",
                    "items": {
                      "properties": {
                        "leaflet_url": {
                          "description": "Direct leaflet file URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "leaflet_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "leaflets"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns product lifecycle information.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_lifecycle",
              "outputSchema": {
                "properties": {
                  "end_of_life_date": {
                    "description": "Product end of life date",
                    "type": "string"
                  },
                  "release_date": {
                    "description": "Product release date",
                    "type": "string"
                  }
                },
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns product manuals.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_manual",
              "outputSchema": {
                "properties": {
                  "manuals": {
                    "description": "List of available product manuals. Each manual includes a direct URL. If no manuals are available, this will be an empty array.",
                    "items": {
                      "properties": {
                        "manual_url": {
                          "description": "Direct file URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "manual_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "manuals"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns complete aggregated product information. Use only when full or complete product information is explicitly requested.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_overview",
              "outputSchema": {
                "properties": {
                  "360_views": {
                    "description": "360\u00b0 view sets",
                    "items": {
                      "properties": {
                        "images": {
                          "description": "Ordered list of frames for this 360 view",
                          "items": {
                            "properties": {
                              "order": {
                                "description": "Frame order for correct 360 view rendering",
                                "type": "integer"
                              },
                              "url": {
                                "description": "Image URL",
                                "type": "string"
                              }
                            },
                            "required": [
                              "order",
                              "url"
                            ],
                            "type": "object"
                          },
                          "type": "array"
                        }
                      },
                      "required": [
                        "images"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "brand_contacts": {
                    "description": "Brand-related legal and regulatory contact organizations",
                    "items": {
                      "properties": {
                        "city": {
                          "description": "City name",
                          "type": "string"
                        },
                        "country_code": {
                          "description": "ISO 3166-1 alpha-2 country code",
                          "type": "string"
                        },
                        "emails": {
                          "description": "Contact email addresses",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "house_number": {
                          "description": "Building or house number",
                          "type": "string"
                        },
                        "name": {
                          "description": "Organization legal name",
                          "type": "string"
                        },
                        "role": {
                          "description": "Organization role in relation to the product (e.g., brand_owner, licensee, representative)",
                          "type": "string"
                        },
                        "state": {
                          "description": "State or region name",
                          "type": "string"
                        },
                        "street": {
                          "description": "Street name",
                          "type": "string"
                        },
                        "urls": {
                          "description": "Public organization URLs",
                          "items": {
                            "type": "string"
                          },
                          "type": "array"
                        },
                        "zip": {
                          "description": "Postal or ZIP code",
                          "type": "string"
                        }
                      },
                      "required": [
                        "role",
                        "name",
                        "country_code",
                        "city",
                        "street",
                        "house_number",
                        "zip",
                        "urls"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "certificates": {
                    "description": "Safety, compliance, and sustainability documents",
                    "items": {
                      "properties": {
                        "document_type": {
                          "description": "Document type identifier",
                          "type": "string"
                        },
                        "document_url": {
                          "description": "Direct file URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "document_type",
                        "document_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "description": {
                    "description": "Brand-authored descriptive and marketing text",
                    "properties": {
                      "brief_description": {
                        "description": "1-2 sentence description",
                        "type": "string"
                      },
                      "bullet_points": {
                        "description": "Key features list",
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      "disclaimer": {
                        "description": "Legal or informational disclaimer",
                        "type": "string"
                      },
                      "full_product_name": {
                        "description": "Official marketing name",
                        "type": "string"
                      },
                      "long_summary": {
                        "description": "Extended description",
                        "type": "string"
                      },
                      "marketing_text": {
                        "description": "Promotional text",
                        "type": "string"
                      },
                      "short_summary": {
                        "description": "Concise feature summary",
                        "type": "string"
                      }
                    },
                    "required": [
                      "full_product_name",
                      "short_summary"
                    ],
                    "type": "object"
                  },
                  "gallery": {
                    "description": "Product images",
                    "items": {
                      "properties": {
                        "high_url": {
                          "description": "High resolution image URL",
                          "type": "string"
                        },
                        "is_main": {
                          "description": "Main image flag",
                          "type": "boolean"
                        },
                        "low_url": {
                          "description": "Low resolution image URL",
                          "type": "string"
                        },
                        "medium_url": {
                          "description": "Medium resolution image URL (500x500)",
                          "type": "string"
                        },
                        "order": {
                          "description": "Display order",
                          "type": "integer"
                        },
                        "thumb_url": {
                          "description": "Thumbnail image URL",
                          "type": "string"
                        },
                        "type": {
                          "description": "Image type",
                          "type": "string"
                        }
                      },
                      "required": [
                        "order",
                        "is_main",
                        "type",
                        "high_url",
                        "medium_url",
                        "low_url",
                        "thumb_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "identifiers": {
                    "description": "Basic product identifiers",
                    "properties": {
                      "brand": {
                        "description": "Brand name",
                        "type": "string"
                      },
                      "category": {
                        "description": "Product category",
                        "type": "string"
                      },
                      "family": {
                        "description": "Product family",
                        "type": "string"
                      },
                      "gtins": {
                        "description": "List of GTINs",
                        "items": {
                          "type": "string"
                        },
                        "type": "array"
                      },
                      "model": {
                        "description": "Official model name",
                        "type": "string"
                      },
                      "product_code": {
                        "description": "Brand product code",
                        "type": "string"
                      },
                      "series": {
                        "description": "Product series",
                        "type": "string"
                      },
                      "title": {
                        "description": "Official product title",
                        "type": "string"
                      }
                    },
                    "required": [
                      "brand",
                      "model",
                      "title",
                      "product_code",
                      "category"
                    ],
                    "type": "object"
                  },
                  "leaflets": {
                    "description": "Product leaflets",
                    "items": {
                      "properties": {
                        "leaflet_url": {
                          "description": "Direct leaflet file URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "leaflet_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "lifecycle": {
                    "description": "Product lifecycle information",
                    "properties": {
                      "end_of_life_date": {
                        "description": "Product end of life date",
                        "type": "string"
                      },
                      "release_date": {
                        "description": "Product release date",
                        "type": "string"
                      }
                    },
                    "type": "object"
                  },
                  "manuals": {
                    "description": "Product manuals",
                    "items": {
                      "properties": {
                        "manual_url": {
                          "description": "Direct file URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "manual_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "reasons_to_buy": {
                    "description": "Promotional selling points",
                    "items": {
                      "properties": {
                        "image": {
                          "description": "Optional image URL",
                          "type": "string"
                        },
                        "order": {
                          "description": "Display order",
                          "type": "integer"
                        },
                        "title": {
                          "description": "Short promotional title text",
                          "type": "string"
                        },
                        "value": {
                          "description": "Promotional reason text",
                          "type": "string"
                        }
                      },
                      "required": [
                        "order",
                        "title",
                        "value"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "related": {
                    "description": "Related products",
                    "items": {
                      "properties": {
                        "brand": {
                          "description": "Brand name",
                          "type": "string"
                        },
                        "category": {
                          "description": "Product category name",
                          "type": "string"
                        },
                        "end_date": {
                          "description": "Recommendation end date",
                          "type": "string"
                        },
                        "model": {
                          "description": "Product model name",
                          "type": "string"
                        },
                        "preferred": {
                          "description": "Whether this is a preferred/recommended related product",
                          "type": "boolean"
                        },
                        "product_code": {
                          "description": "Product code/part number",
                          "type": "string"
                        },
                        "start_date": {
                          "description": "Recommendation start date",
                          "type": "string"
                        }
                      },
                      "required": [
                        "category",
                        "brand",
                        "product_code",
                        "model"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "reviews": {
                    "description": "Product reviews",
                    "items": {
                      "properties": {
                        "bad": {
                          "description": "Negative aspects of the product",
                          "type": "string"
                        },
                        "bottom_line": {
                          "description": "Short summary or conclusion of the review",
                          "type": "string"
                        },
                        "comment": {
                          "description": "Short excerpt of the review, maximum 255 characters",
                          "type": "string"
                        },
                        "good": {
                          "description": "Positive aspects of the product",
                          "type": "string"
                        },
                        "score": {
                          "description": "Review score expressed in percentages",
                          "type": "string"
                        },
                        "url": {
                          "description": "Original source URL where the review was published",
                          "type": "string"
                        }
                      },
                      "required": [
                        "comment"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "specs": {
                    "description": "Structured technical specifications",
                    "items": {
                      "properties": {
                        "group": {
                          "description": "Specification group name",
                          "type": "string"
                        },
                        "specifications": {
                          "description": "A list of product specifications",
                          "items": {
                            "properties": {
                              "feature_description": {
                                "description": "Definition of the specification",
                                "type": "string"
                              },
                              "name": {
                                "description": "Specification name",
                                "type": "string"
                              },
                              "value": {
                                "description": "Specification value",
                                "type": "string"
                              }
                            },
                            "required": [
                              "name",
                              "value"
                            ],
                            "type": "object"
                          },
                          "type": "array"
                        }
                      },
                      "required": [
                        "group",
                        "specifications"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "videos": {
                    "description": "Product videos",
                    "items": {
                      "properties": {
                        "video_description": {
                          "description": "Short video description",
                          "type": "string"
                        },
                        "video_url": {
                          "description": "Direct video URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "video_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  },
                  "warranty": {
                    "description": "Warranty text",
                    "type": "string"
                  }
                },
                "required": [
                  "identifiers",
                  "description",
                  "specs",
                  "warranty",
                  "manuals",
                  "gallery",
                  "certificates",
                  "leaflets",
                  "videos",
                  "reasons_to_buy",
                  "lifecycle",
                  "reviews",
                  "related",
                  "brand_contacts",
                  "360_views"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns structured promotional selling points for a product.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_reasons_to_buy",
              "outputSchema": {
                "properties": {
                  "reasons_to_buy": {
                    "description": "List of structured promotional selling points for the product, sorted by order. If no reasons to buy are available, this will be an empty array.",
                    "items": {
                      "properties": {
                        "image": {
                          "description": "Optional image URL",
                          "type": "string"
                        },
                        "order": {
                          "description": "Display order",
                          "type": "integer"
                        },
                        "title": {
                          "description": "Short promotional title text",
                          "type": "string"
                        },
                        "value": {
                          "description": "Promotional reason text",
                          "type": "string"
                        }
                      },
                      "required": [
                        "order",
                        "title",
                        "value"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "reasons_to_buy"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns related products for a given product.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_related",
              "outputSchema": {
                "properties": {
                  "related": {
                    "description": "List of related products. Each item includes category, brand, product code, and model. If no related products are available, this will be an empty array.",
                    "items": {
                      "properties": {
                        "brand": {
                          "description": "Brand name",
                          "type": "string"
                        },
                        "category": {
                          "description": "Product category name",
                          "type": "string"
                        },
                        "end_date": {
                          "description": "Recommendation end date",
                          "type": "string"
                        },
                        "model": {
                          "description": "Product model name",
                          "type": "string"
                        },
                        "preferred": {
                          "description": "Whether this is a preferred/recommended related product",
                          "type": "boolean"
                        },
                        "product_code": {
                          "description": "Product code/part number",
                          "type": "string"
                        },
                        "start_date": {
                          "description": "Recommendation start date",
                          "type": "string"
                        }
                      },
                      "required": [
                        "category",
                        "brand",
                        "product_code",
                        "model"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "related"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns product reviews.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_review",
              "outputSchema": {
                "properties": {
                  "reviews": {
                    "description": "List of product reviews. Each review includes a comment and optional score, pros, cons, and summary. If no reviews are available, this will be an empty array.",
                    "items": {
                      "properties": {
                        "bad": {
                          "description": "Negative aspects of the product",
                          "type": "string"
                        },
                        "bottom_line": {
                          "description": "Short summary or conclusion of the review",
                          "type": "string"
                        },
                        "comment": {
                          "description": "Short excerpt of the review, maximum 255 characters",
                          "type": "string"
                        },
                        "good": {
                          "description": "Positive aspects of the product",
                          "type": "string"
                        },
                        "score": {
                          "description": "Review score expressed in percentages",
                          "type": "string"
                        },
                        "url": {
                          "description": "Original source URL where the review was published",
                          "type": "string"
                        }
                      },
                      "required": [
                        "comment"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "reviews"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns structured technical specifications. Use only for: detailed features or attributes.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_specs",
              "outputSchema": {
                "properties": {
                  "groups": {
                    "description": "List of specification groups, each containing related product specifications",
                    "items": {
                      "properties": {
                        "group": {
                          "description": "Specification group name",
                          "type": "string"
                        },
                        "specifications": {
                          "description": "A list of product specifications",
                          "items": {
                            "properties": {
                              "feature_description": {
                                "description": "Definition of the specification",
                                "type": "string"
                              },
                              "name": {
                                "description": "Specification name",
                                "type": "string"
                              },
                              "value": {
                                "description": "Specification value",
                                "type": "string"
                              }
                            },
                            "required": [
                              "name",
                              "value"
                            ],
                            "type": "object"
                          },
                          "type": "array"
                        }
                      },
                      "required": [
                        "group",
                        "specifications"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "groups"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns product videos.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_video",
              "outputSchema": {
                "properties": {
                  "videos": {
                    "description": "A list of available product video entries. Each contains the URL and description. If no videos are available, this will contain a message indicating videos are not available for this product.",
                    "items": {
                      "properties": {
                        "video_description": {
                          "description": "Short video description",
                          "type": "string"
                        },
                        "video_url": {
                          "description": "Direct video URL",
                          "type": "string"
                        }
                      },
                      "required": [
                        "video_url"
                      ],
                      "type": "object"
                    },
                    "type": "array"
                  }
                },
                "required": [
                  "videos"
                ],
                "type": "object"
              }
            },
            {
              "annotations": {
                "destructiveHint": false,
                "idempotentHint": false,
                "openWorldHint": true,
                "readOnlyHint": true
              },
              "description": "Returns warranty data only.",
              "inputSchema": {
                "properties": {
                  "brand_name": {
                    "description": "Brand name. Required only with product_code. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  },
                  "gtin": {
                    "description": "Global Trade Item Number. Overrides brand_name + product_code. Use GTIN exclusively when valid.",
                    "maxLength": 14,
                    "minLength": 1,
                    "type": "string"
                  },
                  "product_code": {
                    "description": "Manufacturer product code. Required only with brand_name. Ignored if GTIN is present.",
                    "maxLength": 60,
                    "minLength": 1,
                    "type": "string"
                  }
                },
                "type": "object"
              },
              "name": "product_warranty",
              "outputSchema": {
                "properties": {
                  "warranty": {
                    "description": "Warranty text",
                    "type": "string"
                  }
                },
                "required": [
                  "warranty"
                ],
                "type": "object"
              }
            }
          ]
        }
      },
      "bad_protocol_status_code": 200,
      "delete_error": null,
      "delete_status_code": null,
      "expired_session_error": null,
      "expired_session_status_code": null,
      "issues": [
        "missing_session_id",
        "missing_protocol_header",
        "bad_protocol_not_rejected"
      ],
      "last_event_id_visible": false,
      "protocol_header_present": false,
      "requested_protocol_version": "2025-03-26",
      "session_id_present": false,
      "transport": "sse"
    }
  },
  "remote_url": "https://mcp.icecat.biz",
  "server_card_payload": null,
  "server_identifier": "biz.icecat/mcp"
}

Known versions

Validation history

7 day score delta
+0.0
30 day score delta
+0.0
Recent healthy ratio
100%
Freshness
605.4h
TimestampStatusScoreLatencyTools
Apr 09, 2026 12:31:17 AM UTC Healthy 74.6 32531.2 ms 17
Apr 08, 2026 12:30:00 AM UTC Healthy 74.6 33904.0 ms 17
Apr 07, 2026 12:28:22 AM UTC Healthy 74.6 41763.0 ms 17
Apr 06, 2026 12:26:23 AM UTC Healthy 74.6 32878.0 ms 17
Apr 05, 2026 12:25:07 AM UTC Healthy 74.6 32676.5 ms 17
Apr 04, 2026 12:23:55 AM UTC Healthy 74.6 32641.1 ms 17
Apr 03, 2026 12:20:46 AM UTC Healthy 74.6 32853.6 ms 17
Apr 02, 2026 12:10:55 AM UTC Healthy 74.6 32446.0 ms 17

Validation timeline

ValidatedSummaryScoreProtocolAuth modeToolsHigh-risk toolsChanges
Apr 09, 2026 12:31:17 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 08, 2026 12:30:00 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 07, 2026 12:28:22 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 06, 2026 12:26:23 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 05, 2026 12:25:07 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 04, 2026 12:23:55 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 03, 2026 12:20:46 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Apr 02, 2026 12:10:55 AM UTC Healthy 74.6 2025-03-26 public 17 0 none
Mar 31, 2026 11:33:24 PM UTC Healthy 74.6 2025-03-26 public 17 0 none
Mar 30, 2026 11:25:43 PM UTC Healthy 74.6 2025-03-26 public 17 0 none
Mar 29, 2026 11:17:57 PM UTC Healthy 74.6 2025-03-26 public 17 0 none
Mar 28, 2026 09:59:07 PM UTC Healthy 74.6 2025-03-26 public 17 0 none

Recent validation runs

StartedStatusSummaryLatencyChecks
Apr 09, 2026 12:30:45 AM UTC Completed Healthy 32531.2 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 08, 2026 12:29:26 AM UTC Completed Healthy 33904.0 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, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 07, 2026 12:27:41 AM UTC Completed Healthy 41763.0 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, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 06, 2026 12:25:50 AM UTC Completed Healthy 32878.0 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, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 05, 2026 12:24:34 AM UTC Completed Healthy 32676.5 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 04, 2026 12:23:22 AM UTC Completed Healthy 32641.1 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 03, 2026 12:20:13 AM UTC Completed Healthy 32853.6 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Apr 02, 2026 12:10:22 AM UTC Completed Healthy 32446.0 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, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 31, 2026 11:32:51 PM UTC Completed Healthy 33032.0 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, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe
Mar 30, 2026 11:25:10 PM UTC Completed Healthy 32294.1 ms action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe