ai.agentlookups/groundtruth
Federal environmental records + address due-diligence layers near any US location. Tools
Block For Production
trustsnap_78cf504fc2915947.- Utility Coverage
- Transport Compliance
- Step Up Auth
- Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
- Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.
- Publish /.well-known/oauth-authorization-server from your issuer and include registration endpoint when supported.
- No segmented attention signals observed in the current window.
Dispute this assessment
If any published claim about this server -- its score, a risk flag, a capability classification, or its taxonomy -- is factually wrong, tell us what evidence shows and we will review it. This does not require claiming or verifying ownership of the server first.
Verify responds to disputes within 5 business days and resolves them within 15.
Dispute history
No disputes filed for this server.
Risk
Security posture
Tool capability & risk inventory
| Tool | Capabilities | Risk | Findings | Notes |
|---|---|---|---|---|
environment_near |
read | Low | none | No explicit safeguard hints detected. |
drinking_water |
undetermined | Low | none | No explicit safeguard hints detected. |
Write-action governance
Status detail: No unsafe write-action governance gaps detected on the latest validation.
| Tool | Risk | Flags | Safeguards |
|---|---|---|---|
| No high-risk tools were detected on the latest run. | |||
Action-controls diff
New actions
| Action | Risk | Flags |
|---|---|---|
drinking_water | Low | none |
environment_near | Low | none |
Changed actions
| Action | Change types | Risk |
|---|---|---|
| No materially changed actions. | ||
Critical alerts
Compatibility
Client compatibility verdicts
Client compatibility only means the server shape can work with a client. Production trust decision and write-action publishing are evaluated separately so a client-compatible server can still be blocked for production.
Evidence provenance
initialize• OKtools_list• OKtransport_compliance_probe• Errorstep_up_auth_probe• Missingconnector_replay_probe• OK — Frozen tool snapshots must survive refresh.request_association_probe• Missing — Roots, sampling, and elicitation should stay request-scoped.
Evidence provenance
initialize• OKtools_list• OKtransport_compliance_probe• Error
Evidence provenance
action_safety_probe• OK
Evidence provenance
tool_snapshot_probe• OKconnector_replay_probe• OK
Client compatibility gate details
Remediation checklist
OpenAI connectors expect OAuth for remote server auth.Dynamic client registration materially improves connector setup.Transport compliance failed or did not complete successfully.OAuth interoperability should be strong.OAuth is not configured, so this client cannot authenticate without additional setup.Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.
Remediation checklist
Transport behavior should match Claude-compatible HTTP expectations.OAuth is not configured, so this client cannot authenticate without additional setup.Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.Transport compliance issues should be resolved before wider client rollout.
Remediation checklist
Add a clearer auth boundary around risky write actions.Add confirmation or dry-run semantics for risky actions.Production readiness is blocked by an active alert: Tool snapshot changed.Production readiness is blocked by an active alert: Auth mode changed.
Verdict traces
tool_snapshot_changed• high • Tool snapshot changedauth_mode_changed• high • Auth mode changed
Client verdict trace table
| Verdict | Status | Checks | Winning source | Conflicts |
|---|---|---|---|---|
openai_connectors |
Partially client-compatible | initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe | live_validation | none |
claude_desktop |
Client-compatible | initialize, tools_list, transport_compliance_probe | live_validation | none |
unsafe_for_write_actions |
Publishing blocked | action_safety_probe | live_validation | none |
snapshot_churn_risk |
Medium | tool_snapshot_probe, connector_replay_probe | history | none |
Publishability policy profiles
- 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
- 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
- remote_http_endpoint: Passes
- oauth_discovery: Degraded
- frozen_tool_snapshot_refresh: Passes
- request_association: Passes
- remote_transport: Passes
- tool_discovery: Passes
- auth_connect: Passes
- safe_write_review: Degraded
Recommended for
Evidence
Current trust snapshot
trustsnap_78cf504fc2915947Canonical machine links
Evidence confidence
Latest validation evidence
Failures
oauth_authorization_serverno authorization serveroauth_protected_resourceClient error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403openid_configurationno authorization serverserver_cardClient error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403transport_compliance_probeIssues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
Checks
| Check | Status | Latency | Evidence |
|---|---|---|---|
action_safety_probe |
OK | n/a | No high-risk write, destructive, or exec tools detected. |
advanced_capabilities_probe |
Missing | n/a | No advanced MCP capability signals detected. |
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 | 14.5 ms | Check completed |
initialize |
OK | 41.6 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 | 48.3 ms | Client error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403 |
official_registry_probe |
OK | n/a | Check completed |
openid_configuration |
Missing | n/a | no authorization server |
probe_noise_resilience |
OK | 50.8 ms | Fetched https://env.agentlookups.ai/robots.txt |
prompt_get |
Missing | n/a | not advertised |
prompts_list |
Missing | 14.0 ms | not supported |
protocol_version_probe |
Warning | n/a | Claims 2025-03-26; 2 release(s) behind 2025-11-25. |
provenance_divergence_probe |
Not_Assessed | n/a | Check completed |
request_association_probe |
Missing | n/a | No request-association capabilities were advertised. |
resource_read |
Missing | n/a | not advertised |
resources_list |
Missing | 14.2 ms | not supported |
schema_divergence_probe |
Missing | n/a | no server card tools |
server_card |
Error | 15.4 ms | Client error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403 |
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 | 12.5 ms | 2 tool(s) exposed |
transport_compliance_probe |
Error | 14.8 ms | Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200). |
utility_coverage_probe |
Missing | 13.8 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": [],
"reason": null,
"safeguard_count": 0,
"summary": {
"annotation_conflict_tools": 0,
"bulk_access_tools": 0,
"capability_distribution": {
"read": 1,
"undetermined": 1
},
"declared_non_read_only_tools": 0,
"destructive_tools": 0,
"egress_tools": 0,
"exec_tools": 0,
"has_mutating_capability": false,
"has_non_read_capability": false,
"high_risk_tools": 0,
"risk_distribution": {
"critical": 0,
"high": 0,
"low": 2,
"medium": 0
},
"secret_tools": 0,
"tool_count": 2
}
},
"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": false
},
"enabled": [],
"enabled_count": 0,
"initialize_capability_keys": [
"tools"
]
},
"latency_ms": null,
"status": "missing"
},
"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": 2,
"transport": "streamable-http"
},
"latency_ms": null,
"status": "warning"
},
"connector_replay_probe": {
"details": {
"added_tools": [],
"additive_output_changes": [],
"backward_compatible": true,
"output_breaks": [],
"removed_tools": [],
"required_arg_breaks": [],
"would_break_after_refresh": false
},
"latency_ms": null,
"status": "ok"
},
"determinism_probe": {
"details": {
"attempts": 2,
"baseline_signature": "66a5e52088a9aa6416c52909085a1723f2bbd3b78dc219beb390489ed7f3e204",
"errors": [],
"matches": 2,
"stable_ratio": 1.0,
"successful": 2
},
"latency_ms": 14.52,
"status": "ok"
},
"initialize": {
"details": {
"headers": {
"content-type": "application/json; charset=utf-8"
},
"http_status": 200,
"payload": {
"id": 1,
"jsonrpc": "2.0",
"result": {
"capabilities": {
"tools": {}
},
"instructions": "Federal environmental records near a US location: Superfund sites, toxic-release (TRI) facilities, enforcement-flagged facilities, and drinking-water systems with violations. Records carry dates, distances, and provenance. Please relay the honesty notes verbatim: no safety scores, absence of records is never a clean bill of health, and water-system matching is approximate.",
"protocolVersion": "2025-03-26",
"serverInfo": {
"name": "groundtruth",
"version": "0.1"
}
}
},
"url": "https://env.agentlookups.ai/mcp"
},
"latency_ms": 41.59,
"status": "ok"
},
"interactive_flow_probe": {
"details": {
"oauth_supported": false,
"prompt_available": false,
"risk_hits": [],
"safe_hits": []
},
"latency_ms": null,
"status": "missing"
},
"oauth_authorization_server": {
"details": {
"reason": "no_authorization_server"
},
"latency_ms": null,
"status": "missing"
},
"oauth_protected_resource": {
"details": {
"error": "Client error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
"url": "https://env.agentlookups.ai/.well-known/oauth-protected-resource"
},
"latency_ms": 48.28,
"status": "error"
},
"official_registry_probe": {
"details": {
"direct_match": true,
"official_peer_count": 1,
"registry_identifier": "ai.agentlookups/groundtruth",
"registry_source": "official_registry"
},
"latency_ms": null,
"status": "ok"
},
"openid_configuration": {
"details": {
"reason": "no_authorization_server"
},
"latency_ms": null,
"status": "missing"
},
"probe_noise_resilience": {
"details": {
"headers": {
"content-type": "text/plain"
},
"http_status": 200,
"url": "https://env.agentlookups.ai/robots.txt",
"validation_disallowed": false
},
"latency_ms": 50.84,
"status": "ok"
},
"prompt_get": {
"details": {
"reason": "not_advertised"
},
"latency_ms": null,
"status": "missing"
},
"prompts_list": {
"details": {
"headers": {
"content-type": "application/json; charset=utf-8"
},
"http_status": 200,
"payload": {
"error": {
"code": -32601,
"message": "method not found: prompts/list"
},
"id": 3,
"jsonrpc": "2.0"
},
"reason": "not_supported",
"url": "https://env.agentlookups.ai/mcp"
},
"latency_ms": 13.99,
"status": "missing"
},
"protocol_version_probe": {
"details": {
"claimed_version": "2025-03-26",
"lag_days": 244,
"latest_known_version": "2025-11-25",
"releases_behind": 2,
"validator_protocol_version": "2025-03-26"
},
"latency_ms": null,
"status": "warning"
},
"provenance_divergence_probe": {
"details": {
"comparable_field_count": 0,
"compared_fields": [
"title",
"version",
"homepage",
"repository"
],
"direct_official_match": true,
"drift_fields": [],
"metadata_document_count": 1,
"readable_sources": [
"registry"
],
"registry_homepage": null,
"registry_repository": null,
"registry_title": null,
"registry_version": null,
"server_card_homepage": null,
"server_card_repository": null,
"server_card_title": null,
"server_card_version": null
},
"latency_ms": null,
"status": "not_assessed"
},
"request_association_probe": {
"details": {
"reason": "no_request_association_capabilities_advertised"
},
"latency_ms": null,
"status": "missing"
},
"resource_read": {
"details": {
"reason": "not_advertised"
},
"latency_ms": null,
"status": "missing"
},
"resources_list": {
"details": {
"headers": {
"content-type": "application/json; charset=utf-8"
},
"http_status": 200,
"payload": {
"error": {
"code": -32601,
"message": "method not found: resources/list"
},
"id": 5,
"jsonrpc": "2.0"
},
"reason": "not_supported",
"url": "https://env.agentlookups.ai/mcp"
},
"latency_ms": 14.24,
"status": "missing"
},
"schema_divergence_probe": {
"details": {
"card_server_name": null,
"compared_dimensions": [
"server_name",
"server_version",
"declared_vs_observed_auth",
"tool_membership",
"parameter_names",
"required_parameters",
"parameter_types",
"output_schema_presence"
],
"compared_tool_count": 0,
"live_server_name": "groundtruth",
"reason": "no_server_card_tools",
"server_name_mismatch": false
},
"latency_ms": null,
"status": "missing"
},
"server_card": {
"details": {
"error": "Client error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
"url": "https://env.agentlookups.ai/.well-known/mcp/server-card.json"
},
"latency_ms": 15.44,
"status": "error"
},
"session_resume_probe": {
"details": {
"protocol_version": "2025-03-26",
"reason": "no_session_id",
"resume_expected": true,
"transport": "streamable-http"
},
"latency_ms": null,
"status": "warning"
},
"step_up_auth_probe": {
"details": {
"auth_required_checks": [],
"broad_scopes": [],
"challenge_headers": [],
"minimal_scope_documented": false,
"oauth_present": false,
"scope_specificity_ratio": 0.0,
"step_up_signals": [],
"supported_scopes": []
},
"latency_ms": null,
"status": "missing"
},
"tool_snapshot_probe": {
"details": {
"added": [],
"changed_outputs": [],
"current_tool_count": 2,
"previous_tool_count": 2,
"removed": [],
"similarity": 1.0
},
"latency_ms": null,
"status": "ok"
},
"tools_list": {
"details": {
"headers": {
"content-type": "application/json; charset=utf-8"
},
"http_status": 200,
"payload": {
"id": 2,
"jsonrpc": "2.0",
"result": {
"tools": [
{
"description": "Federal environmental records within a radius of a US location: Superfund/NPL sites, TRI toxic-release facilities, and facilities currently flagged for significant noncompliance. Pass EITHER a street address (geocoded via the US Census geocoder) OR lat/lon coordinates.",
"inputSchema": {
"properties": {
"address": {
"description": "US street address incl. city/state (alternative to lat/lon)",
"type": "string"
},
"lat": {
"description": "Latitude (US)",
"type": "number"
},
"lon": {
"description": "Longitude (US, negative)",
"type": "number"
},
"radius_km": {
"description": "Search radius in km (default 10, max 50)",
"type": "number"
}
},
"type": "object"
},
"name": "environment_near"
},
{
"description": "Public water systems serving a US state + county and/or city, with health-based SDWA violation summaries. Matching is approximate (service boundaries are not public); the user's water bill names their actual utility.",
"inputSchema": {
"properties": {
"city": {
"description": "City served (optional)",
"type": "string"
},
"county": {
"description": "County name (optional)",
"type": "string"
},
"state": {
"description": "Two-letter state code, e.g. MD",
"type": "string"
}
},
"required": [
"state"
],
"type": "object"
},
"name": "drinking_water"
}
]
}
},
"url": "https://env.agentlookups.ai/mcp"
},
"latency_ms": 12.49,
"status": "ok"
},
"transport_compliance_probe": {
"details": {
"bad_protocol_error": null,
"bad_protocol_headers": {
"content-type": "application/json; charset=utf-8"
},
"bad_protocol_payload": {
"id": 410,
"jsonrpc": "2.0",
"result": {
"tools": [
{
"description": "Federal environmental records within a radius of a US location: Superfund/NPL sites, TRI toxic-release facilities, and facilities currently flagged for significant noncompliance. Pass EITHER a street address (geocoded via the US Census geocoder) OR lat/lon coordinates.",
"inputSchema": {
"properties": {
"address": {
"description": "US street address incl. city/state (alternative to lat/lon)",
"type": "string"
},
"lat": {
"description": "Latitude (US)",
"type": "number"
},
"lon": {
"description": "Longitude (US, negative)",
"type": "number"
},
"radius_km": {
"description": "Search radius in km (default 10, max 50)",
"type": "number"
}
},
"type": "object"
},
"name": "environment_near"
},
{
"description": "Public water systems serving a US state + county and/or city, with health-based SDWA violation summaries. Matching is approximate (service boundaries are not public); the user's water bill names their actual utility.",
"inputSchema": {
"properties": {
"city": {
"description": "City served (optional)",
"type": "string"
},
"county": {
"description": "County name (optional)",
"type": "string"
},
"state": {
"description": "Two-letter state code, e.g. MD",
"type": "string"
}
},
"required": [
"state"
],
"type": "object"
},
"name": "drinking_water"
}
]
}
},
"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": "streamable-http"
},
"latency_ms": 14.76,
"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": 13.85,
"status": "missing"
}
},
"failures": {
"oauth_authorization_server": {
"reason": "no_authorization_server"
},
"oauth_protected_resource": {
"error": "Client error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
"url": "https://env.agentlookups.ai/.well-known/oauth-protected-resource"
},
"openid_configuration": {
"reason": "no_authorization_server"
},
"server_card": {
"error": "Client error '403 Forbidden' for url 'https://env.agentlookups.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/403",
"url": "https://env.agentlookups.ai/.well-known/mcp/server-card.json"
},
"transport_compliance_probe": {
"bad_protocol_error": null,
"bad_protocol_headers": {
"content-type": "application/json; charset=utf-8"
},
"bad_protocol_payload": {
"id": 410,
"jsonrpc": "2.0",
"result": {
"tools": [
{
"description": "Federal environmental records within a radius of a US location: Superfund/NPL sites, TRI toxic-release facilities, and facilities currently flagged for significant noncompliance. Pass EITHER a street address (geocoded via the US Census geocoder) OR lat/lon coordinates.",
"inputSchema": {
"properties": {
"address": {
"description": "US street address incl. city/state (alternative to lat/lon)",
"type": "string"
},
"lat": {
"description": "Latitude (US)",
"type": "number"
},
"lon": {
"description": "Longitude (US, negative)",
"type": "number"
},
"radius_km": {
"description": "Search radius in km (default 10, max 50)",
"type": "number"
}
},
"type": "object"
},
"name": "environment_near"
},
{
"description": "Public water systems serving a US state + county and/or city, with health-based SDWA violation summaries. Matching is approximate (service boundaries are not public); the user's water bill names their actual utility.",
"inputSchema": {
"properties": {
"city": {
"description": "City served (optional)",
"type": "string"
},
"county": {
"description": "County name (optional)",
"type": "string"
},
"state": {
"description": "Two-letter state code, e.g. MD",
"type": "string"
}
},
"required": [
"state"
],
"type": "object"
},
"name": "drinking_water"
}
]
}
},
"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": "streamable-http"
}
},
"remote_url": "https://env.agentlookups.ai/mcp",
"server_card_payload": null,
"server_identifier": "ai.agentlookups/groundtruth"
}
Known versions
1.0.0
Validation history
| Timestamp | Status | Score | Latency | Tools |
|---|---|---|---|---|
| Aug 08, 2026 06:46:13 AM UTC | Healthy | 58.3 | 263.6 ms | 2 |
| Aug 07, 2026 06:35:02 PM UTC | Healthy | 35.0 | 307.5 ms | 0 |
| Aug 07, 2026 06:16:01 AM UTC | Healthy | 35.0 | 289.5 ms | 0 |
| Aug 06, 2026 06:09:54 PM UTC | Healthy | 35.0 | 293.1 ms | 0 |
| Aug 06, 2026 03:57:03 AM UTC | Healthy | 38.7 | 272.7 ms | 0 |
| Aug 05, 2026 07:37:44 PM UTC | Healthy | 43.3 | 286.9 ms | 0 |
| Aug 05, 2026 12:26:38 AM UTC | Healthy | 41.4 | 267.8 ms | 0 |
Validation timeline
| Validated | Summary | Score | Protocol | Auth mode | Tools | High-risk tools | Changes |
|---|---|---|---|---|---|---|---|
| Aug 08, 2026 06:46:13 AM UTC | Healthy | 58.3 | 2025-03-26 | public | 2 | 0 | auth_mode_changed tool_snapshot_changed |
| Aug 07, 2026 06:35:02 PM UTC | Healthy | 35.0 | unknown | unknown | 0 | 0 | none |
| Aug 07, 2026 06:16:01 AM UTC | Healthy | 35.0 | unknown | unknown | 0 | 0 | none |
| Aug 06, 2026 06:09:54 PM UTC | Healthy | 35.0 | unknown | unknown | 0 | 0 | none |
| Aug 06, 2026 03:57:03 AM UTC | Healthy | 38.7 | unknown | unknown | 0 | 0 | none |
| Aug 05, 2026 07:37:44 PM UTC | Healthy | 43.3 | unknown | unknown | 0 | 0 | none |
| Aug 05, 2026 12:26:38 AM UTC | Healthy | 41.4 | unknown | unknown | 0 | 0 | none |
Recent validation runs
| Started | Status | Summary | Latency | Checks |
|---|---|---|---|---|
| Aug 08, 2026 06:46:12 AM UTC | Completed | Healthy | 263.6 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 07, 2026 06:35:02 PM UTC | Completed | Healthy | 307.5 ms | |
| Aug 07, 2026 06:16:00 AM UTC | Completed | Healthy | 289.5 ms | |
| Aug 06, 2026 06:09:53 PM UTC | Completed | Healthy | 293.1 ms | |
| Aug 06, 2026 03:57:03 AM UTC | Completed | Healthy | 272.7 ms | |
| Aug 05, 2026 07:37:43 PM UTC | Completed | Healthy | 286.9 ms | |
| Aug 05, 2026 12:26:38 AM UTC | Completed | Healthy | 267.8 ms | |
Public server reputation
Incident & change feed
| Timestamp | Event | Details |
|---|---|---|
| Aug 08, 2026 06:46:13 AM UTC | Latest validation: healthy | Score 58.3 with status healthy. |
| Aug 08, 2026 06:46:13 AM UTC | Score changed | Score delta +23.3 versus the previous run. |
| Aug 08, 2026 06:46:13 AM UTC | Tool snapshot changed | Added 2, removed 0, and changed 0 tool contracts. |
| Aug 08, 2026 06:46:13 AM UTC | Auth mode changed | Auth mode moved from unknown to public. |
| Aug 05, 2026 11:00:24 AM UTC | Score corrected (post-1.0.503 remediation, R1 zero-anchoring) | Prior: 68.95. Corrected: 67.73. |
Capabilities
- OAuth:
- DCR/CIMD:
- Prompts:
- Homepage: none
- Docs: none
- Support: none
- Icon: none
- Remote endpoint: https://env.agentlookups.ai/mcp
- Server card: none
Benchmark tasks
| Benchmark task | Status | Evidence |
|---|---|---|
| Discover tools | Passes |
|
| Read-only fetch flow | Degraded |
|
| OAuth-required connect | Degraded |
|
| Safe write flow with confirmation | Likely to fail |
|
Utility coverage
Transport compliance drilldown
Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected
Request association
Connector replay
Required-argument replay breaks
| Tool | Added required args | Removed required args |
|---|---|---|
| No required-argument replay breaks detected. | ||
Output-schema replay breaks
| Tool | Removed properties | Added properties |
|---|---|---|
| No output-schema replay breaks detected. | ||
Tool snapshot diff & changelog
Required-argument changes
| Tool | Added required args | Removed required args |
|---|---|---|
| No required-argument changes detected. | ||
Output-schema drift
| Tool | Previous properties | Latest properties |
|---|---|---|
| No output-schema drift detected. | ||
Validation diff
Regressed checks: oauth_protected_resource, provenance_divergence_probe, server_card, transport_compliance_probe
Improved checks: action_safety_probe, connector_replay_probe, determinism_probe, initialize, official_registry_probe, probe_noise_resilience, tool_snapshot_probe, tools_list
Newly assessed dimensions: none
No longer assessed dimensions: none
| Component | Previous | Latest | Delta |
|---|---|---|---|
| No component deltas between the latest two runs. | |||
Registry & provenance divergence
| Field | Registry | Live server card |
|---|---|---|
| Title | n/a | n/a |
| Version | n/a | n/a |
| Homepage | n/a | n/a |
Active alerts
- Tool snapshot changed (high)
Tools were added, removed, or materially changed between the latest two validations. - Auth mode changed (high)
Auth mode changed from unknown to public.
Aliases & registry graph
| Identifier | Source | Canonical | Score |
|---|---|---|---|
ai.agentlookups/groundtruth |
official_registry | yes | 58.3 |
Alias consolidation
Source disagreements
| Field | What differs | Observed values |
|---|---|---|
| No source disagreements detected. | ||
Fix it
Why this score?
Algorithmic score breakdown
Actionable remediation
| Severity | Remediation | Why it matters | Recommended action |
|---|---|---|---|
| High | Align session and protocol behavior with Streamable HTTP expectations | Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics. | Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.Playbook
|
| 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
|
| 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
|
| 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
|
| High | Respond to auth mode changed | Auth mode changed from unknown to public. | Document the new auth posture and confirm protected-resource and challenge metadata still match reality. |
| High | Respond to tool snapshot changed | Tools were added, removed, or materially changed between the latest two validations. | Publish a first-class changelog for tool additions, removals, and breaking schema changes.Playbook
|
| Medium | Adopt a current MCP protocol revision | Older protocol revisions reduce compatibility with newer clients and registry programs. | Advertise a current MCP protocol revision (2025-06-18 or later) in both the initialize response and the MCP-Protocol-Version header.Playbook
|
| Medium | Close connector-publishing gaps | Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability. | |
| Medium | Document minimal scopes and return cleaner auth challenges | Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints. | Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront.Playbook
|
| 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
|
| Medium | Support resumable HTTP sessions cleanly | Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports. | Persist session state keyed by Mcp-Session-Id and honor Last-Event-ID on GET reconnects so clients can resume a dropped Streamable HTTP session.Playbook
|
| 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
|
| Low | Publish newer MCP capability signals | Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking. | Advertise only the advanced capabilities (roots, sampling, elicitation) you have actually implemented end to end in the initialize capabilities object.Playbook
|
Point loss breakdown
| Component | Current | Points missing |
|---|---|---|
| Utility Coverage | 0/4 | -4.0 |
| Transport Compliance | 0/4 | -4.0 |
| Step Up Auth | 0/4 | -4.0 |
| Resource Contract | 0/4 | -4.0 |
| Request Association | 0/4 | -4.0 |
| Recovery Semantics | 0/4 | -4.0 |
| Prompt Contract | 0/4 | -4.0 |
| OAUTH Interop | 0/4 | -4.0 |
| Interactive Flow Safety | 0/4 | -4.0 |
| Advanced Capability Coverage | 0/4 | -4.0 |
| Security Hygiene | 1/4 | -3.0 |
| Error Contract | 1/4 | -3.0 |
Compatibility profiles
Connector URL: https://env.agentlookups.ai/mcp # No OAuth metadata detected. # Server: ai.agentlookups/groundtruth
{
"mcpServers": {
"groundtruth": {
"command": "npx",
"args": ["mcp-remote", "https://env.agentlookups.ai/mcp"]
}
}
}
smithery mcp add "https://env.agentlookups.ai/mcp"
curl -sS https://env.agentlookups.ai/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'
Governance
MCP TrustOps
TrustOps turns this report into operational controls: freshness SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.
/v1/decideAlert subscription types
MCP Runtime hosting
Verify Hosted MCP turns a trusted server report into a managed remote MCP endpoint with GitHub deployment provenance, sandbox policy, encrypted secrets, release history, rollback, and audit/usage events.
/hosted/{namespace}/{name}/mcp| Deployment | Status | Endpoint | Release |
|---|---|---|---|
| No hosted runtime deployments yet. | |||
Authenticated validation sessions
Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.
/v1/verify/v1/ci/previewInstall snippets
Connector URL: https://env.agentlookups.ai/mcp # No OAuth metadata detected. # Server: ai.agentlookups/groundtruth
{
"mcpServers": {
"groundtruth": {
"command": "npx",
"args": ["mcp-remote", "https://env.agentlookups.ai/mcp"]
}
}
}
smithery mcp add "https://env.agentlookups.ai/mcp"
curl -sS https://env.agentlookups.ai/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'
Agent access & tool surface
tools/list, prompts/list, and resources/list checks.ai.agentlookups/groundtruth.