Changes

Every meaningful transition observed across the public inventory — baselines, outages, recoveries, protocol shifts, and contract drift.

152 endpoints under observation · 1,489 events recorded · collecting since Aug 6, 2026

All eventsOutagesRecoveriesContractBreaking onlyProtocolPerformanceBaselines
100 events, most recent first · showing the most recent 100
Server version changed Informational Bowmark MCP Nov 1, 2026 — 8:15 PM
Server reports version 8.204.0 (was 8.203.3).
Verifiedinitialize returned serverInfo.version 8.204.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (3) Non-breaking Bowmark MCP Nov 1, 2026 — 8:15 PM
3 non-breaking changes. Optional parameter cancel was added at jig_call.inputSchema.
VerifiedOptional parameter cancel was added at jig_call.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 28,
  "afterRev": 29,
  "changeCount": 3
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Autonomad Travel MCP Nov 1, 2026 — 3:50 PM
Server reports version 1.6.4 (was 1.6.3).
Verifiedinitialize returned serverInfo.version 1.6.4.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Nov 1, 2026 — 3:15 PM
Three consecutive observations exceeded 1,000 ms (latest: 1478 ms).
VerifiedObserved initialization latency: 1478 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (3) Non-breaking Bowmark MCP Nov 1, 2026 — 2:00 PM
1 non-breaking change. Optional parameter edits was added at jig_update.inputSchema.
VerifiedOptional parameter edits was added at jig_update.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 27,
  "afterRev": 28,
  "changeCount": 3
}
View full diff Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Autonomad Travel MCP Nov 1, 2026 — 1:45 PM
5 description/metadata changes; the functional contract is unchanged (hash sha256:fc452b82f115a79c…).
VerifiedDescriptions or metadata for create_booking_intent changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.create_booking_intent description changed Informational Descriptions or metadata for create_booking_intent changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_activities description changed Informational Descriptions or metadata for search_activities changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_events description changed Informational Descriptions or metadata for search_events changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_flights description changed Informational Descriptions or metadata for search_flights changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_hotels description changed Informational Descriptions or metadata for search_hotels changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (5) Non-breaking Bowmark MCP Nov 1, 2026 — 9:50 AM
3 non-breaking changes. New tool jig_cache was added.
VerifiedNew tool jig_cache was added.
InterpretationExisting clients are unaffected.
Raw event details
{
  "beforeRev": 26,
  "afterRev": 27,
  "changeCount": 5
}
View full diff Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Nov 1, 2026 — 6:55 AM
Latest observation: 372 ms.
VerifiedObserved initialization latency: 372 ms.
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational AirShelf Catalog MCP Nov 1, 2026 — 6:10 AM
5 description/metadata changes; the functional contract is unchanged (hash sha256:ffe8f17ad52cf4eb…).
VerifiedDescriptions or metadata for compare_products changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.compare_products description changed Informational Descriptions or metadata for compare_products changed.
No structural change. Wording changes can still influence model tool selection.
tools.find_products description changed Informational Descriptions or metadata for find_products changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_product description changed Informational Descriptions or metadata for get_product changed.
No structural change. Wording changes can still influence model tool selection.
tools.list_merchants description changed Informational Descriptions or metadata for list_merchants changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_catalog description changed Informational Descriptions or metadata for search_catalog changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Nov 1, 2026 — 5:40 AM
Server reports version 8.203.3 (was 8.203.2).
Verifiedinitialize returned serverInfo.version 8.203.3.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Nov 1, 2026 — 1:30 AM
Server reports version 8.203.2 (was 8.203.1).
Verifiedinitialize returned serverInfo.version 8.203.2.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Breaking contract changes (7) Breaking Bowmark MCP Nov 1, 2026 — 1:30 AM
3 breaking, 1 potentially breaking, 2 non-breaking changes. Parameter egress was removed from run.inputSchema.
VerifiedParameter egress was removed from run.inputSchema.
InterpretationExisting calls that send egress may be rejected or silently ignored, depending on the server.
Raw event details
{
  "beforeRev": 25,
  "afterRev": 26,
  "changeCount": 7
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 31, 2026 — 9:20 PM
Server reports version 8.203.1 (was 8.203.0).
Verifiedinitialize returned serverInfo.version 8.203.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (9) Non-breaking Firecrawl MCP Oct 31, 2026 — 9:20 PM
6 non-breaking changes. Optional parameter conversationId was added at firecrawl_parse.inputSchema.
VerifiedOptional parameter conversationId was added at firecrawl_parse.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 18,
  "afterRev": 19,
  "changeCount": 9
}
View full diff Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 31, 2026 — 8:30 PM
Three consecutive observations exceeded 1,000 ms (latest: 1113 ms).
VerifiedObserved initialization latency: 1113 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 31, 2026 — 7:15 PM
Server reports version 8.203.0 (was 8.202.0).
Verifiedinitialize returned serverInfo.version 8.203.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational GroundTruth Environmental Records MCP Oct 31, 2026 — 5:10 PM
1 description/metadata change; the functional contract is unchanged (hash sha256:b4893eb1fc748ba6…).
VerifiedDescriptions or metadata for broadband_availability changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.broadband_availability description changed Informational Descriptions or metadata for broadband_availability changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 31, 2026 — 2:15 PM
Latest observation: 352 ms.
VerifiedObserved initialization latency: 352 ms.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 31, 2026 — 12:10 PM
Three consecutive observations exceeded 1,000 ms (latest: 1255 ms).
VerifiedObserved initialization latency: 1255 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bareun Korean NLP MCP Oct 31, 2026 — 11:10 AM
Server reports version v3.3.0-834-gd1d020fccf (was v3.3.0-730-gbbf74c2d85).
Verifiedinitialize returned serverInfo.version v3.3.0-834-gd1d020fccf.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (4) Non-breaking Bareun Korean NLP MCP Oct 31, 2026 — 11:10 AM
3 non-breaking changes. Optional parameter disable_bias_check was added at correct_grammar.inputSchema.
VerifiedOptional parameter disable_bias_check was added at correct_grammar.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 1,
  "afterRev": 2,
  "changeCount": 4
}
View full diff Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Bowmark MCP Oct 31, 2026 — 10:55 AM
1 description/metadata change; the functional contract is unchanged (hash sha256:058d94429c876a37…).
VerifiedDescriptions or metadata for jig_open changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.jig_open description changed Informational Descriptions or metadata for jig_open changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 31, 2026 — 8:50 AM
Server reports version 8.202.0 (was 8.201.1).
Verifiedinitialize returned serverInfo.version 8.202.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Recovery Arclan MCP Registry Oct 31, 2026 — 7:00 AM
Endpoint returned to service after 250 minutes.
VerifiedA successful observation followed a confirmed outage (result: reachable).
Observed by MCP Tools Edge Scanner 4 h 10 m
Outage Arclan MCP Registry Oct 31, 2026 — 4:55 AM
HTTP 500 with content-type text/html; charset=iso-8859-1 — this does not look like an MCP endpoint.
VerifiedTwo consecutive observations failed (latest: not_mcp, HTTP 500).
InterpretationClients depending on this endpoint may currently be unable to connect.
Raw event details
{
  "result": "not_mcp",
  "error": "HTTP 500 with content-type text/html; charset=iso-8859-1 — this does not look like an MCP endpoint."
}
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 31, 2026 — 3:50 AM
Latest observation: 332 ms.
VerifiedObserved initialization latency: 332 ms.
Observed by MCP Tools Edge Scanner
Recovery Arclan MCP Registry Oct 31, 2026 — 12:45 AM
Endpoint returned to service after 250 minutes.
VerifiedA successful observation followed a confirmed outage (result: reachable).
Observed by MCP Tools Edge Scanner 4 h 10 m
Outage Arclan MCP Registry Oct 30, 2026 — 10:40 PM
HTTP 500 with content-type text/html; charset=iso-8859-1 — this does not look like an MCP endpoint.
VerifiedTwo consecutive observations failed (latest: not_mcp, HTTP 500).
InterpretationClients depending on this endpoint may currently be unable to connect.
Raw event details
{
  "result": "not_mcp",
  "error": "HTTP 500 with content-type text/html; charset=iso-8859-1 — this does not look like an MCP endpoint."
}
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (3) Non-breaking Bowmark MCP Oct 30, 2026 — 10:25 PM
2 non-breaking changes. Optional parameter egress was added at run.inputSchema.
VerifiedOptional parameter egress was added at run.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 24,
  "afterRev": 25,
  "changeCount": 3
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 30, 2026 — 8:20 PM
Server reports version 8.201.1 (was 8.201.0).
Verifiedinitialize returned serverInfo.version 8.201.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Authentication is now required Breaking Affiliate Networks MCP Oct 30, 2026 — 7:35 PM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer resource_metadata=\"https://mcp.agenticaffiliate.ai/.well-known/oauth-protected-resource\"",
  "discovery": {
    "resource": "https://mcp.agenticaffiliate.ai",
    "authorization_servers": [
      "https://hosted.agenticaffiliate.ai"
    ],
    "scopes_supported": [
      "mcp"
    ]
  }
}
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (2) Non-breaking Analytics Legends SAP Analytics MCP Oct 30, 2026 — 4:25 PM
2 non-breaking changes. Output field daily_rate_max_usd was added at get_day_rate_benchmark.outputSchema.rows[].
VerifiedOutput field daily_rate_max_usd was added at get_day_rate_benchmark.outputSchema.rows[].
InterpretationAdditional fields are typically ignored by existing consumers.
Raw event details
{
  "beforeRev": 26,
  "afterRev": 27,
  "changeCount": 2
}
View full diff Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 30, 2026 — 3:20 PM
Three consecutive observations exceeded 1,000 ms (latest: 1287 ms).
VerifiedObserved initialization latency: 1287 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 30, 2026 — 2:05 PM
Server reports version 8.201.0 (was 8.200.1).
Verifiedinitialize returned serverInfo.version 8.201.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 30, 2026 — 9:05 AM
Latest observation: 328 ms.
VerifiedObserved initialization latency: 328 ms.
Observed by MCP Tools Edge Scanner
Server version changed Informational Analytics Legends SAP Analytics MCP Oct 30, 2026 — 6:00 AM
Server reports version 1.1.1 (was 1.1.0).
Verifiedinitialize returned serverInfo.version 1.1.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (2) Non-breaking Analytics Legends SAP Analytics MCP Oct 30, 2026 — 6:00 AM
1 non-breaking change. Optional parameter lang was added at get_academy_module.inputSchema.
VerifiedOptional parameter lang was added at get_academy_module.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 25,
  "afterRev": 26,
  "changeCount": 2
}
View full diff Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Bowmark MCP Oct 30, 2026 — 1:35 AM
12 description/metadata changes; the functional contract is unchanged (hash sha256:d8900dbc98366968…).
VerifiedDescriptions or metadata for add_connection changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.add_connection description changed Informational Descriptions or metadata for add_connection changed.
No structural change. Wording changes can still influence model tool selection.
tools.delete_connection description changed Informational Descriptions or metadata for delete_connection changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_library description changed Informational Descriptions or metadata for get_library changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_secret_link description changed Informational Descriptions or metadata for get_secret_link changed.
No structural change. Wording changes can still influence model tool selection.
tools.lease_ip description changed Informational Descriptions or metadata for lease_ip changed.
No structural change. Wording changes can still influence model tool selection.
tools.list_connections description changed Informational Descriptions or metadata for list_connections changed.
No structural change. Wording changes can still influence model tool selection.
tools.list_secrets description changed Informational Descriptions or metadata for list_secrets changed.
No structural change. Wording changes can still influence model tool selection.
tools.logout_connection description changed Informational Descriptions or metadata for logout_connection changed.
No structural change. Wording changes can still influence model tool selection.
tools.report description changed Informational Descriptions or metadata for report changed.
No structural change. Wording changes can still influence model tool selection.
tools.request_secret description changed Informational Descriptions or metadata for request_secret changed.
No structural change. Wording changes can still influence model tool selection.
tools.run description changed Informational Descriptions or metadata for run changed.
No structural change. Wording changes can still influence model tool selection.
tools.run_view description changed Informational Descriptions or metadata for run_view changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 29, 2026 — 11:30 PM
Server reports version 8.200.1 (was 8.200.0).
Verifiedinitialize returned serverInfo.version 8.200.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Authentication is now required Breaking Ramp MCP Oct 29, 2026 — 9:35 PM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer resource_metadata=\"https://mcp.ramp.com/.well-known/oauth-protected-resource/mcp\"",
  "discovery": {
    "resource": "https://mcp.ramp.com",
    "authorization_servers": [
      "https://mcp.ramp.com"
    ],
    "scopes_supported": [
      "accounting:write",
      "cards:write",
      "funds:write",
      "transactions:read",
      "bills:write",
      "reimbursements:write",
      "approvals:write",
      "transactions:write",
      "receipts:write",
      "sourcing:write",
      "trips:read",
      "departments:write",
      "vendors:write",
      "trips:write",
      "spend_requests:write",
      "departments:read",
      "reimbursements:read",
      "accounting:read",
      "budgets:read",
      "x402:write",
      "treasury:read",
      "cards:read_agentic",
      "ai_spend:read",
      "tasks:read",
      "business:read",
      "bills:read",
      "statements:read",
      "limits:read",
      "users:read",
      "workflows:read",
      "purchase_orders:read",
      "receipts:read",
      "unified_requests:read",
      "sourcing:read",
      "memos:read",
      "vendors:read",
      "limits:write",
      "entities:read",
      "cards:read",
      "merchants:read",
      "comments:write",
      "spend_requests:read",
      "x402_provisioning:write",
      "purchase_orders:write",
      "reporting:read",
      "agent_wallet_policy:read",
      "agent_wallet_policy:write",
      "ask_ramp",
      "audit_logs:read",
      "bank_accounts:read",
      "bank_accounts:write",
      "banking_drawdown_requests:write",
      "agent_account_numbers:read"
    ]
  }
}
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 29, 2026 — 7:20 PM
Server reports version 8.200.0 (was 8.199.2).
Verifiedinitialize returned serverInfo.version 8.200.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 29, 2026 — 4:25 PM
Three consecutive observations exceeded 1,000 ms (latest: 1496 ms).
VerifiedObserved initialization latency: 1496 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Authentication is now required Breaking Affiliate Networks MCP Oct 29, 2026 — 2:25 PM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer resource_metadata=\"https://mcp.agenticaffiliate.ai/.well-known/oauth-protected-resource\"",
  "discovery": {
    "resource": "https://mcp.agenticaffiliate.ai",
    "authorization_servers": [
      "https://hosted.agenticaffiliate.ai"
    ],
    "scopes_supported": [
      "mcp"
    ]
  }
}
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 29, 2026 — 1:10 PM
Server reports version 8.199.2 (was 8.199.1).
Verifiedinitialize returned serverInfo.version 8.199.2.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 29, 2026 — 5:00 AM
Server reports version 8.199.1 (was 8.199.0).
Verifiedinitialize returned serverInfo.version 8.199.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bareun Korean NLP MCP Oct 29, 2026 — 3:10 AM
Server reports version v3.3.0-730-gbbf74c2d85 (was v3.3.0-545-g6743477c7c).
Verifiedinitialize returned serverInfo.version v3.3.0-730-gbbf74c2d85.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 29, 2026 — 1:00 AM
Server reports version 8.199.0 (was 8.198.1).
Verifiedinitialize returned serverInfo.version 8.199.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 28, 2026 — 9:45 PM
Latest observation: 151 ms.
VerifiedObserved initialization latency: 151 ms.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 28, 2026 — 8:50 PM
Server reports version 8.198.1 (was 8.197.1).
Verifiedinitialize returned serverInfo.version 8.198.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 28, 2026 — 7:40 PM
Three consecutive observations exceeded 1,000 ms (latest: 1271 ms).
VerifiedObserved initialization latency: 1271 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Breaking contract changes (13) Breaking Bezal Local Commerce MCP Oct 28, 2026 — 4:15 PM
4 breaking changes. Tool get_provider_details was removed.
VerifiedTool get_provider_details was removed.
InterpretationClients that call get_provider_details will receive errors and may require an update.
Raw event details
{
  "beforeRev": 2,
  "afterRev": 3,
  "changeCount": 13
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 28, 2026 — 12:40 PM
Server reports version 8.197.1 (was 8.197.0).
Verifiedinitialize returned serverInfo.version 8.197.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (4) Non-breaking Bowmark MCP Oct 28, 2026 — 10:35 AM
3 non-breaking changes. New tool jig_look was added.
VerifiedNew tool jig_look was added.
InterpretationExisting clients are unaffected.
Raw event details
{
  "beforeRev": 23,
  "afterRev": 24,
  "changeCount": 4
}
View full diff Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 28, 2026 — 9:20 AM
Latest observation: 241 ms.
VerifiedObserved initialization latency: 241 ms.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 28, 2026 — 8:30 AM
Server reports version 8.197.0 (was 8.196.1).
Verifiedinitialize returned serverInfo.version 8.197.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (7) Non-breaking Bowmark MCP Oct 28, 2026 — 8:30 AM
7 non-breaking changes. New tool jig_call was added.
VerifiedNew tool jig_call was added.
InterpretationExisting clients are unaffected.
Raw event details
{
  "beforeRev": 22,
  "afterRev": 23,
  "changeCount": 7
}
View full diff Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 28, 2026 — 7:15 AM
Three consecutive observations exceeded 1,000 ms (latest: 1494 ms).
VerifiedObserved initialization latency: 1494 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Autonomad Travel MCP Oct 28, 2026 — 4:05 AM
Server reports version 1.6.3 (was 1.6.2).
Verifiedinitialize returned serverInfo.version 1.6.3.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 28, 2026 — 1:00 AM
Latest observation: 227 ms.
VerifiedObserved initialization latency: 227 ms.
Observed by MCP Tools Edge Scanner
Server version changed Informational Firecrawl MCP Oct 28, 2026 — 12:15 AM
Server reports version 3.36.0 (was 3.35.0).
Verifiedinitialize returned serverInfo.version 3.36.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (4) Non-breaking Firecrawl MCP Oct 28, 2026 — 12:15 AM
3 non-breaking changes. additionalProperties at firecrawl_parse.inputSchema.jsonOptions.schema changed from false to {}.
VerifiedadditionalProperties at firecrawl_parse.inputSchema.jsonOptions.schema changed from false to {}.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 17,
  "afterRev": 18,
  "changeCount": 4
}
View full diff Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Autonomad Travel MCP Oct 27, 2026 — 7:50 PM
10 description/metadata changes; the functional contract is unchanged (hash sha256:fc452b82f115a79c…).
VerifiedDescriptions or metadata for cancel_booking changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.cancel_booking description changed Informational Descriptions or metadata for cancel_booking changed.
No structural change. Wording changes can still influence model tool selection.
tools.create_booking_intent description changed Informational Descriptions or metadata for create_booking_intent changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_updates description changed Informational Descriptions or metadata for get_updates changed.
No structural change. Wording changes can still influence model tool selection.
tools.message_autonomad description changed Informational Descriptions or metadata for message_autonomad changed.
No structural change. Wording changes can still influence model tool selection.
tools.preview_booking_change description changed Informational Descriptions or metadata for preview_booking_change changed.
No structural change. Wording changes can still influence model tool selection.
tools.quote_route_hotel description changed Informational Descriptions or metadata for quote_route_hotel changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_dining description changed Informational Descriptions or metadata for search_dining changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_events description changed Informational Descriptions or metadata for search_events changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_flights description changed Informational Descriptions or metadata for search_flights changed.
No structural change. Wording changes can still influence model tool selection.
tools.search_hotels description changed Informational Descriptions or metadata for search_hotels changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Analytics Legends SAP Analytics MCP Oct 27, 2026 — 6:00 PM
9 description/metadata changes; the functional contract is unchanged (hash sha256:c55f4c77562502d3…).
VerifiedDescriptions or metadata for find_academy_modules changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.find_academy_modules description changed Informational Descriptions or metadata for find_academy_modules changed.
No structural change. Wording changes can still influence model tool selection.
tools.find_partner_candidates description changed Informational Descriptions or metadata for find_partner_candidates changed.
No structural change. Wording changes can still influence model tool selection.
tools.find_sap_clients description changed Informational Descriptions or metadata for find_sap_clients changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_academy_module description changed Informational Descriptions or metadata for get_academy_module changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_concept_card description changed Informational Descriptions or metadata for get_concept_card changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_expansion_brief description changed Informational Descriptions or metadata for get_expansion_brief changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_firm_intel description changed Informational Descriptions or metadata for get_firm_intel changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_sap_client_profile description changed Informational Descriptions or metadata for get_sap_client_profile changed.
No structural change. Wording changes can still influence model tool selection.
tools.get_study description changed Informational Descriptions or metadata for get_study changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Authentication is now required Breaking Box MCP Oct 27, 2026 — 10:55 AM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer realm=\"Service\", error=\"invalid_request\", error_description=\"The access token was not found.\", resource_metadata=\"https://mcp.box.com/.well-known/oauth-protected-resource\"",
  "discovery": {
    "resource": "https://mcp.box.com/",
    "authorization_servers": [
      "https://api.box.com/"
    ],
    "scopes_supported": null
  }
}
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 27, 2026 — 6:20 AM
Three consecutive observations exceeded 1,000 ms (latest: 1526 ms).
VerifiedObserved initialization latency: 1526 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Plumbline Contractor License MCP Oct 26, 2026 — 11:55 PM
1 description/metadata change; the functional contract is unchanged (hash sha256:514e93518b75809f…).
VerifiedDescriptions or metadata for check_contractor changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.check_contractor description changed Informational Descriptions or metadata for check_contractor changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (6) Non-breaking GroundTruth Environmental Records MCP Oct 26, 2026 — 11:35 PM
4 non-breaking changes. Optional parameter address was added at drinking_water.inputSchema.
VerifiedOptional parameter address was added at drinking_water.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 5,
  "afterRev": 6,
  "changeCount": 6
}
View full diff Observed by MCP Tools Edge Scanner
Authentication is now required Breaking Apify MCP Oct 26, 2026 — 10:00 PM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer realm=\"OAuth\", error=\"invalid_token\", error_description=\"Missing or invalid access token. Pass an Apify API token in the Authorization: Bearer <token> header. Manage tokens at https://console.apify.com/account/integrations\"",
  "discovery": {
    "resource": "https://mcp.apify.com",
    "authorization_servers": [
      "https://console-backend.apify.com"
    ],
    "scopes_supported": [
      "full_api_access"
    ]
  }
}
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational Overassessed Property MCP Oct 26, 2026 — 9:55 PM
1 description/metadata change; the functional contract is unchanged (hash sha256:ba3382f3d234b7cb…).
VerifiedDescriptions or metadata for check_assessment changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.check_assessment description changed Informational Descriptions or metadata for check_assessment changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Server version changed Informational Firecrawl MCP Oct 26, 2026 — 9:30 PM
Server reports version 3.35.0 (was 3.34.1).
Verifiedinitialize returned serverInfo.version 3.35.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 26, 2026 — 9:20 PM
Server reports version 8.196.1 (was 8.196.0).
Verifiedinitialize returned serverInfo.version 8.196.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational CounterScript Drug Pricing MCP Oct 26, 2026 — 9:05 PM
1 description/metadata change; the functional contract is unchanged (hash sha256:36b562cd009c6c17…).
VerifiedDescriptions or metadata for drug_price changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.drug_price description changed Informational Descriptions or metadata for drug_price changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Descriptions or metadata changed Informational GroundTruth Environmental Records MCP Oct 26, 2026 — 7:25 PM
1 description/metadata change; the functional contract is unchanged (hash sha256:208453c53c2a5146…).
VerifiedDescriptions or metadata for broadband_availability changed.
InterpretationNo structural change. Wording changes can still influence model tool selection.
PathChangeClassificationDetail
tools.broadband_availability description changed Informational Descriptions or metadata for broadband_availability changed.
No structural change. Wording changes can still influence model tool selection.
Observed by MCP Tools Edge Scanner
Authentication is now required Breaking Apify MCP Oct 26, 2026 — 4:35 PM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": "Bearer realm=\"OAuth\", error=\"invalid_token\", error_description=\"Missing or invalid access token. Pass an Apify API token in the Authorization: Bearer <token> header. Manage tokens at https://console.apify.com/account/integrations\"",
  "discovery": {
    "resource": "https://mcp.apify.com",
    "authorization_servers": [
      "https://console-backend.apify.com"
    ],
    "scopes_supported": [
      "full_api_access"
    ]
  }
}
Observed by MCP Tools Edge Scanner
Breaking contract changes (15) Breaking Agent Fabrication Network (UFP) MCP Oct 26, 2026 — 3:15 PM
14 breaking changes. Parameter billing_city was removed from create_checkout.inputSchema.
VerifiedParameter billing_city was removed from create_checkout.inputSchema.
InterpretationExisting calls that send billing_city may be rejected or silently ignored, depending on the server.
Raw event details
{
  "beforeRev": 12,
  "afterRev": 13,
  "changeCount": 15
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 26, 2026 — 3:05 PM
Server reports version 8.196.0 (was 8.195.0).
Verifiedinitialize returned serverInfo.version 8.196.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (2) Non-breaking Bowmark MCP Oct 26, 2026 — 3:05 PM
1 non-breaking change. Optional parameter minimal was added at get_library.inputSchema.
VerifiedOptional parameter minimal was added at get_library.inputSchema.
InterpretationExisting calls are unaffected.
Raw event details
{
  "beforeRev": 21,
  "afterRev": 22,
  "changeCount": 2
}
View full diff Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational B4 Index MCP Oct 26, 2026 — 1:45 PM
Latest observation: 221 ms.
VerifiedObserved initialization latency: 221 ms.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational B4 Index MCP Oct 26, 2026 — 9:35 AM
Three consecutive observations exceeded 1,000 ms (latest: 2768 ms).
VerifiedObserved initialization latency: 2768 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 26, 2026 — 9:30 AM
Latest observation: 188 ms.
VerifiedObserved initialization latency: 188 ms.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 26, 2026 — 8:50 AM
Server reports version 8.195.0 (was 8.194.0).
Verifiedinitialize returned serverInfo.version 8.195.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 26, 2026 — 5:20 AM
Three consecutive observations exceeded 1,000 ms (latest: 1297 ms).
VerifiedObserved initialization latency: 1297 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 26, 2026 — 4:45 AM
Server reports version 8.194.0 (was 8.193.0).
Verifiedinitialize returned serverInfo.version 8.194.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 25, 2026 — 10:30 PM
Server reports version 8.193.0 (was 8.191.1).
Verifiedinitialize returned serverInfo.version 8.193.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 25, 2026 — 6:30 PM
Server reports version 8.191.1 (was 8.191.0).
Verifiedinitialize returned serverInfo.version 8.191.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 25, 2026 — 4:55 PM
Latest observation: 620 ms.
VerifiedObserved initialization latency: 620 ms.
Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 25, 2026 — 2:50 PM
Three consecutive observations exceeded 1,000 ms (latest: 1140 ms).
VerifiedObserved initialization latency: 1140 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 25, 2026 — 2:20 PM
Server reports version 8.191.0 (was 8.190.4).
Verifiedinitialize returned serverInfo.version 8.191.0.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Non-breaking contract changes (3) Non-breaking Analytics Legends SAP Analytics MCP Oct 25, 2026 — 2:15 PM
3 non-breaking changes. Output field daily_rate_max_zar was added at get_day_rate_benchmark.outputSchema.rows[].
VerifiedOutput field daily_rate_max_zar was added at get_day_rate_benchmark.outputSchema.rows[].
InterpretationAdditional fields are typically ignored by existing consumers.
Raw event details
{
  "beforeRev": 24,
  "afterRev": 25,
  "changeCount": 3
}
View full diff Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 25, 2026 — 8:05 AM
Server reports version 8.190.4 (was 8.190.3).
Verifiedinitialize returned serverInfo.version 8.190.4.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Latency recovered below 1,000 ms Informational Aviado Health MCP Oct 25, 2026 — 6:30 AM
Latest observation: 233 ms.
VerifiedObserved initialization latency: 233 ms.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 25, 2026 — 6:00 AM
Server reports version 8.190.3 (was 8.190.2).
Verifiedinitialize returned serverInfo.version 8.190.3.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Recovery Ambix MCP Oct 25, 2026 — 12:00 AM
Endpoint returned to service after 250 minutes.
VerifiedA successful observation followed a confirmed outage (result: auth_required).
Observed by MCP Tools Edge Scanner 4 h 10 m
Authentication is now required Breaking Paseo Confidential AI MCP Oct 24, 2026 — 11:50 PM
The endpoint stopped accepting unauthenticated initialization.
Verifiedinitialize returned HTTP 401.
InterpretationUnauthenticated clients can no longer connect and may require credentials or an OAuth flow.
Raw event details
{
  "httpStatus": 401,
  "wwwAuthenticate": null,
  "discovery": null
}
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 24, 2026 — 11:50 PM
Server reports version 8.190.2 (was 8.190.1).
Verifiedinitialize returned serverInfo.version 8.190.2.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner
Outage Ambix MCP Oct 24, 2026 — 9:55 PM
HTTP 530 with content-type text/plain; charset=utf-8 — this does not look like an MCP endpoint.
VerifiedTwo consecutive observations failed (latest: not_mcp, HTTP 530).
InterpretationClients depending on this endpoint may currently be unable to connect.
Raw event details
{
  "result": "not_mcp",
  "error": "HTTP 530 with content-type text/plain; charset=utf-8 — this does not look like an MCP endpoint."
}
Observed by MCP Tools Edge Scanner
Recovery Arclan MCP Registry Oct 24, 2026 — 9:40 PM
Endpoint returned to service after 250 minutes.
VerifiedA successful observation followed a confirmed outage (result: reachable).
Observed by MCP Tools Edge Scanner 4 h 10 m
Non-breaking contract changes (2) Non-breaking Analytics Legends SAP Analytics MCP Oct 24, 2026 — 9:35 PM
2 non-breaking changes. Output field label was added at list_firm_kinds.outputSchema.rows[].
VerifiedOutput field label was added at list_firm_kinds.outputSchema.rows[].
InterpretationAdditional fields are typically ignored by existing consumers.
Raw event details
{
  "beforeRev": 23,
  "afterRev": 24,
  "changeCount": 2
}
View full diff Observed by MCP Tools Edge Scanner
Latency crossed above 1,000 ms Informational Aviado Health MCP Oct 24, 2026 — 8:05 PM
Three consecutive observations exceeded 1,000 ms (latest: 1229 ms).
VerifiedObserved initialization latency: 1229 ms.
InterpretationClients may experience slow tool discovery and responses.
Observed by MCP Tools Edge Scanner
Server version changed Informational Bowmark MCP Oct 24, 2026 — 7:40 PM
Server reports version 8.190.1 (was 8.190.0).
Verifiedinitialize returned serverInfo.version 8.190.1.
InterpretationVersion changes often accompany contract or behavior changes; drift detection will confirm.
Observed by MCP Tools Edge Scanner