{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_aszjg982gxbu","handle":"llm-optimizer","url":"https://wellknown.network/agents/llm-optimizer","links":{"self":"https://wellknown.network/agents/llm-optimizer/record.json","html":"https://wellknown.network/agents/llm-optimizer","markdown":"https://wellknown.network/agents/llm-optimizer/record.md","api":"https://wellknown.network/api/v1/agents/llm-optimizer","status":"https://wellknown.network/api/v1/agents/llm-optimizer/status","claim":"https://wellknown.network/agents/llm-optimizer/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/llm-optimizer/claim.json","badge":"https://wellknown.network/agents/llm-optimizer/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/llm-optimizer/history","tools":"https://wellknown.network/api/v1/agents/llm-optimizer/tools"},"ard":{"identifier":"urn:air:llmopt.metavert.io:server:llm-optimizer","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"LLM Optimizer","summary":"AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.","description":"AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.","publisher":{"name":"io.metavert","url":null},"homepage":null,"repository":"https://github.com/jonradoff/llmopt","version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://llmopt.metavert.io/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-03-06T01:35:55.740536Z","publishedAt":"2026-03-06T01:35:55.740536Z","registryName":"io.metavert/llmopt"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[],"categories":[],"language":"en"},"observed":{"status":"live","statusReason":"Responded 1h ago.","lastOkAt":"2026-10-12T03:25:46.241Z","lastProbedAt":"2026-10-12T03:25:46.241Z","statusComputedAt":"2026-10-12T03:26:35.444Z","reliability30d":{"probes":93,"successRate":0.828,"p50Ms":378,"basis":"auth_boundary","measures":{"availability":"authentication boundary reached","latency":"time to authentication response","tools":"not measured — authentication required","summary":"Every successful check was an authentication response (401/403). The endpoint exists and enforces authentication; nothing behind that boundary — tools, behaviour, service health — has been observed."},"checks":{"total":93,"ok":77,"authBoundaryOk":77,"serviceOk":0,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-12T03:25:46.241Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":92,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://llmopt.metavert.io/.well-known/oauth-protected-resource\""}},{"at":"2026-10-11T16:29:13.868Z","kind":"mcp_initialize","ok":false,"httpStatus":502,"latencyMs":7673,"error":"http 502","detail":null},{"at":"2026-10-11T09:27:14.343Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":165,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://llmopt.metavert.io/.well-known/oauth-protected-resource\""}},{"at":"2026-10-10T21:26:25.245Z","kind":"mcp_initialize","ok":false,"httpStatus":null,"latencyMs":null,"error":"timeout","detail":null},{"at":"2026-10-10T15:31:57.518Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":90,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://llmopt.metavert.io/.well-known/oauth-protected-resource\""}},{"at":"2026-10-10T09:24:06.811Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":97,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://llmopt.metavert.io/.well-known/oauth-protected-resource\""}},{"at":"2026-10-10T02:30:31.416Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":84,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://llmopt.metavert.io/.well-known/oauth-protected-resource\""}},{"at":"2026-10-09T19:26:41.781Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":97,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer resource_metadata=\"https://llmopt.metavert.io/.well-known/oauth-protected-resource\""}},{"at":"2026-10-08T20:24:33.518Z","kind":"mcp_initialize","ok":false,"httpStatus":null,"latencyMs":null,"error":"timeout","detail":null},{"at":"2026-10-08T08:29:51.367Z","kind":"mcp_initialize","ok":false,"httpStatus":502,"latencyMs":7697,"error":"http 502","detail":null}],"tools":null,"package":null,"toolSurface":null,"endpointFacts":[{"id":"ep_chqy73c6wnaw","url":"https://llmopt.metavert.io/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-05T03:24:59.809Z","auth":{"observedAt":"2026-10-05T03:25:00.062Z","authRequired":true,"scheme":"Bearer","resourceMetadata":{"url":"https://llmopt.metavert.io/.well-known/oauth-protected-resource","resource":"https://llmopt.metavert.io","authorizationServers":["https://llmopt.metavert.io"],"scopesSupported":["mcp:read","mcp:write"]},"authorizationServer":{"url":"https://llmopt.metavert.io/.well-known/oauth-authorization-server","issuer":"https://llmopt.metavert.io","grantTypesSupported":["authorization_code","refresh_token"],"codeChallengeMethodsSupported":["S256"],"tokenEndpointAuthMethodsSupported":["none"],"dynamicClientRegistration":true,"dpopSigningAlgValuesSupported":[],"clientIdMetadataDocumentSupported":null},"conformance":{"dpop":false,"rfc8414":true,"rfc9728":true,"pkceS256":true,"clientIdMetadataDocument":false,"dynamicClientRegistration":true}},"tls":{"observedAt":"2026-10-05T03:25:00.090Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"llmopt.metavert.io","issuer":{"commonName":"YE1","organization":"Let's Encrypt"},"validFrom":"2026-08-27T23:50:09.000Z","validTo":"2026-11-25T23:50:08.000Z","daysToExpiry":44,"sanCount":1,"fingerprint256":"D1:91:4B:CD:F3:72:62:F1:F9:61:E0:6A:03:65:1A:4D:F6:62:FC:FB:3F:0D:BA:79:97:23:54:BC:8A:7D:44:73"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.metavert/llmopt","url":"https://registry.modelcontextprotocol.io/v0/servers/io.metavert%2Fllmopt","firstSeenAt":"2026-09-07T07:22:29.626Z","fetchedAt":"2026-10-11T12:19:18.223Z","normalizedAt":"2026-10-11T12:19:18.223Z"}]},"firstSeenAt":"2026-09-07T07:22:29.626Z","updatedAt":"2026-09-07T07:22:55.178Z"}