{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_9yj3m5h7ppdt","handle":"hiring-fairness-selection-roi","url":"https://wellknown.network/agents/hiring-fairness-selection-roi","links":{"self":"https://wellknown.network/agents/hiring-fairness-selection-roi/record.json","html":"https://wellknown.network/agents/hiring-fairness-selection-roi","markdown":"https://wellknown.network/agents/hiring-fairness-selection-roi/record.md","api":"https://wellknown.network/api/v1/agents/hiring-fairness-selection-roi","status":"https://wellknown.network/api/v1/agents/hiring-fairness-selection-roi/status","claim":"https://wellknown.network/agents/hiring-fairness-selection-roi/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/hiring-fairness-selection-roi/claim.json","badge":"https://wellknown.network/agents/hiring-fairness-selection-roi/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/hiring-fairness-selection-roi/history","tools":"https://wellknown.network/api/v1/agents/hiring-fairness-selection-roi/tools"},"ard":{"identifier":"urn:air:hiring-fairness-mcp.saifs.ai:server:hiring-fairness-selection-roi","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Hiring Fairness & Selection ROI","summary":"Detect hiring adverse impact and estimate whether a selection method is worth its cost.","description":"Detect hiring adverse impact and estimate whether a selection method is worth its cost.","publisher":{"name":"ai.saifs","url":null},"homepage":"https://saifs.ai","repository":"https://github.com/Saify-Technologies/saifs-ai-mcps-docs","version":"1.0.1","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://hiring-fairness-mcp.saifs.ai/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-21T07:53:42.262955Z","publishedAt":"2026-10-21T07:53:42.262955Z","registryName":"ai.saifs/hiring-fairness"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"productivity.hr","name":"HR & Recruiting","confidence":1,"provenance":"derived"}],"categories":["productivity"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 58m ago.","lastOkAt":"2026-11-02T05:26:44.107Z","lastProbedAt":"2026-11-02T05:26:44.107Z","statusComputedAt":"2026-11-02T05:29:36.993Z","reliability30d":{"probes":49,"successRate":0.9592,"p50Ms":19,"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":49,"ok":47,"authBoundaryOk":47,"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":"2026-11-02T05:26:44.107Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":19,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-11-01T21:28:12.542Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":18,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-11-01T13:26:48.339Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":59,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-11-01T05:33:27.114Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":18,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-10-31T21:28:32.952Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":42,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-10-31T13:29:44.417Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":19,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-10-31T06:29:56.709Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":18,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-10-30T23:27:21.048Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":31,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-10-30T15:22:36.076Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":19,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}},{"at":"2026-10-30T07:22:47.475Z","kind":"mcp_initialize","ok":true,"httpStatus":401,"latencyMs":43,"error":null,"detail":{"authRequired":true,"wwwAuthenticate":"Bearer realm=\"OAuth\", resource_metadata=\"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource\""}}],"tools":null,"package":null,"toolSurface":null,"endpointFacts":[{"id":"ep_wymtcefyvs4a","url":"https://hiring-fairness-mcp.saifs.ai/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-30T15:22:36.085Z","auth":{"observedAt":"2026-10-30T15:22:36.591Z","authRequired":true,"scheme":"Bearer","resourceMetadata":{"url":"https://hiring-fairness-mcp.saifs.ai/.well-known/oauth-protected-resource","resource":"https://hiring-fairness-mcp.saifs.ai/mcp","authorizationServers":["https://multiplewords.in"],"scopesSupported":["read","write"]},"authorizationServer":{"url":"https://multiplewords.in/.well-known/oauth-authorization-server","issuer":"https://multiplewords.in","grantTypesSupported":["authorization_code","client_credentials","refresh_token","urn:ietf:params:oauth:grant-type:device_code"],"codeChallengeMethodsSupported":["S256"],"tokenEndpointAuthMethodsSupported":["client_secret_post","client_secret_basic","none"],"dynamicClientRegistration":true,"dpopSigningAlgValuesSupported":[],"clientIdMetadataDocumentSupported":true},"conformance":{"dpop":false,"rfc8414":true,"rfc9728":true,"pkceS256":true,"clientIdMetadataDocument":true,"dynamicClientRegistration":true}},"tls":{"observedAt":"2026-10-30T15:22:36.651Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"hiring-fairness-mcp.saifs.ai","issuer":{"commonName":"YR2","organization":"Let's Encrypt"},"validFrom":"2026-10-16T05:50:47.000Z","validTo":"2027-01-14T05:50:46.000Z","daysToExpiry":72,"sanCount":1,"fingerprint256":"E5:4F:CE:AD:3E:3C:E3:8F:6A:03:5D:8A:99:8A:55:D0:FB:79:92:95:77:AF:4E:96:F1:5B:7E:9E:ED:30:EE:27"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"ai.saifs/hiring-fairness","url":"https://registry.modelcontextprotocol.io/v0/servers/ai.saifs%2Fhiring-fairness","firstSeenAt":"2026-10-17T21:22:49.922Z","fetchedAt":"2026-10-31T17:21:51.544Z","normalizedAt":"2026-10-31T17:21:51.544Z"}]},"firstSeenAt":"2026-10-17T21:22:49.922Z","updatedAt":"2026-10-24T19:18:36.923Z"}