{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_q5m9uvvgmsru","handle":"dabyte-ai-visibility-index","url":"https://wellknown.network/agents/dabyte-ai-visibility-index","links":{"self":"https://wellknown.network/agents/dabyte-ai-visibility-index/record.json","html":"https://wellknown.network/agents/dabyte-ai-visibility-index","markdown":"https://wellknown.network/agents/dabyte-ai-visibility-index/record.md","api":"https://wellknown.network/api/v1/agents/dabyte-ai-visibility-index","status":"https://wellknown.network/api/v1/agents/dabyte-ai-visibility-index/status","claim":"https://wellknown.network/agents/dabyte-ai-visibility-index/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/dabyte-ai-visibility-index/claim.json","badge":"https://wellknown.network/agents/dabyte-ai-visibility-index/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/dabyte-ai-visibility-index/history","tools":"https://wellknown.network/api/v1/agents/dabyte-ai-visibility-index/tools"},"ard":{"identifier":"urn:air:dabyte.ai:server:dabyte-ai-visibility-index","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"DABYTE AI Visibility Index","summary":"Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.","description":"Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.","publisher":{"name":"ai.dabyte","url":null},"homepage":"https://dabyte.ai/","repository":"https://github.com/creanlab/ai-visibility-index","version":"1.0.1","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://dabyte.ai/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-08-05T22:21:21.607463Z","publishedAt":"2026-08-05T22:21:21.607463Z","registryName":"ai.dabyte/visibility-index"},"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":[],"categories":[],"language":"en"},"observed":{"status":"live","statusReason":"Responded 3h ago.","lastOkAt":"2026-10-10T00:27:43.014Z","lastProbedAt":"2026-10-10T00:27:43.014Z","statusComputedAt":"2026-10-10T00:29:48.574Z","reliability30d":{"probes":50,"successRate":1,"p50Ms":341,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":50,"ok":50,"authBoundaryOk":0,"serviceOk":50,"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":"2026-10-10T00:27:43.014Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":321,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T17:28:37.739Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":393,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T11:26:42.663Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":338,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-09T05:27:02.070Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":331,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T23:23:10.774Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":329,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T16:29:28.521Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":381,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T10:23:06.430Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":396,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-08T03:24:58.586Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":338,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T21:29:22.586Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":342,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-07T15:32:35.376Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":356,"error":null,"detail":{"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"toolCount":5,"toolsHash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","serverName":"dabyte-ai-visibility","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"get_visibility_index","description":"The whole current release in one call: every tracked brand in SaaS & AI tools with its rank, share of answer overall and per engine, commercial intent and quadr"},{"name":"get_brand_visibility","description":"One brand's standing in the current DABYTE release: share of answer per engine, rank, quadrant, how many panel prompts name it, and which ones.\n\nUse this when a"},{"name":"list_tracked_brands","description":"The names and slugs of every brand in the DABYTE index — a lookup table, nothing else. No scores, no ranks.\n\nUse it for two things: to turn a brand name into th"},{"name":"get_history","description":"Every DABYTE release ever published, as a series per brand: share of answer at each weekly measurement with the date and panel version it was taken under.\n\nUse "},{"name":"get_methodology","description":"The rules behind every figure this server returns: the exact prompt panel and its version, which engines were measured, how share of answer is scored and rounde"}],"package":null,"toolSurface":{"id":"ts_xfjkbbxcdtmd","endpointId":"ep_2k4sdrhmakm7","hash":"cc18b2c5e711851631ac273b5d596a7010031842e41c40193f23f9247cd0f4be","toolCount":5,"serverName":"dabyte-ai-visibility","serverVersion":"1.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-09-12T12:27:04.753Z","lastSeenAt":"2026-10-10T00:27:43.021Z","observations":103,"toolNames":["get_visibility_index","get_brand_visibility","list_tracked_brands","get_history","get_methodology"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_2k4sdrhmakm7","url":"https://dabyte.ai/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-08T10:23:06.442Z","auth":{"observedAt":"2026-10-08T10:23:06.564Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-08T10:23:06.587Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"dabyte.ai","issuer":{"commonName":"WE1","organization":"Google Trust Services"},"validFrom":"2026-09-25T09:43:20.000Z","validTo":"2026-12-24T10:43:16.000Z","daysToExpiry":75,"sanCount":2,"fingerprint256":"3E:7D:BB:7F:2D:9E:FC:28:09:67:E5:D0:FD:89:61:70:92:0E:45:C9:58:57:08:54:64:13:22:22:3C:C0:EA:B6"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"ai.dabyte/visibility-index","url":"https://registry.modelcontextprotocol.io/v0/servers/ai.dabyte%2Fvisibility-index","firstSeenAt":"2026-09-05T13:36:08.353Z","fetchedAt":"2026-10-08T22:20:31.486Z","normalizedAt":"2026-10-08T22:20:31.486Z"}]},"firstSeenAt":"2026-09-05T13:36:08.353Z","updatedAt":"2026-10-10T00:30:34.232Z"}