{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_gw72tkjvnr5s","handle":"aifinder","url":"https://wellknown.network/agents/aifinder","links":{"self":"https://wellknown.network/agents/aifinder/record.json","html":"https://wellknown.network/agents/aifinder","markdown":"https://wellknown.network/agents/aifinder/record.md","api":"https://wellknown.network/api/v1/agents/aifinder","status":"https://wellknown.network/api/v1/agents/aifinder/status","claim":"https://wellknown.network/agents/aifinder/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aifinder/claim.json","badge":"https://wellknown.network/agents/aifinder/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/aifinder/history","tools":"https://wellknown.network/api/v1/agents/aifinder/tools"},"ard":{"identifier":"urn:air:aifinder.im:server:aifinder","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"AIFinder","summary":"Find AI tools with verified Korean UI, KRW pricing, Korean business info and trial conditions.","description":"Find AI tools with verified Korean UI, KRW pricing, Korean business info and trial conditions.","publisher":{"name":"im.aifinder","url":null},"homepage":"https://aifinder.im","repository":null,"version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://aifinder.im/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-20T07:23:27.93986Z","publishedAt":"2026-10-20T07:23:27.93986Z","registryName":"im.aifinder/aifinder"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"commerce.pricing","name":"Pricing & Quotes","confidence":0.911,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.54,"provenance":"derived"},{"slug":"ai.agent-discovery","name":"Agent Discovery","confidence":0.54,"provenance":"derived"}],"categories":["ai","commerce","dev"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 4h ago.","lastOkAt":"2026-10-29T21:28:13.853Z","lastProbedAt":"2026-10-29T21:28:13.853Z","statusComputedAt":"2026-10-29T21:32:59.710Z","reliability30d":{"probes":27,"successRate":1,"p50Ms":1123,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":27,"ok":27,"authBoundaryOk":0,"serviceOk":27,"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":"2026-10-29T21:28:13.853Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1182,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-29T14:26:02.326Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1259,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-29T06:28:17.466Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1164,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T23:25:03.957Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1184,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T15:30:53.137Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1233,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T08:31:25.693Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1158,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-28T01:32:35.679Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1194,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-27T18:32:20.708Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1293,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-27T11:25:24.257Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1295,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-27T04:24:24.495Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1398,"error":null,"detail":{"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"toolCount":5,"toolsHash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","serverName":"aifinder","capabilities":["tools"],"serverVersion":"1.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_ai_services","description":"Search AI services listed on AIFinder, a Korean AI-tool directory whose Korean-language support, KRW pricing, Korean business registration and free-trial condit"},{"name":"get_ai_service","description":"Get details of one AI service: Korean description, verified Korean support and trial conditions with plain-language evidence, pricing, platforms, login methods "},{"name":"find_alternatives","description":"Find alternatives to an AI service within the same category, ranked by a public rule-based score (not ads or user ratings). Up to 5 results.\n같은 분야의 대안 서비스를 찾습니다"},{"name":"compare_category","description":"Compare the top AI services in one secondary category on Korean UI, KRW pricing, starting price and trial conditions. Up to 10 services.\n2차 분류 하나의 상위 서비스를 한국어·원"},{"name":"list_categories","description":"List AIFinder categories (slug, Korean name, number of listed services). Use the slugs for the `category` argument of other tools.\n분류 slug·한국어 이름·서비스 수 목록입니다. 다"}],"package":null,"toolSurface":{"id":"ts_w9scs9c6z9uq","endpointId":"ep_hapzcgtreerv","hash":"b148b18667c1d9142b799a5af5eb0ccb3bdec0f68352549f264a2740b78d9231","toolCount":5,"serverName":"aifinder","serverVersion":"1.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-22T07:30:12.094Z","lastSeenAt":"2026-10-29T21:28:13.855Z","observations":27,"toolNames":["search_ai_services","get_ai_service","find_alternatives","compare_category","list_categories"],"distinctSurfaces":1},"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"im.aifinder/aifinder","url":"https://registry.modelcontextprotocol.io/v0/servers/im.aifinder%2Faifinder","firstSeenAt":"2026-10-22T07:19:58.332Z","fetchedAt":"2026-10-29T03:19:34.825Z","normalizedAt":"2026-10-29T03:19:34.825Z"}]},"firstSeenAt":"2026-10-22T07:19:58.332Z","updatedAt":"2026-10-29T21:34:41.112Z"}