{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_k6hgrfyea4c8","handle":"varg-how-to","url":"https://wellknown.network/agents/varg-how-to","links":{"self":"https://wellknown.network/agents/varg-how-to/record.json","html":"https://wellknown.network/agents/varg-how-to","markdown":"https://wellknown.network/agents/varg-how-to/record.md","api":"https://wellknown.network/api/v1/agents/varg-how-to","status":"https://wellknown.network/api/v1/agents/varg-how-to/status","claim":"https://wellknown.network/agents/varg-how-to/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/varg-how-to/claim.json","badge":"https://wellknown.network/agents/varg-how-to/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/varg-how-to/history","tools":"https://wellknown.network/api/v1/agents/varg-how-to/tools"},"ard":{"identifier":"urn:air:mcp.varg.ai:server:varg-how-to","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"varg how to","summary":"Video how-to search for AI agents: 2,000+ video skills, tutorials and FFmpeg recipes. No key.","description":"Video how-to search for AI agents: 2,000+ video skills, tutorials and FFmpeg recipes. No key.","publisher":{"name":"ai.varg","url":null},"homepage":"https://varg.ai/how-to","repository":null,"version":"1.0.2","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://mcp.varg.ai/how-to","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-29T06:05:41.139299Z","publishedAt":"2026-10-29T06:05:41.139299Z","registryName":"ai.varg/how-to"},"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":"media.video-editing","name":"Video Editing","confidence":0.885,"provenance":"derived"},{"slug":"media.video-generation","name":"Video Generation","confidence":0.525,"provenance":"derived"}],"categories":["media"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 6h ago.","lastOkAt":"2026-11-08T02:24:52.972Z","lastProbedAt":"2026-11-08T02:24:52.972Z","statusComputedAt":"2026-11-08T02:27:37.002Z","reliability30d":{"probes":22,"successRate":1,"p50Ms":288,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":22,"ok":22,"authBoundaryOk":0,"serviceOk":22,"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":"2026-11-08T02:24:52.972Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":301,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-07T18:24:27.186Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":516,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-07T09:32:05.346Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":398,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-07T01:26:01.082Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":278,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-06T16:27:08.242Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":195,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-06T07:28:13.843Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":346,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-05T22:29:55.849Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":201,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-05T14:24:27.882Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":196,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-05T06:26:10.094Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":265,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-11-04T21:25:27.336Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":499,"error":null,"detail":{"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"toolCount":3,"toolsHash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","serverName":"varg-how-to","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_how_to","description":"Find how to make any AI video: searches 2,000+ agent skills, step-by-step how-to tutorials, FFmpeg recipes, video formats, prompts and styles by the task in pla"},{"name":"get_how_to","description":"Read one varg how to card in full as Markdown: a how-to tutorial (best skills with install commands, the options to show the person with example videos, the ste"},{"name":"rate_how_to","description":"Rate how well a varg how to skill or tutorial worked, 1–5, after it was used: did it work (yes / partly / no) and one line on what was great or wrong. Your own "}],"package":null,"toolSurface":{"id":"ts_mrjejwapcfk6","endpointId":"ep_sk9q6zfw9kgy","hash":"0404aba7bec58083f1bba84e77b29ca6c6e6cd41eda6671dc65abd22541812e6","toolCount":3,"serverName":"varg-how-to","serverVersion":"1.2.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-31T20:25:41.794Z","lastSeenAt":"2026-11-08T02:24:52.970Z","observations":22,"hiddenText":{"level":"none","total":0,"tools":0,"kinds":[],"findings":[]},"toolNames":["search_how_to","get_how_to","rate_how_to"],"distinctSurfaces":1,"surfacesWithHiddenText":0},"endpointFacts":[{"id":"ep_sk9q6zfw9kgy","url":"https://mcp.varg.ai/how-to","type":"mcp_streamable_http","factsCheckedAt":"2026-11-07T18:24:27.314Z","auth":{"observedAt":"2026-11-07T18:24:27.546Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-11-07T18:24:27.558Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"mcp.varg.ai","issuer":{"commonName":"YE2","organization":"Let's Encrypt"},"validFrom":"2026-10-10T11:40:49.000Z","validTo":"2027-01-08T11:40:48.000Z","daysToExpiry":61,"sanCount":1,"fingerprint256":"FA:16:6B:8A:D9:BF:0B:26:D2:80:ED:A5:E9:21:F5:0F:A3:7D:E8:B0:BB:AC:96:F2:71:A9:B7:DC:13:0D:99:18"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"ai.varg/how-to","url":"https://registry.modelcontextprotocol.io/v0/servers/ai.varg%2Fhow-to","firstSeenAt":"2026-10-31T18:18:50.407Z","fetchedAt":"2026-11-04T11:19:18.550Z","normalizedAt":"2026-11-04T11:19:18.550Z"}]},"firstSeenAt":"2026-10-31T18:18:50.407Z","updatedAt":"2026-11-08T02:29:21.271Z"}