{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_hnbfx3ysknet","handle":"aaj-marketing-engines","url":"https://wellknown.network/agents/aaj-marketing-engines","links":{"self":"https://wellknown.network/agents/aaj-marketing-engines/record.json","html":"https://wellknown.network/agents/aaj-marketing-engines","markdown":"https://wellknown.network/agents/aaj-marketing-engines/record.md","api":"https://wellknown.network/api/v1/agents/aaj-marketing-engines","status":"https://wellknown.network/api/v1/agents/aaj-marketing-engines/status","claim":"https://wellknown.network/agents/aaj-marketing-engines/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/aaj-marketing-engines/claim.json","badge":"https://wellknown.network/agents/aaj-marketing-engines/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/aaj-marketing-engines/history","tools":"https://wellknown.network/api/v1/agents/aaj-marketing-engines/tools"},"ard":{"identifier":"urn:air:aaj-engines-mcp.sarojkjha10.workers.dev:server:aaj-marketing-engines","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"AAJ Marketing Engines","summary":"Deterministic marketing math for AI agents: LTV:CAC, pipeline coverage, A/B tests, pricing.","description":"Deterministic marketing math for AI agents: LTV:CAC, pipeline coverage, A/B tests, pricing.","publisher":{"name":"sarojkjha","url":null},"homepage":"https://skills.aajconsult.com","repository":"https://github.com/sarojkjha/aaj-marketing-skills","version":"1.2.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-20T05:09:43.147617Z","publishedAt":"2026-10-20T05:09:43.147617Z","registryName":"io.github.sarojkjha/aaj-engines"},"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":"content.marketing","name":"Marketing","confidence":1,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.938,"provenance":"derived"},{"slug":"productivity.crm","name":"CRM & Sales","confidence":0.938,"provenance":"derived"},{"slug":"data.weather","name":"Weather","confidence":0.525,"provenance":"derived"}],"categories":["content","data","dev","productivity"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 6h ago.","lastOkAt":"2026-10-22T16:27:11.817Z","lastProbedAt":"2026-10-22T16:27:11.817Z","statusComputedAt":"2026-10-22T16:31:37.839Z","reliability30d":{"probes":8,"successRate":1,"p50Ms":68,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":8,"ok":8,"authBoundaryOk":0,"serviceOk":8,"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":"2026-10-22T16:27:11.817Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":55,"error":null,"detail":{"tools":[{"name":"list_engines","description":"Lists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retenti"},{"name":"describe_engine","description":"Shows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing."},{"name":"run_engine","description":"Runs an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines "},{"name":"search_skills","description":"Finds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods"},{"name":"get_skill","description":"Returns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"319f525cc0dc13338df387928634a4b5b005819d883e359cf61a50189e855807","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T09:28:43.749Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":79,"error":null,"detail":{"tools":[{"name":"list_engines","description":"Lists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retenti"},{"name":"describe_engine","description":"Shows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing."},{"name":"run_engine","description":"Runs an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines "},{"name":"search_skills","description":"Finds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods"},{"name":"get_skill","description":"Returns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"319f525cc0dc13338df387928634a4b5b005819d883e359cf61a50189e855807","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T02:31:02.354Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":23,"error":null,"detail":{"tools":[{"name":"list_engines","description":"Lists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retenti"},{"name":"describe_engine","description":"Shows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing."},{"name":"run_engine","description":"Runs an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines "},{"name":"search_skills","description":"Finds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods"},{"name":"get_skill","description":"Returns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"319f525cc0dc13338df387928634a4b5b005819d883e359cf61a50189e855807","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T19:24:58.945Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":76,"error":null,"detail":{"tools":[{"name":"list_engines","description":"Lists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retenti"},{"name":"describe_engine","description":"Shows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing."},{"name":"run_engine","description":"Runs an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines "},{"name":"search_skills","description":"Finds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods"},{"name":"get_skill","description":"Returns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"319f525cc0dc13338df387928634a4b5b005819d883e359cf61a50189e855807","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T09:34:29.813Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":64,"error":null,"detail":{"tools":[{"name":"list_engines","description":"Lists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retenti"},{"name":"describe_engine","description":"Shows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing."},{"name":"run_engine","description":"Runs an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines "},{"name":"search_skills","description":"Finds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods"},{"name":"get_skill","description":"Returns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"319f525cc0dc13338df387928634a4b5b005819d883e359cf61a50189e855807","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T01:28:02.555Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":21,"error":null,"detail":{"tools":[{"name":"list_engines","description":"List every AAJ marketing engine that can be run: id, what question it answers, and its category. Call this first when you need to compute something (unit econom"},{"name":"describe_engine","description":"Show one engine's input schema: required fields, units, alternative shapes, and a worked example. Always call this before run_engine unless you already know the"},{"name":"run_engine","description":"Run an AAJ engine and return its verdict. Pass `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines ar"},{"name":"search_skills","description":"Find AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns the method to fol"},{"name":"get_skill","description":"Return the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"5671f532a7c4e7503633fe19f6e2a5e53eef8f7edba7faea4caa70fbd1fb3ec6","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-20T19:24:25.416Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":118,"error":null,"detail":{"tools":[{"name":"list_engines","description":"List every AAJ marketing engine that can be run: id, what question it answers, and its category. Call this first when you need to compute something (unit econom"},{"name":"describe_engine","description":"Show one engine's input schema: required fields, units, alternative shapes, and a worked example. Always call this before run_engine unless you already know the"},{"name":"run_engine","description":"Run an AAJ engine and return its verdict. Pass `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines ar"},{"name":"search_skills","description":"Find AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns the method to fol"},{"name":"get_skill","description":"Return the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"5671f532a7c4e7503633fe19f6e2a5e53eef8f7edba7faea4caa70fbd1fb3ec6","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-20T12:28:19.999Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":51,"error":null,"detail":{"tools":[{"name":"list_engines","description":"List every AAJ marketing engine that can be run: id, what question it answers, and its category. Call this first when you need to compute something (unit econom"},{"name":"describe_engine","description":"Show one engine's input schema: required fields, units, alternative shapes, and a worked example. Always call this before run_engine unless you already know the"},{"name":"run_engine","description":"Run an AAJ engine and return its verdict. Pass `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines ar"},{"name":"search_skills","description":"Find AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns the method to fol"},{"name":"get_skill","description":"Return the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"toolCount":5,"toolsHash":"5671f532a7c4e7503633fe19f6e2a5e53eef8f7edba7faea4caa70fbd1fb3ec6","serverName":"aaj-engines","capabilities":["tools"],"serverVersion":"1.2.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"list_engines","description":"Lists every AAJ marketing engine: its id, the question it answers, and its category. Engines cover unit economics, pipeline forecast, budget allocation, retenti"},{"name":"describe_engine","description":"Shows one engine's input schema: required fields, units, alternative shapes, and a worked example. Engines reject bad input rather than guessing."},{"name":"run_engine","description":"Runs an AAJ engine and returns its verdict. Give `input` as an object of the engine's fields. Omit `input` to run the engine's built-in worked example. Engines "},{"name":"search_skills","description":"Finds AAJ marketing skills by the problem they solve — 'churn is rising', 'we're launching next month', 'not showing up in AI answers'. Returns matching methods"},{"name":"get_skill","description":"Returns the full method for one skill: when to use it, the steps, the quality bar, and how to run its engine if it has one."}],"package":null,"toolSurface":{"id":"ts_2cz6a7src2xf","endpointId":"ep_u8px9qbhdndm","hash":"319f525cc0dc13338df387928634a4b5b005819d883e359cf61a50189e855807","toolCount":5,"serverName":"aaj-engines","serverVersion":"1.2.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-21T09:34:29.816Z","lastSeenAt":"2026-10-22T16:27:11.816Z","observations":5,"toolNames":["list_engines","describe_engine","run_engine","search_skills","get_skill"],"distinctSurfaces":2},"endpointFacts":[{"id":"ep_u8px9qbhdndm","url":"https://aaj-engines-mcp.sarojkjha10.workers.dev/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-21T19:24:58.955Z","auth":{"observedAt":"2026-10-21T19:24:59.147Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-21T19:24:59.178Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"sarojkjha10.workers.dev","issuer":{"commonName":"YE1","organization":"Let's Encrypt"},"validFrom":"2026-08-26T13:30:29.000Z","validTo":"2026-11-24T13:30:28.000Z","daysToExpiry":32,"sanCount":2,"fingerprint256":"08:1D:46:17:7F:0F:03:9D:4B:FB:1B:0F:FF:FB:F8:AB:9C:DB:EF:1D:40:53:99:3F:5B:39:50:F5:68:81:90:96"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.sarojkjha/aaj-engines","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.sarojkjha%2Faaj-engines","firstSeenAt":"2026-10-20T12:19:18.798Z","fetchedAt":"2026-10-20T12:19:18.798Z","normalizedAt":"2026-10-20T12:19:18.798Z"}]},"firstSeenAt":"2026-10-20T12:19:18.798Z","updatedAt":"2026-10-22T16:33:46.467Z"}