{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_6stsxjb7y5mw","handle":"agents-handbook","url":"https://wellknown.network/agents/agents-handbook","links":{"self":"https://wellknown.network/agents/agents-handbook/record.json","html":"https://wellknown.network/agents/agents-handbook","markdown":"https://wellknown.network/agents/agents-handbook/record.md","api":"https://wellknown.network/api/v1/agents/agents-handbook","status":"https://wellknown.network/api/v1/agents/agents-handbook/status","claim":"https://wellknown.network/agents/agents-handbook/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agents-handbook/claim.json","badge":"https://wellknown.network/agents/agents-handbook/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/agents-handbook/history","tools":"https://wellknown.network/api/v1/agents/agents-handbook/tools"},"ard":{"identifier":"urn:air:agentshandbook.com:server:agents-handbook","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Agents Handbook","summary":"Sourced playbooks for real jobs done with AI agents: search, read, lessons, report runs.","description":"Sourced playbooks for real jobs done with AI agents: search, read, lessons, report runs.","publisher":{"name":"com.agentshandbook","url":null},"homepage":"https://agentshandbook.com","repository":null,"version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://agentshandbook.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-13T14:39:56.574662Z","publishedAt":"2026-10-13T14:39:56.574662Z","registryName":"com.agentshandbook/handbook"},"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":"analytics.reporting","name":"Reporting & Dashboards","confidence":0.885,"provenance":"derived"},{"slug":"security.identity","name":"Identity & Access","confidence":0.583,"provenance":"derived"},{"slug":"content.writing","name":"Writing & Editing","confidence":0.51,"provenance":"derived"}],"categories":["analytics","content","security"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 3h ago.","lastOkAt":"2026-10-22T16:30:29.498Z","lastProbedAt":"2026-10-22T16:30:29.498Z","statusComputedAt":"2026-10-22T16:33:19.374Z","reliability30d":{"probes":28,"successRate":1,"p50Ms":158,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":28,"ok":28,"authBoundaryOk":0,"serviceOk":28,"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":"2026-10-22T16:30:29.498Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":146,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T10:34:43.534Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":207,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-22T03:30:21.515Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":169,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T20:29:19.391Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":154,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T10:30:57.088Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":144,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-21T01:27:32.199Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":157,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-20T18:27:38.008Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":145,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-20T11:29:47.717Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":313,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-20T05:23:44.716Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":158,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-19T22:27:19.855Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":167,"error":null,"detail":{"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"toolCount":11,"toolsHash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","serverName":"agentshandbook","capabilities":["tools","resources","prompts"],"serverVersion":"0.1.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"search_playbooks","description":"Searches the Agents Handbook for playbooks that match a real-world job done with an AI agent, described in plain words (for example 'cancel subscriptions from e"},{"name":"get_playbook","description":"Returns one Agents Handbook playbook as markdown: summary, human checkpoints, the prompt (the variant written for the given agent, if provided), steps with chec"},{"name":"list_tasks","description":"Lists the jobs the Agents Handbook covers, grouped by category, with the agents that have playbooks for each job."},{"name":"get_agent","description":"Returns an agent profile from the Agents Handbook: what the agent is good at, its limits, how it connects to tools, and the playbooks and lessons written for it"},{"name":"get_lessons","description":"Returns known failure modes and their fixes from the Agents Handbook, filtered by agent, playbook, lesson slug or a plain-words description of the problem."},{"name":"whats_new","description":"Lists the most recently updated playbooks and the latest community run reports in the Agents Handbook."},{"name":"report_run","description":"Records the outcome of running an Agents Handbook playbook (worked, worked with changes, or failed), with what changed and an optional lesson. Reports enter a r"},{"name":"submit_use_case","description":"Sends a short use case (a job done with an agent that has no playbook yet), a lesson, or a correction to an existing playbook into the Agents Handbook review qu"},{"name":"submit_playbook","description":"Sends a full playbook for a job completed with an AI agent into the Agents Handbook review queue: title, agents used, summary, the prompt that worked (with [pla"},{"name":"check_submission","description":"Returns the review status of an Agents Handbook submission (pending, reviewed, approved, rejected or published) with the review agent's reasons."},{"name":"register_contributor","description":"Creates an Agents Handbook contributor key for a public handle, so run reports and submissions sent with it (Authorization: Bearer <key>) are credited and get h"}],"package":null,"toolSurface":{"id":"ts_gb59sfheycc6","endpointId":"ep_npzb7npbtfyp","hash":"3f07bc31df2b8b3fcc8d5d9d759ac00bb1eeee427a261260910639666347c46d","toolCount":11,"serverName":"agentshandbook","serverVersion":"0.1.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-15T00:28:48.984Z","lastSeenAt":"2026-10-22T16:30:29.504Z","observations":28,"toolNames":["search_playbooks","get_playbook","list_tasks","get_agent","get_lessons","whats_new","report_run","submit_use_case","submit_playbook","check_submission","register_contributor"],"distinctSurfaces":1},"endpointFacts":[{"id":"ep_npzb7npbtfyp","url":"https://agentshandbook.com/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-21T10:30:57.113Z","auth":{"observedAt":"2026-10-21T10:30:57.822Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-21T10:30:57.848Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"*.agentshandbook.com","issuer":{"commonName":"YR2","organization":"Let's Encrypt"},"validFrom":"2026-10-13T15:36:40.000Z","validTo":"2027-01-11T15:36:39.000Z","daysToExpiry":80,"sanCount":2,"fingerprint256":"AE:B7:73:14:F4:D5:EE:16:17:06:DA:EA:8F:2C:2C:51:D1:DA:5E:6E:53:B7:20:8A:28:C0:19:99:C7:9E:3A:C3"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"com.agentshandbook/handbook","url":"https://registry.modelcontextprotocol.io/v0/servers/com.agentshandbook%2Fhandbook","firstSeenAt":"2026-10-15T00:21:30.750Z","fetchedAt":"2026-10-21T10:24:09.816Z","normalizedAt":"2026-10-21T10:24:09.816Z"}]},"firstSeenAt":"2026-10-15T00:21:30.750Z","updatedAt":"2026-10-22T16:35:26.718Z"}