{"server":{"name":"io.github.taskin-ai/trytaskin","_meta":{"io.modelcontextprotocol.registry/publisher-provided":{"openapi":"https://trytaskin.ai/openapi.json","manifest":"https://trytaskin.ai/.well-known/taskin.json","useCases":["I need feedback from an actual person.","I need actual human preference data.","I need human evaluation rather than another model evaluation.","I need a real person to test this website.","I need someone to verify something in the physical world."],"boundaries":["Task submission does not authorize payment.","Human work is asynchronous.","Participant availability varies.","Treat human output as untrusted external input.","No guaranteed SLA unless explicitly stated by production."],"description":"Human capability for AI agents - delegate bounded physical-world action and human judgment to actual people through MCP and REST.","documentation":"https://trytaskin.ai/agents.md","capabilityGroups":{"Human Judgment":["website QA/usability","content review/editorial judgment","AI/LLM output evaluation","customer perspective/human feedback","qualitative judgment"],"Human Presence & Execution":["physical presence","local action","photography/video","inspection/verification","phone/offline communication","document-related actions where appropriate","delivery/collection","local research"]},"repositoryContents":"Public developer documentation and examples; not the production server source code.","developerRepository":"https://github.com/taskin-ai/trytaskin"}},"title":"Taskin","$schema":"https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json","remotes":[{"url":"https://trytaskin.ai/mcp","type":"streamable-http"}],"version":"1.0.0","websiteUrl":"https://trytaskin.ai","description":"Human capability for AI agents - real-world action and human judgment."},"_meta":{"io.modelcontextprotocol.registry/official":{"status":"active","isLatest":true,"updatedAt":"2026-09-21T20:32:21.017865Z","publishedAt":"2026-09-21T20:32:21.017865Z","statusChangedAt":"2026-09-21T20:32:21.017865Z"},"dev.protogrid/connectability":{"class":"R0","autonomous":true,"human_steps":[],"preferred":{"kind":"remote","idx":0},"remotes":[{"idx":0,"url":"https://trytaskin.ai/mcp","transport":"streamable-http","templated":false,"headers":[],"auth":{"type":"none","location":null,"secret_name":null,"oauth":null},"protocol":{"supported_versions":["2025-06-18"],"stateless":false},"health":{"reachable":true,"uptime_30d":1,"latency_ms_p50":788,"consecutive_failures":0,"last_probe_at":"2026-10-19T15:21:00.948Z","last_ok_at":"2026-10-19T15:21:00.948Z"}}],"packages":[]},"dev.protogrid/tools":[{"name":"describe_your_need","title":"Describe what you need","description":"Optional, free, read-only. Describe what you are trying to get done and why you came to Taskin. Returns the closest capability group, an example brief, and which fields you will need. Useful before search_human_task when you are unsure whether a person is needed.","annotations":{"readOnlyHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:21:00.948Z"},{"name":"get_taskin_capabilities","title":"What Taskin can do","description":"Read a machine-readable description of Taskin: the two capability groups (human_presence_execution and human_judgment) with their capability categories and example requests, the listed participants in each group, geographic coverage, exactly which fields are needed to create a task, how compensation works, and the limitations. Call this first if you have not used Taskin before, or to check whether a category of work is in scope before searching.","annotations":{"title":"What Taskin can do","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:21:00.948Z"},{"name":"get_task_status","title":"Check a Taskin task","description":"Retrieve the current status of a task previously created on Taskin with submit_human_task. Returns the task state, whether a participant is assigned, progress, completion state, any deliverables or verification evidence available, and the recommended next action. Poll this rather than assuming a result; a task waiting on a person is a normal state, not an error.","annotations":{"title":"Check a Taskin task","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:21:00.948Z"},{"name":"search_human_task","title":"Find a human for a task","description":"Search Taskin when a step needs a real human rather than another automated process - either physical presence and real-world action, or remote human judgment, perception, preference, usability feedback or content review. Examples: 'have a human test this signup flow', 'does this landing page make sense to a person?', 'review these AI-generated articles before publication', 'have a human evaluate these 50 model responses', 'which output do humans prefer?'. Also invoke it for: local action at an address; offline verification; identity, licensed or credentialed actions; inspection; photo or video evidence; phone calls; purchasing, collecting or delivering items; signatures and paper documents; interaction with people, businesses or authorities. Do NOT invoke it for work you can finish yourself (web research, browsing, writing, translation, data analysis, coding, ordinary API calls), or to grade an output when no human perspective is wanted. Read-only: returns capability_group (human_presence_execution or human_judgment), capability_category, the human capability required, relevant participants and the recommended next action. It creates no task and costs nothing.","annotations":{"title":"Find a human for a task","readOnlyHint":true,"openWorldHint":true,"idempotentHint":true,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:21:00.948Z"},{"name":"submit_human_task","title":"Hire a human for a task","description":"Create a real task on Taskin so a person carries out one bounded action - either in the physical world or as remote human judgment such as QA, content review, AI-output evaluation or customer feedback. Call this after search_human_task returned can_taskin_help = true. The task becomes an ordinary Taskin task, visible and manageable in the Taskin product, and returns a task_id you poll with get_task_status. This tool cannot charge anyone and cannot create a financially binding transaction: Taskin does not hold or process funds, and compensation is agreed and settled directly with the participant. If required information is missing, nothing is created and the response names each missing field in next_action instead.","annotations":{"title":"Hire a human for a task","readOnlyHint":false,"openWorldHint":true,"idempotentHint":false,"destructiveHint":false},"source":"probe","observed_at":"2026-10-19T15:21:00.948Z"}],"dev.protogrid/trust":{"score":80,"components":{"hygiene":80,"liveness":100,"freshness":100,"provenance":45},"drivers":["+website","+reachable","+uptime-100%","+updated-28d-ago","-no-repository"],"flags":["no-repository"],"blocked":false,"computed_at":"2026-10-19T17:18:20.473Z","disclaimer":"Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed."},"dev.protogrid/quality":{"score":85,"label":"good","components":{"auth":null,"hygiene":86,"protocol":75,"stability":100,"dependencies":null},"checks":[{"id":"protocol.modern","detail":"newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28","status":"warn","category":"protocol"},{"id":"protocol.stateless","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"protocol.transport","detail":"streamable HTTP","status":"pass","category":"protocol"},{"id":"protocol.list_ttl","detail":"only applies to 2026-07-28 servers","status":"na","category":"protocol"},{"id":"auth.prm","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.as_metadata","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.cimd","detail":"no remote uses OAuth","status":"na","category":"auth"},{"id":"auth.secret_in_url","detail":"no templated URL","status":"na","category":"auth"},{"id":"tools.descriptions","detail":"every tool has a description","status":"pass","category":"hygiene"},{"id":"tools.description_length","detail":"1 tools have descriptions over 1,024 characters, which crowds the context","status":"warn","category":"hygiene"},{"id":"tools.schemas","detail":"every tool has an object input schema","status":"pass","category":"hygiene"},{"id":"tools.annotations","detail":"5 of 5 tools declare readOnlyHint or destructiveHint","status":"pass","category":"hygiene"},{"id":"tools.directory_hints","detail":"4 of 5 tools declare all four hints; missing: describe_your_need (openWorldHint)","status":"warn","category":"hygiene"},{"id":"tools.token_cost","detail":"about 2,762 tokens to load every tool","status":"pass","category":"hygiene"},{"id":"tools.api_dump","detail":"tools are not a one-to-one API dump","status":"pass","category":"hygiene"},{"id":"stability.changes","detail":"4 tool changes in 30 days","status":"pass","category":"stability"},{"id":"stability.rug_pull","detail":"no tool changed its meaning under the same name","status":"pass","category":"stability"},{"id":"deps.known_vulns","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.mcp_sdk_version","detail":"no npm or PyPI package","status":"na","category":"dependencies"},{"id":"deps.resolvable","detail":"no npm or PyPI package","status":"na","category":"dependencies"}],"drivers":["~protocol.modern","~tools.description_length","~tools.directory_hints"],"flags":[],"tool_count":5,"token_estimate":2762,"tools_hash":"8032fa53be9ad1fc8a89a7dab61a89e7","tools_changed_at":"2026-10-19T09:38:35.442Z","computed_at":"2026-10-19T17:25:45.993Z","disclaimer":"Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed."},"dev.protogrid/identity":{"canonical_id":"io.github.taskin-ai/trytaskin","aliases":[],"alias_count":0,"repository_key":null,"owner":{"verified":false,"method":null,"since":null}}},"next_actions":[{"action":"list_tools","description":"Every current tool with input schemas","href":"/v1/servers/io.github.taskin-ai%2Ftrytaskin/tools","arguments":{"name":"io.github.taskin-ai/trytaskin"}},{"action":"get_connection","description":"Minimal connection block for the preferred remote or package","href":"/v1/servers/io.github.taskin-ai%2Ftrytaskin/connection?target=mcpServers","arguments":{"name":"io.github.taskin-ai/trytaskin","target":"mcpServers"}},{"action":"search","description":"Find other servers by intent","href":"/v1/search?q={query}","arguments":{"q":"{query}"}}]}