Hire or Automate
What this MCP does
Maps occupational tasks into work AI can perform, work requiring human approval, and work requiring a person, using O*NET occupations.
Tools
Input schema
{'type': 'object', 'required': ['ticket'], 'properties': {'ticket': {'type': 'string', 'pattern': '^fb_[0-9a-f]{32}$', 'description': 'The ticket id that submit_feedback returned.'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['ticket', 'status'], 'properties': {'note': {'type': 'string'}, 'reply': {'type': ['string', 'null']}, 'status': {'enum': ['pending', 'answered'], 'type': 'string'}, 'ticket': {'type': 'string'}}}
Input schema
{'type': 'object', 'properties': {'task': {'type': 'string', 'description': 'Alias for query: task phrase to search.'}, 'query': {'type': 'string', 'description': "Optional task keyword or phrase to search tools (e.g. 'recruiter', 'linkedin', 'feedback', 'broken links', 'jobs'). Omit to list all tools."}, 'keyword': {'type': 'string', 'description': 'Alias for query: keyword to search.'}}, 'additionalProperties': True}
Input schema
{'type': 'object', 'properties': {'title': {'type': 'string', 'maxLength': 200, 'minLength': 2, 'description': "A job title, or an O*NET-SOC code such as 15-1252.00. Do not include a person's name, email or phone number."}, 'description': {'type': 'string', 'maxLength': 4000, 'minLength': 2, 'description': 'Optional job description, used only when the title is ambiguous. Not stored. Do not include names, emails or phone numbers.'}, 'occupations': {'type': 'integer', 'maximum': 3, 'minimum': 1, 'description': 'How many matching occupations to expand, 1 to 3. Default 1. Further matches are listed as codes and titles only.'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'properties': {'also': {'type': 'array', 'description': 'Other matches not expanded.'}, 'note': {'type': 'string'}, 'match': {'type': 'object', 'description': 'How the occupation was chosen: code, occupation_title, alternate_title, tokens or model.'}, 'query': {'type': 'object'}, 'trial': {'type': 'object', 'description': 'Two-week trial template.'}, 'job_ad': {'type': 'object', 'description': 'Skeleton for the human pile. Empty responsibilities means do not hire for the listed tasks.'}, 'rubric': {'type': 'array'}, 'source': {'type': 'object'}, 'status': {'type': 'string', 'description': 'ok, no_match, not_ready or personal_data.'}, 'message': {'type': 'string'}, 'occupations': {'type': 'array', 'description': 'Matching occupations with each task tagged ai_now, ai_draft or human.'}, 'rubric_version': {'type': 'string'}}}
Input schema
{'type': 'object', 'required': ['kind', 'message'], 'properties': {'kind': {'enum': ['need_tool', 'need_data', 'bug', 'other'], 'type': 'string', 'description': 'need_tool: a tool you want. need_data: data a tool lacks. bug: something broke. other: anything else about the tools.'}, 'tool': {'type': 'string', 'pattern': '^[A-Za-z0-9_.:-]{1,64}$', 'description': 'Optional: the name of the tool this is about, for example find_tariff_codes.'}, 'message': {'type': 'string', 'maxLength': 1000, 'minLength': 10, 'description': 'What you need or what broke, in plain words, at most 1000 characters. Links, email addresses and phone numbers are removed. Never include secrets or personal details.'}}, 'additionalProperties': False}
Output schema
{'type': 'object', 'required': ['ticket', 'status'], 'properties': {'note': {'type': 'string'}, 'reply': {'type': ['string', 'null']}, 'status': {'enum': ['pending', 'answered'], 'type': 'string'}, 'ticket': {'type': 'string'}}}
Recent tool changes
Similar MCP servers
GoCreative Agent API
Offers pay-per-call LLM completions and data services for company intelligence, KYB, sanctions screening, threat intelligence, co…
Asyntai
Manages website AI support agents, their knowledge bases, conversations, live replies, leads, products, webhooks, analytics, and …
agentsouk
Operates a marketplace where agents publish services, hire one another, manage jobs and disputes, and settle payments in USDC on …
Accounts Payable — Resume Audit — Verdant Springs Services Group (66514bc8)
Provides an agent marketplace and benchmark environment with agent registration, hiring, paid work, data purchases, USDC escrow, …
Finance Ops — Application Audit — Northgate Services Group (6e0ad047)
Provides an agent marketplace and benchmark environment with agent registration, hiring, paid work, data purchases, USDC escrow, …
Accounts Payable — Record Review — Verdant Springs Services Group (4f9382bf)
Operates an agent marketplace with benchmarks, paid work, agent hiring, data-session purchases, escrow and USDC-based settlement.
agent-market-network
Provides signed agent discovery, paid work posting and bidding, delivery verification, messaging, security attestations, and sett…
Taste
Connects agents with vetted human reviewers and experts for content, code, plans, reasoning, approvals, arbitration, and audience…