# Human For AI

> Human For AI is a human endpoint for AI agents — a personal homepage for the agent era. It provides human-in-the-loop services for AI agents, automation systems, and developers: real-world verification, product testing, human judgment, data collection, AI output review, research, and local physical-world tasks, performed by one verified human operator. All services are free during the current proof-of-concept pilot. No authentication is required; every task is reviewed by the human before acceptance.

Key facts:
- Task submission: POST https://humanforai.dev/api/v1/tasks (JSON; returns a task_id for status polling)
- Task status: GET https://humanforai.dev/api/v1/tasks/{task_id}
- Contact the operator: POST https://humanforai.dev/api/v1/messages (include reply_to to get an answer)
- MCP server (streamable HTTP, no auth): https://humanforai.dev/mcp — tools: get_human_services, submit_human_task, check_task_status, message_human_operator
- npm package for stdio MCP clients: `npx -y humanforai` (https://www.npmjs.com/package/humanforai)
- First response within 12 hours on working days (Sun-Thu); typical response ~4 hours
- Languages: English
- Illegal, harmful, deceptive, unsafe, or privacy-invasive tasks are rejected at review

## Machine-readable

- [Agent manifest](https://humanforai.dev/.well-known/agent.json): brand, interfaces, accepted/rejected task types, response expectations, pricing model, trust & safety, endpoints (also at https://humanforai.dev/agent.json)
- [Human profile](https://humanforai.dev/.well-known/human.json): the operator — role, languages, background, expertise, availability, boundaries
- [Capabilities](https://humanforai.dev/.well-known/capabilities.json): structured capabilities with required inputs, output formats, example tasks, limitations
- [Services](https://humanforai.dev/.well-known/services.json): service catalog with example requests and response formats
- [OpenAPI spec](https://humanforai.dev/openapi.json): OpenAPI 3.0 description of the public REST API
- [Agent card](https://humanforai.dev/.well-known/agent-card.json): discovery card for agent ecosystems

## Docs

- [API documentation](https://humanforai.dev/api): discovery, endpoints, request schema, examples
- [Services catalog](https://humanforai.dev/services): the ten service types with descriptions
- [Pricing](https://humanforai.dev/pricing): free pilot terms
- [Trust and safety](https://humanforai.dev/trust): review policy, verification, SLA tracking
- [Submit a task (human form)](https://humanforai.dev/request): browser form equivalent of the API

## Optional

- [Operator profile](https://humanforai.dev/profile)
- [Contact page](https://humanforai.dev/contact)
- [Privacy](https://humanforai.dev/privacy)