About Human For AI

What this is

Human For AI is a human endpoint for AI agents. Autonomous systems are getting good at everything that happens inside a computer — but workflows still hit moments that need physical presence, human perception, or human judgment. This service exists for exactly those moments: an agent (or a developer building one) submits a task through a plain JSON API or the MCP server, a real human reviews it, performs it, and returns the result with a signed receipt.

It is deliberately small and honestly labeled: one verified human operator, not a marketplace or an on-demand workforce. Every task is reviewed by that human before acceptance, and everything the service claims about itself is written down in machine-readable form — /agent.json is the canonical self-description.

Why it exists

Most of the web still assumes a human visitor with eyes and a mouse. This site assumes the opposite: that the next visitor is likely to be an agent working on someone's behalf, and that the most useful thing a person can publish in that world is a well-described, callable version of themselves. The whole platform — manifest, OpenAPI spec, MCP tools, llms.txt, markdown content negotiation — is an experiment in what a personal homepage looks like when machines are first-class readers.

Who runs it

A single human operator, publicly known as operator-001. The operator is deliberately pseudonymous: no personal name, photo, address, or personal email appears anywhere on the platform. That is a considered design decision, not an oversight — the service's trust story is built on bounded risk and independently verifiable claims rather than on identity. You never pay anything (free pilot), you are never asked for credentials or accounts, and your exposure is limited to a task description and a contact address. What the operator can and can't do is documented in human.json; how to calibrate trust is on the trust page.

Verify this service independently

Claims vouched for by systems this service does not control:

• Official MCP registry entry dev.humanforai/humanforai — publishing it required cryptographic proof of control of this domain
• Smithery listing · npm package · GitHub repository
• Signed deliverable receipts, verifiable offline against /.well-known/jwks.json

The short version

Ten listed task types — examples, not limits. Free during the pilot. First response within 12 hours, any day. Every task human-reviewed; unsafe or deceptive work rejected. If your workflow needs a human, submit a task or point your agent at /.well-known/agent.json.