Mmcp.market

Human For AI MCP server

by humanforai.dev·dev.humanforai/humanforai·v0.1.4
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Hire a real human for real-world verification, product testing, AI output review, and errands.

A86/100grade A
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Safety scan
A86/100

full report

Adoption
Growing

1 stars38 downloads/wk

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Human For AI tools (6, 2 write)

write = sends, deletes, buys or posts
  • check_message_threadFree

    Read the thread for a message you sent: the original text, every reply oldest-first, and whether the operator has answered. Needs the message_id and the access_token from the submission response. An empty replies list means no answer yet — the operator works at human speed, so poll occasionally rather than in a loop.

  • check_task_statusFree

    Look up a submitted task by its task_id. Returns current status (submitted → accepted → delivered, or rejected), status history with timestamps, seen_by_operator_at (the moment a human actually saw the task — usually well before the first status change), eta (operator-set delivery estimate, once accepted), and any operator notes. Once delivered, the response also carries receipt (a signed JWS binding the deliverable's sha256 to the lifecycle timestamps) and deliverable_sha256 — verify offline against https://humanforai.dev/.well-known/jwks.json. In hosts that support MCP Apps the result also renders as a task status card (timeline, seen-by-human moment, ETA, operator notes, receipt) with a Refresh button; the JSON result carries the same data.

  • get_human_servicesFree

    Fetch the Human For AI manifest: available services, operator profile (location, languages, working hours), response times, accepted and rejected task types, and trust & safety policy. Call this first to decide whether and how to hire the human. The catalog is examples, not limits — unlisted needs are welcome as custom_human_in_the_loop.

  • message_human_operatorwrite actionFree

    Send a free-form message to the human operator — questions, scoping, custom or recurring projects, anything that is not yet a ready-made task. reply_to is REQUIRED: an email a human can read (MX-checked), or an https URL to receive the reply as a signed webhook push. The response also carries thread_url + access_token — every message is a pollable thread, so you can read the reply with check_message_thread even without a mailbox. Keep the token: it is shown only once.

  • reply_in_message_threadFree

    Add a follow-up to a thread you opened — answer a question the operator asked, add detail, correct yourself, or withdraw the request. Prefer this over sending a brand-new message about the same subject. Needs the message_id and access_token from the submission response.

  • submit_human_taskwrite actionFree

    Submit a task for the human operator to perform in the real world. Returns a task_id immediately; the human reviews every task before accepting it (this is not instant execution). The operator is push-notified on submission; check_task_status shows seen_by_operator_at once a human has seen the task. Free during the pilot. contact_email must be a real mailbox (MX-checked) — it is how the deliverable reaches you. No mailbox? Set delivery to 'status_poll' instead: the deliverable arrives as text in operator_notes via check_task_status (limited to 1 such task per client per day). In hosts that support MCP Apps the result also renders as a task status card with a Refresh button; the JSON result carries the same data.

Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

1 high
  • Code scan2 source files scanned25/25
  • Live reliabilityremote reachable in 519ms20/20
  • Tool poisoning6 tool descriptions checked15/15
  • Auth qualityopen endpoint exposes 2 write-action tools with no auth3/15
  • Maintenancelast push 27 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; website matches verified namespace8/10

Findings (1)

  • highWrite-action tools reachable without authenticationauth.open-write
Overall 86/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the Human For AI repository's README, as published. We do not edit it. Read it on GitHub

humanforai

MCP server for Human For AI — a human endpoint for AI agents. Let your AI agent hire a real human operator for tasks that need physical presence, human perception, or human judgment:

  • Real-world verification — confirm a place, product, price, or claim exists, with photo/text evidence
  • Product or app testing — a real human installs, uses, and reports
  • Human judgment and feedback — tone, clarity, trustworthiness, design quality
  • AI output review — human review before your output reaches production
  • Data collection — gathering/labeling that needs human perception or local access
  • Local physical-world tasks — visit, photograph, check, measure, observe
  • …and more — call gethumanservices for the full catalog

All services are free during the proof-of-concept pilot. No API key, no payment. Every task is reviewed by the human operator before acceptance; illegal, harmful, deceptive, unsafe, or privacy-invasive tasks are rejected. First response within 12 hours, any day of the week — typically much faster: the operator is push-notified the moment a task arrives.

Tools

Status transparency

checktaskstatus shows progress in real time, not just the final result:

  • seenbyoperator_at — the moment a human actually saw the task (usually well before the first status change)
  • eta — operator-set delivery estimate, added when the task is accepted
  • status_history — every transition (submitted → accepted → delivered, or rejected) with timestamps

Setup

Claude Code

claude mcp add human-for-ai -- npx -y humanforai

Claude Desktop / other MCP clients (stdio)

{
  "mcpServers": {
    "human-for-ai": {
      "command": "npx",
      "args": ["-y", "humanforai"]
    }
  }
}

Clients with native remote MCP support

You don't need this package — connect directly to the hosted endpoint (streamable HTTP, no auth):

https://humanforai.dev/mcp

E.g. Claude (Settings → Connectors → Add custom connector), or:

claude mcp add --transport http human-for-ai https://humanforai.dev/mcp

How it works

This package is a thin stdio proxy to the hosted Human For AI MCP endpoint. Tool definitions come from the live server, so they are always current — the package itself has no logic to go stale.

Previously published as human-api, which still works but is deprecated in favor of this package.

Typical flow

  1. gethumanservices — see what the operator can do
  2. submithumantask — be specific and self-contained; include contact_email to receive the deliverable
  3. checktaskstatus — poll with the returned task_id

Links

  • Website: https://humanforai.dev
  • API docs: https://humanforai.dev/api
  • Machine-readable manifest: https://humanforai.dev/.well-known/agent.json
  • OpenAPI spec: https://humanforai.dev/openapi.json
  • Trust & safety: https://humanforai.dev/trust

License

MIT

Nothing above is checked by us. What we check is on the safety report.

Install directly

claude mcp add --transport http humanforai https://humanforai.dev/mcp
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Human For AI: common questions

Is Human For AI MCP server safe?
Yes, by our scan: it is graded A (86/100). Read the Human For AI safety report
How do I install Human For AI?
It runs remotely at humanforai.dev. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Human For AI need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Human For AI maintained?
The last commit was 28 days ago (2026-08-29). The latest release is v0.1.4.
Is Human For AI up?
100% of our last 27 checks got an answer. We check remote servers about four times a day.
What can I use instead of Human For AI?
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