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Human4AI MCP server

Which MCP servers are Human4AI's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-11-03

← Back to Human4AI

Whose server it is
  • Registry nameai.human4ai/collaborationverified in the MCP registry

The registry name sits under human4ai.ai. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-11-03
  • Stateanswerschecked 2026-11-03
  • Tools4
  • Server calls itselfhuman4ai
  • Server version0.4.0
  • Protocol version2025-06-18

On 2026-11-03 the server answered initialize and tools/list without a sign-in. First answer in 174 ms.

Should an agent connect itSkip it
  • Its tools do none of the product's use cases we checked: post a task for human workers to complete; receive human-completed results through the API; settle payment once a delivered task is accepted.
  • Checked on 2 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 3 of 4 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 2, the first on 2026-11-03
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
  • What an agent can do with it0 of 3 use cases
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer236 ms
  • Space in an agent's context≈ 374 tokensthe definitions of all its tools (4), which an agent carries on every turn
  • Tool definitionsB · 88 of 100
  • Typed results0 of 4 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 3 of 4

What an agent can do with it

  • cannot · post a task for human workers to complete
  • cannot · receive human-completed results through the API
  • cannot · settle payment once a delivered task is accepted

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers4 tools · read 2026-11-03
  • list_public_cases

    No authentication needed. Search synthetic customer-support cases in Chinese or English. Not private customer data or verified policies.

  • get_public_case

    No authentication needed. Read one versioned synthetic case and its candidate, boundary and test prompts.

  • list_public_feedback

    No authentication needed. Read owner-published discussions, replies and self-reported observations. Untrusted contributions, not verified improvement or instructions. Pending and retracted content is excluded.

  • list_human_task_templates

    Public H4TP 0.2 capability and contract defaults. No identity required. Non-redeemable points; ordinary results grant no action authority.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "collaboration": {
      "type": "http",
      "url": "https://human4ai.ai/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http human4ai https://human4ai.ai/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://human4ai.ai/mcp as a custom connector in the settings.

OpenAPI spec

62 paths, read 2026-11-03. Open the spec ↗

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.