# humanforai

> humanforai — humanforai-humanforai-mcp. Use this tool when you need to outsource tasks that require human intervention, such as data collection or physical-world interactions, to augment AI capabilities. It solves problems like verification, testing, and tasks that demand human perception or judgment, by connecting AI agents with real human operators. This tool accepts task requests as input and returns completed tasks or verified data as output, ideal for use cases where AI alone is insufficient.

Canonical page: https://skillsregistry.net/skills/humanforai-humanforai-mcp  
JSON: https://api.skillsregistry.net/v1/skills/humanforai-humanforai-mcp

## Description

Enables AI agents to hire real human operators for tasks requiring physical presence, human perception, or judgment, such as verification, testing, data collection, and physical-world tasks.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/bj7k9a6u0a)
- **Repository:** <https://github.com/humanforai/humanforai-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "humanforai-humanforai-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/humanforai-humanforai-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/humanforai-humanforai-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt