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firsthandapi-mcp-server

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MCP server for FirstHandAPI — your AI agent posts a capture job, real humans on 5 continents fill it, you get back scored + annotated files. Works keyless (signup tool included). npx @firsthandapi/mcp-server

MCP ServersOfficial Registry0 stars0 forksTypeScriptMITUpdated today
ClaudeWave Trust Score
95/100
Verified
Passed
  • Open-source license (MIT)
  • Actively maintained (<30d)
  • Clear description
  • Topics declared
  • Documented (README)
Last scanned: 8/22/2026
Install in Claude Code / Claude Desktop
Method: NPX · @firsthandapi/mcp-server
Claude Code CLI
claude mcp add firsthandapi -- npx -y @firsthandapi/mcp-server
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "firsthandapi": {
      "command": "npx",
      "args": ["-y", "@firsthandapi/mcp-server"],
      "env": {
        "FIRSTHAND_API_KEY": "<firsthand_api_key>"
      }
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
Detected environment variables
FIRSTHAND_API_KEY
Use cases

MCP Servers overview

# @firsthandapi/mcp-server — FirstHandAPI MCP Server

## Zero-to-job for agents (bootstrap mode)

No API key yet? Start the server anyway — it exposes a single `signup` tool:

```bash
npx @firsthandapi/mcp-server        # no env var needed
```

Call `signup` with an `org_name` and `email` to receive an API key and $2.50
in free credits (the key is shown once — save it), then restart configured:

```bash
claude mcp add firsthandapi -e FIRSTHAND_API_KEY=fh_live_... -- npx @firsthandapi/mcp-server
```

With the key set, all 7 job tools unlock: `create_job`, `create_job_and_wait`,
`get_job`, `list_jobs`, `get_job_files`, `cancel_job`, `get_credits`.


Official [MCP](https://modelcontextprotocol.io) server for [FirstHandAPI](https://firsthandapi.com) — human-in-the-loop (HITL) crowdsourced data collection. Enables Claude Code, Cursor, and other AI agents to collect photos, audio, video, and screen recordings from real human workers with automated AI quality scoring.

Use cases: UGC collection, ground truth data for AI evaluation, LLM training data for multimodal models.

## Installation

```bash
npm install @firsthandapi/mcp-server
```

## Configuration

### Claude Code
```json
{
  "mcpServers": {
    "firsthand": {
      "command": "npx",
      "args": ["@firsthandapi/mcp-server"],
      "env": {
        "FIRSTHAND_API_KEY": "fh_live_your_key_here"
      }
    }
  }
}
```

### Cursor
Add to `.cursor/mcp.json`:
```json
{
  "firsthand": {
    "command": "npx @firsthandapi/mcp-server",
    "env": { "FIRSTHAND_API_KEY": "fh_live_..." }
  }
}
```

## Tools

| Tool | Description |
|------|-------------|
| `create_job` | Post a content collection job |
| `get_job` | Get job status and details |
| `create_job_and_wait` | Post a job and wait for completion |
| `list_jobs` | List all jobs with filters |
| `cancel_job` | Cancel an open job |
| `get_job_files` | Get approved files with download URLs |
| `get_credits` | Check credit balance |

All job creation tools accept an optional `location` parameter: `{ city, state }` for text-based or `{ latitude, longitude, radius_km }` for coordinate-based constraints.

## Environment Variables

- `FIRSTHAND_API_KEY` (required) — Your API key
- `FIRSTHAND_BASE_URL` (optional) — API base URL (default: https://api.firsthandapi.com)
- `FIRSTHAND_TIMEOUT_MS` (optional) — Request timeout (default: 30000)

## License

Proprietary
ai-agentsclaudeclaude-codedata-collectionhuman-in-the-loopmcpmcp-servermodel-context-protocoltraining-data

What people ask about firsthandapi-mcp-server

What is jjfisherdev/firsthandapi-mcp-server?

+

jjfisherdev/firsthandapi-mcp-server is mcp servers for the Claude AI ecosystem. MCP server for FirstHandAPI — your AI agent posts a capture job, real humans on 5 continents fill it, you get back scored + annotated files. Works keyless (signup tool included). npx @firsthandapi/mcp-server It has 0 GitHub stars and its last recorded update is dated 2026-08-21.

How do I install firsthandapi-mcp-server?

+

You can install firsthandapi-mcp-server by cloning the repository (https://github.com/jjfisherdev/firsthandapi-mcp-server) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is jjfisherdev/firsthandapi-mcp-server safe to use?

+

Our security agent has analyzed jjfisherdev/firsthandapi-mcp-server and assigned a Trust Score of 95/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains jjfisherdev/firsthandapi-mcp-server?

+

jjfisherdev/firsthandapi-mcp-server is maintained by jjfisherdev. The last recorded GitHub activity is dated 2026-08-21, with 0 open issues.

Are there alternatives to firsthandapi-mcp-server?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

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