# @firsthandapi/mcp-server

> @firsthandapi/mcp-server — jjfisherdev-firsthandapi-mcp-server. Use this tool when you need to create and manage human-in-the-loop data collection jobs with automated AI quality scoring. It enables AI agents to collect and validate photos, audio, video, and screen recordings, solving data quality and collection challenges. Ideal for use cases requiring high-quality, human-validated data with automated scoring and feedback.

Canonical page: https://skillsregistry.net/skills/jjfisherdev-firsthandapi-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/jjfisherdev-firsthandapi-mcp-server

## Description

MCP server for FirstHandAPI that enables AI agents to create and manage human-in-the-loop data collection jobs (photos, audio, video, screen recordings) with automated AI quality scoring.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-04

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** media
- **Updated:** 2026-09-04

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/c4aldhuy6u)
- **Repository:** <https://github.com/jjfisherdev/firsthandapi-mcp-server>

## 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": "jjfisherdev-firsthandapi-mcp-server"
    }
  }
}
```

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

---
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