# QMCP

> Use this tool when you need to manage automated tasks that require human approval and persistence, or to enable tool discovery and invocation history for workflows. It provides a Python client and CLI interface for interacting with the server, accepting inputs such as task requests and producing outputs like invocation history and approval status. Ideal for use cases involving human-in-the-loop interaction and automated task management.

Canonical page: https://skillsregistry.net/skills/quaternionmedia-qmcp  
JSON: https://api.skillsregistry.net/v1/skills/quaternionmedia-qmcp

## Description

A FastAPI-based Model Context Protocol server that enables tool discovery, invocation history, and human-in-the-loop interaction workflows. It features a Python client and CLI for managing automated tasks that require manual approval and persistence.

## Trust

- **Trust score (0–1):** 0.82
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/fzc4hf3iib)
- **Repository:** <https://github.com/quaternionmedia/qmcp>

## 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": "quaternionmedia-qmcp"
    }
  }
}
```

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