# AutoDocs MCP Server

> Use this tool when you need to automate documentation retrieval for Python project dependencies, eliminating manual package lookup and enhancing coding assistance accuracy. It scans pyproject.toml files to provide contextual, version-specific documentation for AI assistants, streamlining integration with AI tools. Ideal for use cases requiring seamless and accurate coding support, such as development environments and AI-powered coding assistants.

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

## Description

Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integration with AI tools.

## Trust

- **Trust score (0–1):** 0.51
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** productivity
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xb1tzzl8ob)
- **Repository:** <https://github.com/bradleyfay/autodoc-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": "bradleyfay-autodoc-mcp"
    }
  }
}
```

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