Python Dependency Manager MCP Server: Auto-update Docs Tool

Explore

Python Dependency Manager Companion MCP Server

A modular workflow system for automatically updating Python dependency manager documentation weekly

Developer tools Version control #Document Synchronization #Search Index #Automated Publishing #Security Update .Python

rating : 2.5 points

downloads : 6.2K

update time : 2025-07-31

Open Site

What is the Python Dependency Manager Documentation Update System?

This is an automated workflow system that regularly updates the documentation of Python dependency managers every week. It automatically completes document synchronization, search index updates, and final publishing through a series of modular workflows.

How to use this system?

The system runs fully automatically and is triggered automatically at 6 PM (ET) every Tuesday. Administrators can also manually test each module.

Use Cases

Suitable for teams that need to regularly maintain the documentation of Python dependency managers to ensure that the documentation is always up-to-date.

Main Features

Scheduled Automatic Updates

The entire document update process is automatically triggered at 6 PM every Tuesday

Modular Workflow

The update process is broken down into three independent modules: document synchronization, index update, and publishing

Security Mechanism

Multiple security measures such as signed commits and fixed third - party operations are adopted

Advantages

High degree of automation, reducing manual intervention

Modular design facilitates maintenance and expansion

Built - in security mechanism ensures the reliability of the process

Limitations

Currently only supports specific Python dependency managers

The update frequency is fixed at once a week

How to Use

Wait for Automatic Trigger

The system will automatically run the update process at 6 PM (ET) every Tuesday

Manual Testing (Optional)

Administrators can manually trigger each workflow for testing through the GitHub Actions interface

Monitor the Running Status

View the execution status and results of the workflow on the GitHub Actions page

Usage Examples

Test the Document Update Module

Test whether the document synchronization function works properly at an unscheduled time

Emergency Release and Fix

When a document error is found, manually trigger the complete update process

Frequently Asked Questions

How to modify the automatic trigger time?

Which Python dependency managers does the system support?

How to check the content of the last update?

Related Resources

CodeQL Security Analysis Documentation

Detailed description of the system's security mechanism

GitHub Actions Workflow Documentation

Official documentation for GitHub Actions

🚀 Python Dependency Manager Companion MCP Server

Stop getting out-of-date Python package manager commands from your AI. Cross-reference latest official pip, poetry, uv, and conda docs with auto-updates.

🚀 Quick Start for Agentic IDEs

Pull Docker Image

# Pin to commit hash for production security
# Get current hash from: https://hub.docker.com/r/keminghe/py-dep-man-companion/tags
docker pull keminghe/py-dep-man-companion@sha256:2c896dc617e8cd3b1a1956580322b0f0c80d5b6dfd09743d90859d2ef2b71ec6  # 2025-07-22 release example

# Or use latest for development
docker pull keminghe/py-dep-man-companion:latest

Add to your IDE's `mcp.json`

{
  "mcp": {
    "servers": {
      "python-deps": {
        "command": "docker",
        "args": ["run", "-i", "--rm", "keminghe/py-dep-man-companion"]
      }
    }
  }
}

Ask package manager questions

Ask questions like "How to migrate a conda project to uv?" and get accurate, current official syntax. [Watch Demo on YouTube]

✨ Features

Stop relying on outdated Python package manager commands from AI.
Cross - reference the latest official pip, poetry, uv, and conda docs with auto - updates.

🤝 Contributing

Use as template: [Create from template] for your own MCP server projects.
Contribute back: Fork and follow CONTRIBUTING.md for development setup.

🔧 Technical Details

Auto - Update Architecture

⏰ Every Tuesday 6pm ET
📚 Sync Official Docs
🔍 Rebuild Search Index
🐳 Publish Latest Image

🗺️ Roadmap

[ ] Add support for pipenv, pdm, pixi
[ ] Add comprehensive tests with 100% coverage
[ ] Add indexing support for PDF and CSV files

📦 Project Structure

python-dependency-manager-companion-mcp-server/
├── .github/workflows/            # Automation workflows
│   ├── auto-update-docs.yml      # Weekly docs update
│   ├── auto-update-index.yml     # Search index rebuild
│   ├── auto-update-publish.yml   # Multi-arch Docker publish
│   ├── auto-update.yml           # Combined automation
│   └── README.md                 # Workflow documentation
├── src/
│   ├── assets/               # Documentation source files
│   │   ├── conda/            # conda docs  
│   │   ├── pip/              # pip docs
│   │   ├── poetry/           # poetry docs
│   │   └── uv/               # uv docs
│   ├── index/                # Pre-built search index
│   ├── build_index.py        # Tantivy index builder
│   └── mcp_server.py         # FastMCP stdio server
├── Dockerfile                # Container build configuration
├── pyproject.toml            # Project dependencies and metadata
└── uv.lock                   # Locked dependencies