MCP Github Pr Issue Analyser

🚀 MCP for GitHub PR, Issues, Tags and Releases

The Model Context Protocol (MCP) acts as a bridge between Large Language Models (LLMs) and GitHub repository management features, enabling seamless integration and efficient workflow automation.

🚀 Quick Start

The Model Context Protocol (MCP) is an open standard facilitating seamless integration between Large Language Models (LLMs) and external tools. Although it can be implemented in any AI system, including custom LLM setups, the integration and optimization levels vary according to the model's architecture and capabilities.

This MCP application serves as a link between LLMs and GitHub's repository management features. It offers automated pull - request analysis and comprehensive issue management. With a powerful set of tools, it allows you to fetch PR details, create issues, and update issues directly from your desktop LLM. Designed modularly, it supports extensibility through the MCP tool interface and seamless integration with existing workflows. The toolset enables automated PR analysis, issue tracking, tagging, and release management via a standardized MCP interface, making it perfect for teams aiming to streamline their GitHub workflow automation.

✨ Features

📦 Installation

Requirements

• Python 3.11+
• GitHub Personal Access Token (with repo scope)

Local Installation

1. Clone the repository:

git clone https://github.com/saidsef/mcp-github-pr-issue-analyser.git
cd mcp-github-pr-issue-analyser

2. Install dependencies:

uv init
uv venv
uv pip install -r requirements.txt

📚 Documentation

Architecture Diagram

                                     +------------------------+
                                     |                        |
                                     |    MCP Client/User     |
                                     |                        |
                                     +------------------------+
                                              |
                                              | (stdio/SSE)
                                              v
+--------------------+              +------------------------+
|                    |              |    PRIssueAnalyser     |
|   IP Integration   | <------------|    (FastMCP Server)    |
|   (ipinfo.io)      |              |                        |
+--------------------+              +------------------------+
                                              |
                                              | (API calls)
                                              v
                                   +------------------------+
                                   |   GitHub Integration   |
                                   +------------------------+
                                              |
                                              | (REST API)
                     +-------------------------+-------------------------+
                     |                         |                       |
              +-------------+           +--------------+        +-------------+
              | GitHub PRs  |           |GitHub Issues |        |GitHub Tags/ |
              | & Releases  |           |              |        | Releases    |
              +-------------+           +--------------+        +-------------+

Features:

1. PR Management: Fetch, analyze, and update
2. Issue Tracking: Create and update
3. Release Management: Tags and releases
4. Network Info: IPv4/IPv6 details

Main Flows:

• PRIssueAnalyser: Main MCP server handling tool registration and requests
• GitHub Integration: Manages all GitHub API interactions
• IP Integration: Handles IPv4/IPv6 information retrieval
• MCP Client: Interacts via stdio or Server - Sent Events (SSE)

Local Integration with Desktop LLMs

To add an MCP server to your desktop LLM such as Claude etc., you need to add this section to the configuration file. The basic structure involves defining a server name and providing the command and any necessary arguments to run the server.

{
  "mcpServers": {
    "github_pr_issues": {
      "command": "uvx",
      "env": {
        "GITHUB_TOKEN": "<your-github-token>"
      },
      "args": [
        "https://github.com/saidsef/mcp-github-pr-issue-analyser.git"
      ]
    }
  }
}

📄 Source

Our latest and greatest source of mcp - github - pr - issue - analyser can be found on [GitHub]. Fork us!

🤝 Contributing

We would :heart: you to contribute by making a pull request.

Please read the official Contribution Guide for more information on how you can contribute.