What is Mcp Github Pr Issue Analyser

mcp-github-pr-issue-analyser is an MCP application that analyzes GitHub pull requests and manages issues, providing tools for automating workflows related to GitHub repositories.

Use cases

Use cases include automating the process of managing pull requests and issues, integrating with CI/CD pipelines, and improving collaboration among development teams by streamlining issue tracking and updates.

How to use

To use mcp-github-pr-issue-analyser, you need to have Python 3.11+ and a GitHub Personal Access Token with ‘repo’ scope. After setting up the environment, you can utilize functions like fetching pull request details, creating and updating issues directly from your desktop LLM.

Key features

Key features include fetching pull request details, updating PR descriptions, creating new GitHub issues with custom titles and bodies, updating existing issues, and easy tool registration for integration with the MCP server.

Where to use

mcp-github-pr-issue-analyser can be used in software development environments, particularly in teams that utilize GitHub for version control and issue tracking, enhancing productivity through automation.

MCP for GitHub PR, Issues, Tags and Releases

The Model Context Protocol (MCP) is an open standard that enables seamless integration between Large Language Models (LLMs) and external tools. Whilst it can be implemented in any AI system, including custom LLM setups, the degree of integration and optimisation varies based on the model’s architecture and capabilities.

This MCP application serves as a bridge between LLMs and GitHub’s repository management features, offering automated analysis of pull requests and comprehensive issue management. It provides a robust set of tools to fetch PR details, create issues, and update issues directly from your desktop LLM. The application is designed with modularity in mind, supporting extensibility via the MCP tool interface and seamless integration with existing workflows.

The toolset enables automated PR analysis, issue tracking, tagging and release management through a standardised MCP interface, making it ideal for teams seeking to streamline their GitHub workflow automation.

Features

Requirements

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

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 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:

Launch MCP in stdio mode.

export GITHUB_TOKEN="<github-token>"
uvx ./

Alternatively, launch MCP in sse mode.

export GITHUB_TOKEN="<github-token>"
export MCP_ENABLE_REMOTE=true
uvx ./

You can access it via sse i.e. http(s)://localhost:8080/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.