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2025-03-06

WIP: An MCP server to find related Github Issues

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GitHub Support Assistant

An MCP server that helps support engineers find similar GitHub issues to speed up troubleshooting.

Setup

  1. Install dependencies:
npm install
  1. Set your GitHub token as an environment variable:
export GITHUB_TOKEN=your_github_personal_access_token
  1. Build the server:
npm run build

Integrating with Claude:

Update the claude desktop configuration, e.g. code ~/Library/Application\ Support/Claude/claude_desktop_config.json

Update it to include the full path that this repository was cloned to:

{
    "mcpServers": {
        "find-similar-github-issues": {
            "command": "node",
            "args": [
                "/Users/<repo_path>/build/index.js"
            ]
        }
    }
}

Features

  • Searches for similar issues in a GitHub repository based on issue description
  • Calculates similarity scores to rank results
  • Returns formatted issue details with links

Usage

The server provides one tool:

find-similar-issues

Finds GitHub issues similar to a given description.

Parameters:

  • owner: GitHub repository owner/organization
  • repo: GitHub repository name
  • issueDescription: Description of the issue to find similar ones for
  • maxResults: Maximum number of similar issues to return (default: 5)

Implementation Notes

This implementation uses a simple Jaccard similarity coefficient to compare text. For production use, consider implementing more sophisticated NLP techniques for better similarity matching.

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    Reviews

    3 (1)
    Avatar
    user_2sboM1AD
    2025-04-15

    As a dedicated user of Model Context Protocol servers, I must say that this product by thanhvinh199700 is truly exceptional. The seamless integration and robust performance have significantly facilitated my tasks. The user-friendly nature and the efficient protocol it employs ensure the best experience. Highly recommend it!