MCP Servers

GitHub Support Assistant

Helps support engineers find similar GitHub issues to speed up troubleshooting by searching repositories and calculating similarity scores based on issue descriptions.

Jake-Mok-Nelson

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find-similar-issues

Find GitHub issues similar to a new issue description

README

GitHub Support Assistant

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

Setup

Install dependencies:

npm install

Set your GitHub token as an environment variable:

export GITHUB_TOKEN=your_github_personal_access_token

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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