Mcp Find Similar Github Issues
What is Mcp Find Similar Github Issues
mcp-find-similar-github-issues is an MCP server designed to assist support engineers in finding related GitHub issues, thereby accelerating the troubleshooting process.
Use cases
Use cases include support engineers looking for similar issues to resolve customer queries faster, developers seeking to understand common problems within a repository, and teams aiming to improve their troubleshooting efficiency.
How to use
To use mcp-find-similar-github-issues, install the necessary dependencies, set your GitHub token as an environment variable, and build the server. Then, use the ‘find-similar-issues’ tool by providing the repository owner, repository name, issue description, and the maximum number of results to return.
Key features
Key features include searching for similar issues based on issue descriptions, calculating similarity scores to rank results, and returning formatted issue details with links.
Where to use
mcp-find-similar-github-issues can be used in software development and support environments where quick resolution of issues is critical, particularly in organizations that rely heavily on GitHub for issue tracking.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Overview
What is Mcp Find Similar Github Issues
mcp-find-similar-github-issues is an MCP server designed to assist support engineers in finding related GitHub issues, thereby accelerating the troubleshooting process.
Use cases
Use cases include support engineers looking for similar issues to resolve customer queries faster, developers seeking to understand common problems within a repository, and teams aiming to improve their troubleshooting efficiency.
How to use
To use mcp-find-similar-github-issues, install the necessary dependencies, set your GitHub token as an environment variable, and build the server. Then, use the ‘find-similar-issues’ tool by providing the repository owner, repository name, issue description, and the maximum number of results to return.
Key features
Key features include searching for similar issues based on issue descriptions, calculating similarity scores to rank results, and returning formatted issue details with links.
Where to use
mcp-find-similar-github-issues can be used in software development and support environments where quick resolution of issues is critical, particularly in organizations that rely heavily on GitHub for issue tracking.
Clients Supporting MCP
The following are the main client software that supports the Model Context Protocol. Click the link to visit the official website for more information.
Content
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/organizationrepo: GitHub repository nameissueDescription: Description of the issue to find similar ones formaxResults: 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.
Dev Tools Supporting MCP
The following are the main code editors that support the Model Context Protocol. Click the link to visit the official website for more information.
