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by Jake-Mok-Nelson • Analytics & Monitoring
An MCP server that searches and ranks similar GitHub issues to help support engineers troubleshoot faster.
Find existing GitHub issues related to a user-reported problem to speed up troubleshooting.
Automatically rank and surface the most similar issues by textual similarity and provide links for triage.
A lightweight, local MCP endpoint integrated with Claude to query repository issues using a GitHub token.
This MCP server accepts an issue description and searches a specified GitHub repository for similar issues, returning ranked results with similarity scores and direct links. It uses a simple Jaccard similarity coefficient for text comparison and is intended for quick, lightweight similarity lookups rather than advanced NLP. It integrates with Claude as a local MCP command and requires a GitHub personal access token.
Scores are informational only and provided “as is” without warranty. AgentHotspot assumes no liability for actions taken based on these ratings.