MCP Servers
63,071 MCP servers for AI apps. Filter by category, badge and popularity.
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This repository provides a robust MCP (Model Context Protocol) A2A server, enabling advanced file operations, repository management, and search. It features modular integrations for token analytics and social sentiment analysis, ideal for developers and analysts
MCP server for efficient Git repository exploration with advanced caching. Search code patterns across multiple repositories, manage reference codebases, and analyze patterns with 95%+ performance improvements. Integrates with Claude AI via desktop app or VSCode extension
A Model Context Protocol (MCP) server that provides semantic search capabilities for GitHub repository issues using FAISS and OpenAI embeddings. Perfect for developers who want to quickly find relevant issues, bug reports, and discussions across GitHub repositories using natural language
The GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software sui
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.
