Best of MCP Servers

🐍 🏠 ☁️ - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.

🐍 ☁️ - Query and analyze Azure Data Explorer databases

📇 🏠 - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

🐍 ☁️ - An MCP server for real-time Fantasy Premier League data and analysis tools.

🐍 🏠 - A Qdrant MCP server

📇 🏠 - MongoDB integration that enables LLMs to interact directly with databases.

🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.

🐍 🏠 - An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context

🐍 🏠 🪟 🐧 - A local MCP server that generates animations using Manim.

📇 🦀 🏠 🍎 🐧 🪟 - Persistent intelligence infrastructure for agentic development that gives AI coding assistants cumulative memory and pattern learning. Hybrid TypeScript/Rust implementation with local-first storage using SQLite + SurrealDB for semantic analysis and incremental codebase understanding.

📇 🏠 - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

🐍 ☁️ - An MCP server to search Hacker News, get top stories, and more.

🐍 ☁️ MCP for LLM to search and read papers from arXiv

📇 🏠 - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.

📇 ☁️ - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more.

🏎️ 🏠 - Natural language PostgreSQL queries with automatic streaming, read-only safety, and universal database compatibility.

🌊 🏠 📟 🐧 🪟 🍎 - A single-binary MCP server that converts source code into AST, regardless of language.

🎖️ 📇 ☁️ - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.

🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data.

🏠 – A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations.