Browse 32,443 community-built MCP servers
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)
The official Redis MCP Server provides a natural language interface for AI agents to manage and search Redis data structures including hashes, lists, streams, and JSON documents, with integrated vector search capabilities.
Read and write access to Airtable databases, with schema inspection.
A robust SQLAlchemy-based MCP server that connects Claude to various SQL databases like PostgreSQL, MySQL, and SQLite for schema exploration and data analysis. It features connection pooling, smart result truncation, and integration for handling large datasets.
A centralized control plane and proxy server that aggregates multiple MCP servers, providing unified tool access, traffic visibility, and policy enforcement via Docker-based orchestration.
Baidu Map MCP Server provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis.
Cognitive memory for AI agents — FSRS-6 spaced repetition, 29 brain modules, 3D dashboard, single 22MB Rust binary. MCP server for Claude, Cursor, VS Code, Xcode, JetBrains.
A development framework and prototyping environment for building, testing, and managing multi-assistant AI workflows with a web-based UI and RESTful backend.
A versatile connector that dynamically exposes Hugging Face Spaces as MCP tools, allowing AI assistants to perform image generation, audio transcription, text-to-speech, and vision tasks directly through Gradio endpoints.
Docfork provides AI agents with live-synced documentation from over 10,000 libraries, offering project-specific 'Cabinets' to ensure accurate, up-to-date coding assistance without hallucinations.
A Model Context Protocol server that retrieves and analyzes YouTube video transcripts, offering features like language fallback, timestamp integration, and automatic ad filtering.
A comprehensive financial data MCP server integrating Tushare and Binance APIs to provide real-time market data, technical indicator analysis, and financial reporting across global markets.
A specialized MCP server that interacts with DeepGraph and CodeGPT code graphs to provide semantic code search, dependency analysis, and architectural exploration.
🐕⚡「极简至上 效率为王 秒级接入 一链即用」的 AI Bot
A documentation-focused MCP server that provides AI agents with up-to-date documentation and code examples for over 9000 libraries, preventing hallucinated syntax and stale training data.
A centralized enterprise-grade MCP gateway and registry that provides secure OAuth governance, dynamic tool discovery, and unified access for both autonomous agents and AI coding assistants.
A financial data engine and MCP server providing reliable access to stock prices, TTM metrics, earnings transcripts, and revenue segment data via DuckDB and the yahoo-finance-data dataset.
A Golang-based MCP server for managing and debugging Kubernetes clusters, allowing users to control resources, view logs, and execute commands within pods.
Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable Graphlit project.
A comprehensive MCP server for Cocos Creator 3.8+ that enables AI assistants to control 99% of editor functions including scene manipulation, node/component management, asset handling, and project debugging.
Provides browser automation for Google NotebookLM, allowing AI agents to query custom notebooks for zero-hallucination answers and manage a library of documentation sources.
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
这是一款基于 Playwright 开发的小红书自动搜索和评论工具，作为 MCP Server，可通过特定配置接入 MCP Client（如Claude for Desktop），帮助用户自动完成登录小红书、搜索关键词、获取笔记内容及发布AI生成评论等操作。
ChunkHound is a local-first codebase intelligence tool that uses the cAST algorithm and multi-hop semantic search to extract architecture patterns and institutional knowledge from code. It indexes over 30 languages locally to provide high-fidelity semantic and regex search results for complex repositories.
A high-performance structural code search engine that provides sub-500ms file ranking and retrieval for AI agents without external dependencies or vector databases.
A fully functional MCP server and CLI for YouTube to automate YouTube operation.
MCP server for KiCad on Mac, Windows, and Linux.
A specialized MCP server for generating Mermaid diagrams and charts with support for multiple export formats including SVG, PNG, and Base64.
A comprehensive collection of 60+ LLM agent skeletons and ecosystem guides providing templates for multi-agent collaboration, RAG, and domain-specific AI automation.
A .NET library for building Model Context Protocol (MCP) servers and clients, featuring attribute-based tool definition, Microsoft.Extensions.AI integration, and Semantic Kernel support.