All MCP Servers

A lightweight Java application framework and MCP server providing unified tools for CLI and Web operations, including system execution, SQL querying, and resource management.

Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code

An intelligent research and search assistant that leverages Perplexity's specialized AI models to provide real-time information retrieval, reasoning, and deep research capabilities.

MintHCM is an open-source Human Capital Management system based on SuiteCRM, providing tools for recruitment, time management, and employee lifecycle management.

A lightweight bridge that allows AI agents to control Android devices via ADB, enabling UI automation, app navigation, and shell command execution without requiring specialized computer vision models.

A robust integration that connects Claude Desktop to Neovim via socket, allowing AI to view buffers, execute Vim commands, manage windows, and perform advanced editing and search tasks directly in the editor.

Capsule MCP server gives your AI agent the ability to safely run untrusted Python and JavaScript code in a secure WebAssembly sandbox.

Integrates Perplexity AI's powerful search capabilities into MCP clients, enabling real-time web research and news retrieval with customizable time filtering.

simple web ui to manage mcp (model context protocol) servers in the claude app

This MCP server bridges Dify workflows with MCP-compliant environments, allowing users to invoke specific Dify applications as tools by providing their API keys.

A self-improving code search and context compression suite that provides hybrid semantic/lexical search, precise micro-chunking, and resident memory for AI agents.

MaaMCP enables AI assistants to automate Android devices and Windows applications using MaaFramework, featuring background execution, OCR recognition, and the ability to generate reusable automation pipelines.

A robust browser automation server that enables LLMs to navigate websites, interact with UI elements, capture screenshots, and execute JavaScript using Playwright.

A bridge between AI models and Chrome DevTools Protocol, allowing Claude to debug network requests, inspect the DOM, execute JavaScript, and monitor browser performance in real-time.

A codebase analysis server that identifies critical files through dependency mapping and importance scoring, offering visualization via Mermaid diagrams and persistent file summaries.

A specialized MCP server that implements advanced reasoning algorithms like Beam Search and Monte Carlo Tree Search (MCTS) to help AI models explore multiple solution paths for complex problem-solving.

A Model Context Protocol server that enables LLMs to interact with MongoDB databases, supporting schema inspection, smart ObjectId handling, and both read/write operations.

A specialized MCP server for Android reverse engineering that provides tools for decoding, analyzing, and modifying APK files using Apktool and Smali code analysis.

A robust stealth browser automation server that bypasses anti-bot detections like Cloudflare. It offers comprehensive CDP-based element cloning, real-time network interception with AI-powered hooks, and modular tool management.

A Model Context Protocol server that bridges AI agents to Rhino 3D, enabling programmatic control of 3D modeling, geometry creation, and document inspection through a C# SDK-based integration.

A robust MCP server for extracting YouTube video transcripts and metadata, featuring support for pagination, timestamps, and proxy configurations to bypass IP restrictions.

Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉

ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

A Windows-specific remote control server that enables AI models to perform mouse movements, keyboard inputs, window management, and screen captures through various automation providers.

Bridges AI models with Obsidian knowledge bases, providing comprehensive tools for full-text search, note management, folder operations, and automated strategic insights through the Local REST API.

A robust MCP server for Windows that enables secure command-line execution across PowerShell, CMD, and Git Bash, alongside remote system management via SSH with fine-grained security controls.

A comprehensive MCP server providing unified access to major AI providers (OpenAI, Gemini, Azure, xAI) with built-in usage analytics, vector search, and cost tracking.

A tool that allows AI assistants to interact with macOS Apple Shortcuts, enabling them to list and trigger automation workflows directly from the chat interface.

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

A TypeScript-based MCP server for local-first document management and semantic search, featuring Gemini AI integration for intelligent document analysis and natural language queries.