Browse 32,443 community-built MCP servers
An introduction to the world of AI Agents
An open-source code retrieval stack that provides hybrid code search, memory storage, and LLM-generated answers through a Qdrant-powered indexing system for AI coding assistants.
AgentChat is a comprehensive LLM platform integrating LangChain and the Model Context Protocol (MCP) to support multi-agent collaboration, RAG, and extensive tool calling for tasks like web search and document processing.
A secure MCP server that pairs with a Firefox extension to provide AI assistants with tab management, browsing history search, and webpage content extraction through a local WebSocket connection.
🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
A SkillOps toolkit for managing and serving AI agent skills, featuring a search-first MCP server that loads full skill instructions on-demand to optimize context window usage.
A flexible chatbot framework that integrates LLMs with the Model Context Protocol, featuring a markdown processing server and multiple interfaces including CLI and Streamlit.
MCP Server for Telegram
A comprehensive MCP server that provides Solidity development and blockchain analysis capabilities by integrating with the Foundry toolchain and Heimdall-rs.
A comprehensive MCP server that provides a persistent AI memory system (Thread Manager) with semantic search and a suite of developer productivity tools for drawing notes, managing changelogs, and organizing desktops.
Enables AI assistants to interact with the Demo Time extension for VS Code to automate coding demonstrations, highlight code, and manage presentation slides.
Roblox Studio MCP Server, create and manipulate scenes, scripts in Roblox Studio
Capsule MCP server gives your AI agent the ability to safely run untrusted Python and JavaScript code in a secure WebAssembly sandbox.
A long-running, stateful Python REPL execution environment that persists state between sessions by swapping machines from memory to disk when idle.
AFIP — Argentine tax authority, electronic invoicing (Factura Electrónica)
A Model Context Protocol server that enables LLMs to securely execute shell commands on remote Linux and Windows systems via SSH with support for sudo elevation and timeout protection.
A semantic code indexer and search engine that uses AI-powered knowledge graphs to provide deep codebase understanding and relationship mapping via the Model Context Protocol.
A comprehensive MCP server providing real-time and historical data from the National Stock Exchange of India (NSE), including equity details, market indices, option chains, and technical indicators.
A Model Context Protocol server for macOS that enables natural language interaction with the native Calendar app, allowing users to create, update, and query events.
A comprehensive MCP server that enables AI assistants to manage every aspect of Home Assistant, from device control and automation creation to system monitoring and dashboard configuration using natural language.
MCP server that gives AI agents (Claude, Cursor, Copilot) deep understanding of your codebase patterns, conventions, and architecture. Query patterns, security boundaries, call graphs in real-time.
MCP (Model Context Protocol) Server. Provides an interface to LlamaCloud, a managed platform for data parsing, ingestion, retrieval, structured data extraction, and more
A powerful system interface MCP server that enables LLMs to execute shell commands and scripts directly on the host machine via STDIN/STDOUT.
MCP server for AP2 — Google's Agent-to-Agent Payment Protocol (authorization, audit, trust)
MCP (Model Context Protocol) Server. Accepts text descriptions, generates corresponding images, and offers image download and save functions.
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX queries, create and modify measures, manage relationships, and perform advanced analytics - all through natural conversation.
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
A Model Context Protocol (MCP) server for interacting with Twitter.
An OSINT MCP server that integrates with the Maigret tool to perform automated username searches across hundreds of social networks and analyze profiles via URLs.