Top 100 MCP Servers

Markitdown

48,089

Converts files and office documents to Markdown format for use with LLMs and text analysis pipelines.

Awesome MCP Servers

36,024

Maintains a curated list of Model Context Protocol (MCP) servers.

Servers

34,819

Provides reference implementations for the Model Context Protocol (MCP), showcasing its versatility and extensibility.

MinerU

30,355

Extracts data from PDF documents, converting them into Markdown and JSON formats.

MindsDB

27,681

Build AI applications that can learn and answer questions over large-scale federated data sources using a federated query engine.

GPT Researcher

20,855

Conducts in-depth web and local research on any topic, generating comprehensive reports with citations.

Chroma

19,243

Enables building LLM applications with memory using an open-source embedding database.

Smolagents

16,839

Enables the creation of powerful agents that think and act using Python code.

MaxKB

15,584

Creates AI chatbots with Retrieval-Augmented Generation (RAG) pipelines, robust workflows, and advanced tool-use capabilities.

Repomix

14,497

Packages code repositories into single, AI-friendly files for use with Large Language Models.

Activepieces

13,578

Automates workflows and integrates various services through a no-code, open-source platform.

Screenpipe

13,228

Powers an AI app store with 24/7 desktop history, offering open source, local, and developer-friendly screen and mic recording.

Skyvern

12,959

Automates browser-based workflows using LLMs and computer vision for robust and adaptable web interactions.

Mastra

11,910

Build AI applications and features quickly with this TypeScript framework.

Anthropic Cookbook

11,689

Provides code examples and guides for building applications with Claude, Anthropic's AI assistant.

Roo Code

11,006

Provides a team of AI agents directly within a code editor to assist with various development tasks.

UI-TARS Desktop

10,777

Control your computer using natural language with this GUI agent application.

GitHub

10,764

Enables advanced automation and interaction capabilities with GitHub APIs for developers and tools using the Model Context Protocol.

Blender Model Context Protocol

9,814

Connects Blender to Claude AI, enabling prompt-assisted 3D modeling, scene creation, and manipulation.

Pipedream

9,547

Connects APIs and automates workflows with a low-code platform designed for developers.

Model Context Protocol Python SDK

8,767

Facilitates the building of Model Context Protocol (MCP) clients and servers using Python.

Anthropic Quickstarts

8,598

Facilitates rapid development of deployable applications using the Anthropic API.

PydanticAI

8,347

Simplifies building production-grade Generative AI applications by integrating Pydantic with LLMs.

Playwright

7,715

Automates browser interactions for Large Language Models (LLMs) using Playwright.

Lamda

6,816

Automates Android tasks with a powerful RPA framework designed for mobile environments.

Fonoster

6,577

Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.

Inbox Zero

5,446

Reach inbox zero quickly with this open-source AI email assistant and client.

Code2Prompt

5,355

Converts a codebase into a single, structured prompt suitable for large language models.

Phoenix

5,347

Provides an open-source AI observability platform designed for experimentation, evaluation, and troubleshooting of LLM applications.

Jsondiffpatch

4,968

Compares and patches JavaScript objects, generating compact deltas for efficient updates and reversions.

Figma Context

4,883

Provides AI coding agents with simplified Figma layout information via the Model Context Protocol.

FastMCP

4,348

Facilitates the creation of Model Context Protocol (MCP) servers with a Pythonic interface.

Trafilatura

4,118

Extracts text and metadata from web pages and online resources, offering various output formats.

Ghidra

3,985

Enables Large Language Models (LLMs) to autonomously reverse engineer applications by exposing Ghidra's core functionality through an Model Context Protocol (MCP) server.

Cua

3,955

Create and manage high-performance macOS and Linux virtual machines on Apple Silicon, with built-in support for AI agents.

YouTube Transcript

3,729

Retrieves transcripts and subtitles from YouTube videos, including automatically generated ones, without requiring an API key or headless browser.

Convex

3,654

Provides a reactive database backend designed for web app developers to fetch data and perform business logic with strong consistency using TypeScript.

ENScan Go

3,483

Collects and aggregates domestic enterprise information from various sources to aid in reconnaissance tasks.

BrowserTools

3,202

Enables AI-powered applications to monitor and interact with browser data via a Chrome extension and MCP.

WhatsApp

3,185

Enables integration between WhatsApp and Large Language Models via the Model Context Protocol (MCP).

Workers SDK

3,045

Provides the command-line interface and related tools for developing and deploying Cloudflare Workers.

Cursor Talk To Figma

2,702

Enables programmatic interaction between Cursor AI and Figma, allowing for design reading and modification.

Playwright

2,677

Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript execution.

Nostr Implementation Possibilities

2,530

Documents potential implementations for Nostr-compatible relay and client software.

GenAIScript

2,484

Programmatically assembles prompts for LLMs using JavaScript to orchestrate LLMs, tools, and data in code.

Firecrawl

2,400

Empowers LLMs with advanced web scraping capabilities for content extraction, crawling, and search functionalities.

AWS

2,011

Bring AWS best practices directly into development workflows with a suite of specialized Model Context Protocol (MCP) servers.

Cognee

1,897

Provides a reliable memory layer for AI applications and AI agents, enhancing response accuracy and reducing hallucinations.

Desktop Commander

1,646

Extends Claude's desktop app capabilities with terminal control, filesystem operations, and file editing.

Pollinations

1,569

Generates images, text, and audio from text prompts using a free and open-source API.

Unity

1,491

Enables communication between Unity and Large Language Models for automating workflows and controlling the Unity Editor.

Genkit

1,478

Build AI-powered applications with this open-source framework for Node.js and Go.

Lingo.dev

1,453

Automates software localization using AI, integrating directly into CI/CD pipelines.

Apple

1,329

Enables interaction with native Apple apps like Messages, Notes, and Reminders through the Model Context Protocol.

Cloudflare

1,282

Manages Cloudflare resources using natural language commands via the Model Context Protocol (MCP).

Markdownify

1,280

Converts various file types and web content into Markdown format.

Ida Pro

1,250

Enables vibe reversing in IDA Pro through a Model Context Protocol server.

Ableton

1,232

Connects Ableton Live to Claude AI, enabling prompt-assisted music production and session manipulation.

FastAPI

1,210

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools with zero configuration.

Solana Agent Kit

1,203

Connect any AI agent to Solana protocols for autonomous interaction with web3 functionalities.

N8n MCP Client

1,169

Enables n8n workflows to interact with Model Context Protocol (MCP) servers for accessing resources, executing tools, and utilizing prompts.

Open Mcp Client

1,145

Facilitates communication with MCP servers by providing a LangGraph agent and a CopilotKit-powered frontend.

Magic

1,141

Generate modern UI components instantly from natural language descriptions within your IDE.

Supabase

1,094

Connects Supabase projects to AI assistants via the Model Context Protocol (MCP).

Codemcp

1,052

Enables Claude Desktop to directly implement features, fix bugs, and refactor codebases on your computer, eliminating the need to copy code into chat windows.

DevDocs

1,029

Crawls, extracts, and organizes technical documentation into an LLM-ready format, streamlining research and implementation for developers.

Notion

990

Implements a Model Context Protocol (MCP) server for the Notion API, enabling AI-driven interaction with Notion content.

Mcp-cli

990

Enables protocol-level interaction with a Model Context Provider server, allowing users to send commands, query data, and interact with server resources.

Directory

985

Provides a curated directory for discovering Awesome MCP Servers.

Java SDK

956

Enables Java applications to interact with AI models and tools through a standardized interface.

Fast Agent

952

Defines, prompts, and tests MCP-enabled agents and workflows.

Mcpo

947

Exposes any MCP tool as an OpenAPI-compatible HTTP server.

Installer

937

Install other MCP servers via Claude by specifying their npm or PyPi package names or local paths.

Chatsum

886

Summarizes chat messages based on user queries.

Perplexity Ask

878

Connects to the Perplexity API, enabling real-time, web-wide search within the Model Context Protocol ecosystem.

MCP Chinese Getting Started Guide

843

Provides a quick start guide for programming with the Model Context Protocol (MCP) in Chinese.

Atlassian Integration

840

Integrates Confluence and Jira with Model Context Protocol (MCP) for enhanced workflow automation and data accessibility.

ArXiv

831

Enables AI assistants to search and analyze arXiv papers through a simple Model Context Protocol interface.

Dive

820

Integrates any LLM supporting function calling capabilities into a desktop application.

Browser

814

Enables AI applications to control a user's existing browser instance.

Browserbase

776

Enables LLMs to control cloud browsers for web interaction, data extraction, and task automation using Browserbase and Stagehand.

Minima

699

Enables on-premises conversational retrieval augmented generation (RAG) with configurable containers and optional ChatGPT or Claude integration.

Minions

678

Enables collaboration between small, on-device LLMs and larger cloud-based models for cost-efficient language processing.

Obsidian Connector

652

Connects Claude Desktop to read and search your Obsidian vault's Markdown notes.

Mcp-Golang

645

Enables developers to write Model Context Protocol servers and clients in Go with minimal code.

Stripe Agent Toolkit

640

Enables seamless integration of Stripe APIs into agentic workflows using popular agent frameworks.

Supabase Query

631

Enables end-to-end Supabase database management via a chat interface, including query execution and management API support.

Awesome-MCP-ZH

631

A curated collection of Model Context Protocol (MCP) resources tailored for Chinese users, providing introductions, clients, servers, and community links to facilitate quick adoption of this AI communication standard.

MCP-Bridge

624

Connects MCP tools to the OpenAI API, enabling interaction with them through a compatible interface.

Claude ChatGPT

598

Enables Claude to interact with the ChatGPT desktop application on macOS.

Obsidian

591

Enables interaction with an Obsidian vault via the Obsidian Local REST API plugin.

Goat

584

Provides a comprehensive toolkit for AI agents to interact with blockchain and decentralized finance.

Mcphub.Nvim

572

Integrate and manage MCP (Model Context Protocol) servers within Neovim, offering a centralized configuration and intuitive UI.

MCPHost

554

Enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

Fetcher

551

Fetches web page content using a Playwright headless browser, enabling JavaScript execution and intelligent content extraction.

Notion

546

Enables Claude to interact with Notion workspaces through a dedicated MCP server.

Serena

520

Turns an LLM into a coding agent that works directly on your codebase by providing semantic retrieval and editing capabilities.

AI Gateway

520

Experiments with Azure API Management's AI capabilities, integrating with Azure OpenAI, AI Foundry, and more.

Exa

518

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

App Builder SDK

513

Facilitates rapid development of AI-native applications through model invocation, workflow orchestration, and application deployment.