Top 100 MCP Servers

MindsDB

37,131

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

Context7

36,467

Fetches up-to-date documentation and code examples for LLMs and AI code editors directly from the source.

GitHub

24,302

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

GPT Researcher

24,071

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

Task Master

23,512

Streamline AI-driven development workflows by automating task management with Claude.

Playwright

22,926

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

FastMCP

20,067

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

Graphiti

19,931

Builds and queries temporally-aware knowledge graphs tailored for AI agents operating in dynamic environments.

Serena

15,475

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

Chrome DevTools

14,110

Provides coding agents with programmatic access to Chrome DevTools for comprehensive browser control, inspection, and debugging.

Blender Model Context Protocol

14,072

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

Archon

13,137

Autonomously builds, refines, and optimizes other AI agents using an advanced agentic coding workflow and framework knowledge base.

Model Context Protocol for Beginners

13,061

Provides an open-source curriculum designed to teach the concepts and fundamentals of the Model Context Protocol (MCP) through practical code examples.

Trigger.dev

12,739

Facilitates building and deploying fully-managed AI agents and long-running workflows with built-in durability and observability.

Figma Context

11,682

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

MCP Toolbox for Databases

11,357

Streamlines the integration of GenAI tools with databases by handling complexities like connection pooling and authentication.

Cua

11,203

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

FastAPI

11,026

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

Pipedream

10,778

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

N8n

9,664

Connects AI assistants to n8n's vast library of workflow automation nodes, enabling AI to discover, understand, and build complex workflows efficiently.

Claude-Flow

9,658

Orchestrates intelligent multi-agent swarms and autonomous workflows to build advanced AI systems.

Zen

9,526

Orchestrates multiple AI models to enhance Claude's capabilities for advanced code analysis, problem-solving, and collaborative software development.

Inbox Zero

9,324

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

Chrome Browser

9,160

Exposes Chrome browser functionality to AI assistants for complex browser automation, content analysis, and semantic search.

XHS Downloader

9,105

Extracts and downloads content from XiaoHongShu (RedNote), including user posts, collections, likes, albums, and search results, while removing watermarks.

Cognee

8,144

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

Eino

8,068

Provides a Go framework for building LLM/AI applications.

Convex

8,002

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

LanceDB

7,919

Provides a developer-friendly, embedded retrieval engine for multimodal AI, enabling efficient search and data management.

OpenMetadata

7,908

Unifies metadata for data discovery, observability, and governance through a central repository, in-depth column-level lineage, and seamless team collaboration.

MCP Agent

7,695

Simplifies building AI agents using Model Context Protocol and composable workflow patterns.

Phoenix

7,627

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

Mcp-Go

7,583

Implements the Model Context Protocol (MCP) in Go, facilitating integration between LLM applications and external data sources and tools.

Xiaozhi ESP32

7,419

Provides a backend service for ESP32 devices, enabling rapid deployment of custom intelligent control servers.

Fonoster

7,407

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

AWS

7,060

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

Git

6,892

Transforms any GitHub project into a documentation hub accessible to AI tools, preventing hallucinations by providing accurate and up-to-date context.

BrowserTools

6,815

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

Higress

6,780

Provides an AI-native API gateway for cloud-native applications, extending Envoy and Istio with Wasm plugins.

Xiaohongshu

6,746

Provides a programmatic interface to automate content publishing, feed retrieval, and search functionalities on Xiaohongshu.com.

Code2Prompt

6,730

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

ChatGPT AutoExpert

6,671

Enhances ChatGPT's capabilities by providing advanced custom instructions for both general conversational and specialized coding tasks.

Ghidra

6,427

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

YouTube Transcript

6,411

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

RealChar

6,204

Create, customize, and engage in real-time conversations with AI characters across web, mobile, and terminal platforms.

MISP

5,995

Collects, stores, distributes, and shares cybersecurity indicators and threats.

FLUJO

5,977

Orchestrates automated workflows by connecting AI models with various tools and resources using MCP.

Steel Browser

5,952

Automates web interactions for AI agents and applications without managing infrastructure.

Serge

5,754

Provides a self-hosted web interface and API for interacting with large language models via llama.cpp.

Cursor Talk to Figma

5,641

Facilitates agentic AI communication between Cursor and Figma, enabling programmatic reading and modification of design files.

GreptimeDB

5,632

Provides a unified, cloud-native observability database for metrics, logs, and traces, supporting SQL, PromQL, and streaming analytics.

Klavis AI

5,435

Build and deploy open-source Model Context Protocols (MCPs) on Slack, Discord, and the web.

Jsondiffpatch

5,223

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

WhatsApp

5,046

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

TrendRadar

5,035

Aggregates trending topics from over 35 platforms, offering intelligent filtering, automated multi-channel notifications, and AI-powered conversational analysis for deep news insights.

Cursor Talk To Figma

5,006

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

Playwright

4,977

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

Genkit

4,936

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

Firecrawl

4,881

Integrates powerful web scraping and content extraction capabilities into LLM clients like Cursor and Claude.

Trafilatura

4,873

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

Browser

4,865

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

Desktop Commander

4,858

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

Viper

4,583

Facilitates adversary simulation and red team operations through a flexible platform with integrated AI.

Claude Context

4,409

Enhances AI coding agents by providing semantic code search and deep context from an entire codebase.

HexStrike AI

4,313

Empowers AI agents with autonomous offensive cybersecurity capabilities by integrating over 70 professional security tools.

Deep Research

4,217

Leverage any Large Language Model to generate comprehensive, privacy-focused research reports.

HttpRunner

4,214

Provides an all-in-one, intelligent automation testing solution for API, UI, and performance testing across multiple platforms.

Firecrawl

4,195

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

Ida Pro

4,160

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

ENScan Go

4,036

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

Microsandbox

3,968

Enables secure execution of untrusted user-generated code and AI code.

Magic

3,903

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

Code Interpreter API

3,858

Provides an open-source implementation of the ChatGPT Code Interpreter using LangChain for sandboxed Python code execution.

Cody

3,797

Accelerates software development by providing an AI coding assistant that understands codebase context to help write, fix, and explain code.

Langroid

3,752

Enables building LLM-powered applications through a multi-agent programming paradigm.

Mcpo

3,609

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

GPT Code

3,578

Provides an open-source implementation of OpenAI's ChatGPT Code interpreter, enabling users to generate and execute code through natural language prompts.

Skill Seeker

3,563

Transforms any documentation website into a production-ready Claude AI skill in minutes.

Atlassian Integration

3,542

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

Simple AIChat

3,519

Provides a streamlined Python interface for easily interacting with AI chat models like ChatGPT and GPT-4, emphasizing efficiency and minimal code complexity.

Notion

3,435

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

Fast Agent

3,416

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

OP Vault

3,397

Empower ChatGPT with long-term memory by creating custom knowledge bases from uploaded documents and retrieving relevant answers using the OpenAI and Pinecone vector database stack.

Windows

3,372

Enables seamless integration between AI agents and the Windows operating system.

Refact

3,365

Automates complex engineering tasks by integrating with developer tools and leveraging AI for planning, execution, and iteration.

Container Use

3,242

Provides containerized development environments, enabling multiple coding agents to work safely and independently with diverse tech stacks.

MiniMax-01

3,235

Provides access to large language and vision-language models based on linear attention for various natural language and multimodal tasks.

Exa

3,197

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

Pollinations

3,175

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

Cipher

3,173

Provides an open-source memory layer specifically designed for AI coding agents.

Pezzo

3,136

Provides an open-source, cloud-native LLMOps platform for designing, deploying, observing, and managing AI applications.

Chart Generator

3,116

Generates visual charts from data using the Model Context Protocol and AntV.

Cloudflare

3,114

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

Metorial

3,094

Connect AI models to thousands of APIs, data sources, and tools with a single function call, abstracting away the complexities of the Model Context Protocol.

MCP Chinese Getting Started Guide

3,081

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

PromptX

3,051

Transforms AI agents into specialized experts through a revolutionary conversational context engineering platform.

Awesome MCP Servers

2,936

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

Notes

2,920

Build a comprehensive personal knowledge base with this open-source note-taking application.

Spec Workflow

2,908

Provides structured spec-driven development workflow tools for AI-assisted software development.

N8n MCP Client

2,867

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