Top 100 MCP Servers

MindsDB

37,309

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

Context7

37,123

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

GitHub

24,481

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

GPT Researcher

24,146

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

Task Master

23,684

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

Playwright

23,218

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

FastMCP

20,285

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

Graphiti

20,180

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

Serena

15,813

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

Chrome DevTools

14,600

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

Blender Model Context Protocol

14,140

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

Model Context Protocol for Beginners

13,245

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

Archon

13,225

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

TrendRadar

12,994

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

Trigger.dev

12,780

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

Figma Context

11,787

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

MCP Toolbox for Databases

11,448

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

Cua

11,256

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

FastAPI

11,068

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

Pipedream

10,801

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

N8n

9,887

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

Claude-Flow

9,833

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

Zen

9,614

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

Inbox Zero

9,383

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

Chrome Browser

9,243

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

XHS Downloader

9,160

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

OpenSpec

8,953

Facilitates spec-driven development to ensure alignment between humans and AI coding assistants before any code is written.

Cognee

8,537

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

Eino

8,171

Provides a Go framework for building LLM/AI applications.

Convex

8,126

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

OpenMetadata

7,974

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

LanceDB

7,968

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

MCP Agent

7,735

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

Phoenix

7,677

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

Mcp-Go

7,630

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

Xiaozhi ESP32

7,526

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

Fonoster

7,418

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

AWS

7,378

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

Git

6,939

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

Xiaohongshu

6,926

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

Higress

6,845

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

BrowserTools

6,840

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

Code2Prompt

6,749

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

ChatGPT AutoExpert

6,672

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

Ghidra

6,499

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

6,443

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

RealChar

6,207

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

FLUJO

6,003

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

MISP

6,000

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

Steel Browser

5,964

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

Serge

5,751

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

Cursor Talk to Figma

5,671

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

GreptimeDB

5,646

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

Klavis AI

5,455

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

Jsondiffpatch

5,230

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

WhatsApp

5,063

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

Cursor Talk To Figma

5,006

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

Playwright

4,993

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

Genkit

4,992

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

Firecrawl

4,920

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

Browser

4,916

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

Desktop Commander

4,906

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

Trafilatura

4,906

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

Viper

4,591

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

HexStrike AI

4,459

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

Claude Context

4,454

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

Ida Pro

4,236

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

Deep Research

4,225

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

HttpRunner

4,218

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.

ENScan Go

4,054

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

Skill Seeker

3,993

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

Microsandbox

3,968

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

Magic

3,928

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

Code Interpreter API

3,861

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

3,762

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

Mcpo

3,642

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

Atlassian Integration

3,594

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

GPT Code

3,579

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

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

3,469

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

Fast Agent

3,444

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

Windows

3,426

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

OP Vault

3,401

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.

Refact

3,376

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

Container Use

3,260

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

MiniMax-01

3,247

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

Exa

3,239

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

Cipher

3,216

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

Pollinations

3,203

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

Chart Generator

3,162

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

Metorial

3,141

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.

Pezzo

3,140

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

Cloudflare

3,133

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

MCP Chinese Getting Started Guide

3,103

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

PromptX

3,094

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

Spec Workflow

2,997

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

Awesome MCP Servers

2,950

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

Notes

2,921

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