Top 100 MCP Servers

MindsDB

36,515

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

Context7

34,697

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

GPT Researcher

23,893

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

GitHub

23,817

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

Task Master

23,127

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

Playwright

22,268

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

FastMCP

19,425

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

Graphiti

19,299

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

Skyvern

15,230

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

Serena

14,689

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

Blender Model Context Protocol

13,897

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

Archon

12,965

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

Trigger.dev

12,640

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

Chrome DevTools

12,098

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

Model Context Protocol for Beginners

12,050

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

Figma Context

11,330

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

MCP Toolbox for Databases

11,043

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

Cua

10,981

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

FastAPI

10,878

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

Pipedream

10,715

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

Zen

9,232

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

Claude-Flow

9,181

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

Inbox Zero

9,119

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

N8n

9,028

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

XHS Downloader

8,995

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

Chrome Browser

8,937

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

Eino

7,812

Provides a Go framework for building LLM/AI applications.

LanceDB

7,797

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

OpenMetadata

7,786

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

Convex

7,772

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

Cognee

7,759

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

MCP Agent

7,590

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

Mcp-Go

7,460

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

Fonoster

7,359

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

Phoenix

7,295

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

Xiaozhi ESP32

7,196

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

Inspector

7,157

Visually tests and debugs Model Context Protocol servers.

AWS

6,810

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

BrowserTools

6,752

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

Git

6,736

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

ChatGPT AutoExpert

6,673

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

Code2Prompt

6,668

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

Higress

6,656

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

YouTube Transcript

6,333

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

Ghidra

6,320

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

Xiaohongshu

6,232

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

RealChar

6,200

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

Model Context Protocol

5,992

Defines a specification and schema for the Model Context Protocol.

MISP

5,967

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

AI Companion App

5,903

Create and host AI companions with personalized personalities and conversational memory, accessible via browser or SMS.

FLUJO

5,887

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

Serge

5,753

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

Steel Browser

5,713

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

GreptimeDB

5,592

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

Cursor Talk to Figma

5,565

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

Klavis AI

5,290

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

Jsondiffpatch

5,194

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

WhatsApp

5,007

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

4,928

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

Trafilatura

4,816

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

Awesome Servers

4,796

A curated list of Model Context Protocol (MCP) servers that enable AI models to securely interact with local and remote resources.

Genkit

4,796

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

Firecrawl

4,766

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

Desktop Commander

4,746

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

Awesome-MCP-ZH

4,716

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.

Browser

4,695

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

Viper

4,561

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

HttpRunner

4,207

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.

Claude Context

4,189

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

Deep Research

4,160

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

HexStrike AI

3,996

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

Ida Pro

3,980

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

ENScan Go

3,977

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

Microsandbox

3,885

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

Code Interpreter API

3,858

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

Magic

3,840

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

Cody

3,797

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

Langroid

3,729

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

GPT Code

3,583

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

Mcpo

3,523

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

Simple AIChat

3,520

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

Atlassian Integration

3,396

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

OP Vault

3,389

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.

Notion

3,358

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

Refact

3,350

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

Fast Agent

3,344

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

Windows

3,217

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

MiniMax-01

3,201

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

Container Use

3,179

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

Pezzo

3,126

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

Exa

3,101

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

Cipher

3,096

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

Pollinations

3,084

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

Chart Generator

3,037

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

Cloudflare

3,032

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

MCP Chinese Getting Started Guide

3,017

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

Metorial

3,006

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.

PromptX

2,987

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