Top 100 MCP Servers

Context7

37,855

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

MindsDB

37,366

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

TrendRadar

27,207

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

GitHub

24,698

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

GPT Researcher

24,269

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

Task Master

23,847

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

Playwright

23,598

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

FastMCP

20,573

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

Graphiti

20,427

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

Serena

16,375

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

Chrome DevTools

15,304

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

Blender Model Context Protocol

14,266

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

Model Context Protocol for Beginners

13,407

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

Archon

13,290

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

Trigger.dev

12,836

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

Figma Context

11,920

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

MCP Toolbox for Databases

11,551

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

Cua

11,345

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

FastAPI

11,118

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

Pipedream

10,841

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

N8n

10,204

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

OpenSpec

10,180

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

Claude-Flow

10,064

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

Zen

9,746

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

Inbox Zero

9,456

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

Chrome Browser

9,331

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

XHS Downloader

9,260

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

Cognee

9,100

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

Eino

8,308

Provides a Go framework for building LLM/AI applications.

Convex

8,252

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

OpenMetadata

8,063

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

LanceDB

8,057

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

MCP Agent

7,778

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

Phoenix

7,766

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

Mcp-Go

7,689

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

Xiaozhi ESP32

7,660

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

AWS

7,457

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

Fonoster

7,438

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

Xiaohongshu

7,106

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

Git

7,028

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

Higress

6,924

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

BrowserTools

6,862

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

Code2Prompt

6,774

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

6,566

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

6,478

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

RealChar

6,208

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

FLUJO

6,028

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

MISP

6,010

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

Steel Browser

5,989

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

Serge

5,753

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

Cursor Talk to Figma

5,705

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

GreptimeDB

5,700

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

Klavis AI

5,474

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

Jsondiffpatch

5,237

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

WhatsApp

5,083

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

Genkit

5,047

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

Playwright

5,010

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

Cursor Talk To Figma

5,006

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

Browser

5,000

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

Firecrawl

4,976

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

Trafilatura

4,955

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

Desktop Commander

4,950

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

HexStrike AI

4,674

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

Viper

4,600

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

Claude Context

4,543

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

Skill Seeker

4,473

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

Ida Pro

4,348

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

Deep Research

4,242

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

HttpRunner

4,221

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

4,070

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

3,956

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

Code Interpreter API

3,864

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

Langroid

3,777

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

Mcpo

3,684

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

Atlassian Integration

3,647

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

GPT Code

3,582

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

Simple AIChat

3,522

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

Notion

3,521

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

Windows

3,483

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

Fast Agent

3,466

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

OP Vault

3,402

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

3,388

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

Exa

3,281

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

Container Use

3,278

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

Cipher

3,261

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

Pollinations

3,258

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

MiniMax-01

3,250

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

Chart Generator

3,209

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

Cloudflare

3,154

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

Metorial

3,153

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

3,147

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

PromptX

3,139

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

MCP Chinese Getting Started Guide

3,125

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

Spec Workflow

3,086

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

Awesome MCP Servers

3,037

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

Beads

2,969

Provides a lightweight memory system for coding agents through a graph-based issue tracker.

Xiaozhi

2,934

Experience AI Xiaozhi's voice and smart assistant functionalities through a versatile Python-based client, enabling access without dedicated hardware.