Top 100 MCP Servers

MindsDB

35,377

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

Context7

26,958

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

GPT Researcher

23,139

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

GitHub

21,544

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

Task Master

20,913

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

Playwright

17,810

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

Graphiti

17,172

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

FastMCP

16,637

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

Skyvern

14,126

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

Blender Model Context Protocol

12,974

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

Pipedream

10,455

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

Archon

10,280

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

Figma Context

10,148

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

Model Context Protocol for Beginners

9,763

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

Serena

9,688

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

FastAPI

9,499

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

Genai Toolbox

9,494

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

Cua

9,383

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

Inbox Zero

8,620

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

XHS Downloader

8,504

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

OpenMetadata

7,375

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

LanceDB

7,353

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

MCP Agent

7,096

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

Fonoster

6,973

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

Mcp-Go

6,949

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

Eino

6,901

Provides a Go framework for building LLM/AI applications.

Cognee

6,786

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

Phoenix

6,742

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

Chrome Browser

6,697

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

Convex

6,678

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

ChatGPT AutoExpert

6,664

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

Zen

6,475

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

Code2Prompt

6,393

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

Xiaozhi ESP32

6,325

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

BrowserTools

6,309

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

Higress

6,222

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

RealChar

6,161

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

AWS

5,966

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

YouTube Transcript

5,965

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

Inspector

5,876

Visually tests and debugs Model Context Protocol servers.

AI Companion App

5,872

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

MISP

5,870

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

N8n

5,819

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

Serge

5,743

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

Ghidra

5,679

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

Git

5,617

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

GreptimeDB

5,473

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

FLUJO

5,463

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

Model Context Protocol

5,324

Defines a specification and schema for the Model Context Protocol.

Jsondiffpatch

5,150

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

Cursor Talk to Figma

5,133

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

Cursor Talk To Figma

5,006

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

Steel Browser

4,945

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

WhatsApp

4,724

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

Playwright

4,618

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

Trafilatura

4,605

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

Viper

4,480

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

Desktop Commander

4,271

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

Firecrawl

4,270

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

Firecrawl

4,195

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

HttpRunner

4,179

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

Awesome-MCP-ZH

3,973

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.

Klavis AI

3,960

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

Deep Research

3,924

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

ENScan Go

3,859

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

Code Interpreter API

3,854

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

Browser

3,816

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

Cody

3,797

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

Langroid

3,620

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

Microsandbox

3,608

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

GPT Code

3,589

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

Awesome Servers

3,550

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

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.

Magic

3,403

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

OP Vault

3,379

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.

Ida Pro

3,225

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

Refact

3,220

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

Mcpo

3,165

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

MiniMax-01

3,124

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

Pezzo

3,028

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

Fast Agent

3,022

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

Notion

3,017

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

Notes

2,913

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

Atlassian Integration

2,902

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

Claude Context

2,880

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

Cloudflare

2,872

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

Container Use

2,858

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

GenAIScript

2,771

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

MCP Chinese Getting Started Guide

2,770

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

Genkit

2,743

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

Pollinations

2,737

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

Nostr Implementation Possibilities

2,665

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

Unity

2,649

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

Awesome MCP Servers

2,614

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

N8n MCP Client

2,607

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

Solon

2,605

Build Java enterprise applications with a restrained, efficient, open, and ecological framework.

Chart Generator

2,557

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

PromptX

2,552

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

Sourcebot

2,513

Index and search code across multiple repositories and branches from various code hosting platforms.

Browserbase

2,481

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