Top 100 MCP Servers

MindsDB

35,660

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

Context7

29,850

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

GPT Researcher

23,429

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

GitHub

22,503

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

Task Master

21,877

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

Playwright

19,508

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

Graphiti

17,997

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

FastMCP

17,567

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

Skyvern

14,238

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

Blender Model Context Protocol

13,398

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

Trigger.dev

12,248

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

Serena

12,094

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

Archon

11,935

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

Figma Context

10,646

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

Pipedream

10,557

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

Model Context Protocol for Beginners

10,534

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

Genai Toolbox

10,322

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

FastAPI

10,309

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

Cua

9,589

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

Inbox Zero

8,770

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

XHS Downloader

8,669

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

Chrome Browser

7,681

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

OpenMetadata

7,506

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

Claude-Flow

7,505

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

LanceDB

7,486

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

MCP Agent

7,256

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

Eino

7,199

Provides a Go framework for building LLM/AI applications.

Convex

7,159

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

Mcp-Go

7,147

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

Zen

7,078

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

Cognee

7,005

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

Fonoster

6,997

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

Phoenix

6,932

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

N8n

6,692

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

ChatGPT AutoExpert

6,669

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

Xiaozhi ESP32

6,626

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

Code2Prompt

6,493

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

BrowserTools

6,486

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

Higress

6,373

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

AWS

6,288

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

Inspector

6,276

Visually tests and debugs Model Context Protocol servers.

RealChar

6,196

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

Git

6,177

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

YouTube Transcript

6,142

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

MISP

5,913

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

AI Companion App

5,883

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

Ghidra

5,862

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

Serge

5,750

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

FLUJO

5,634

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

Model Context Protocol

5,572

Defines a specification and schema for the Model Context Protocol.

GreptimeDB

5,523

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

Cursor Talk to Figma

5,265

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

Jsondiffpatch

5,168

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

Steel Browser

5,069

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

Cursor Talk To Figma

5,006

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

WhatsApp

4,800

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

Playwright

4,742

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

Trafilatura

4,659

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

Awesome Servers

4,596

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

Viper

4,516

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

Firecrawl

4,472

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

Desktop Commander

4,437

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

Awesome-MCP-ZH

4,244

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

4,206

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

Firecrawl

4,195

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

HttpRunner

4,186

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

Klavis AI

4,016

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

Deep Research

4,013

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

ENScan Go

3,887

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

Code Interpreter API

3,853

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.

Microsandbox

3,735

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

Langroid

3,692

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

Magic

3,606

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

GPT Code

3,588

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

Ida Pro

3,568

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

Claude Context

3,521

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

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.

OP Vault

3,381

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.

Mcpo

3,274

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

Refact

3,273

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

Notion

3,157

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

MiniMax-01

3,140

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

Fast Agent

3,131

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

Pezzo

3,056

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

Atlassian Integration

3,050

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

Container Use

3,006

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

Genkit

2,958

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

Cloudflare

2,933

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

Notes

2,915

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

MCP Chinese Getting Started Guide

2,868

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

Pollinations

2,853

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

GenAIScript

2,785

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

HexStrike AI

2,776

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

Chart Generator

2,739

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

Awesome MCP Servers

2,737

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

PromptX

2,718

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

Cipher

2,716

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

N8n MCP Client

2,709

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

Nostr Implementation Possibilities

2,687

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