Top 100 MCP Servers

Browser Use

59,727

Enables AI agents to interact with and control web browsers for automated tasks.

MindsDB

27,925

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

GPT Researcher

21,325

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

Smolagents

18,428

Enables the creation of powerful agents that think and act using Python code.

MaxKB

16,506

Creates AI chatbots with Retrieval-Augmented Generation (RAG) pipelines, robust workflows, and advanced tool-use capabilities.

Karakeep

15,987

Self-host a personal bookmarking and archiving system for links, notes, images, and PDFs, enhanced with AI-powered tagging and full-text search.

Repomix

15,698

Packages code repositories into single, AI-friendly files for use with Large Language Models.

Screenpipe

14,529

Powers an AI app store with 24/7 desktop history, offering open source, local, and developer-friendly screen and mic recording.

Asynchronous Lint Engine

13,748

Checks syntax and semantic errors in Neovim and Vim asynchronously, acting as a Vim Language Server Protocol client.

UI-TARS Desktop

13,393

Control your computer using natural language with this GUI agent application.

GitHub

13,366

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

Skyvern

13,306

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

Mastra

12,842

Build AI applications and features quickly with this TypeScript framework.

Anthropic Cookbook

12,143

Provides code examples and guides for building applications with Claude, Anthropic's AI assistant.

Blender Model Context Protocol

11,015

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

txtai

10,894

Enables semantic search, LLM orchestration, and language model workflows with an all-in-one embeddings database.

Playwright

9,774

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

Pipedream

9,730

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

FastMCP

9,441

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

PydanticAI

9,355

Simplifies building production-grade Generative AI applications by integrating Pydantic with LLMs.

Anthropic Quickstarts

8,774

Facilitates rapid development of deployable applications using the Anthropic API.

Task Master

8,521

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

Graphiti

8,521

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

Nginx UI

8,424

Provides a web interface for managing and configuring Nginx servers.

Go Tools

7,667

Provides tools and packages for static analysis of Go programs, along with a language-server protocol (LSP) server.

Inbox Zero

7,550

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

Opik

7,487

Debug, evaluate, and monitor LLM applications, RAG systems, and agentic workflows.

Steampipe

7,311

Query APIs and services using SQL for real-time data access without the need for ETL.

Context7

7,237

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

Lamda

6,921

Automates Android tasks with a powerful RPA framework designed for mobile environments.

Openapi Typescript

6,820

Generates TypeScript types from OpenAPI 3 specifications.

Figma Context

6,613

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

Fonoster

6,609

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

Typescript SDK

6,448

Facilitates the development of Model Context Protocol (MCP) clients and servers using TypeScript.

Cua

6,172

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

Phoenix

5,621

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

Code2Prompt

5,597

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

Higress

5,295

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

Jsondiffpatch

5,001

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

Mcp-Go

4,736

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

Ghidra

4,691

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

FastAPI

4,594

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

MCP Agent

4,396

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

Viper

4,237

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

Trafilatura

4,220

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

Convex

4,167

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

BrowserTools

4,107

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

YouTube Transcript

3,872

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

WhatsApp

3,724

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

Cursor Talk To Figma

3,709

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

ENScan Go

3,591

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

Eino

3,589

Provides a Go framework for building LLM/AI applications.

Playwright

3,482

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

FLUJO

3,116

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

Workers SDK

3,101

Provides the command-line interface and related tools for developing and deploying Cloudflare Workers.

Firecrawl

3,042

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

Model Context Protocol

2,983

Defines a specification and schema for the Model Context Protocol.

Inspector

2,900

Visually tests and debugs Model Context Protocol servers.

AWS

2,885

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

Desktop Commander

2,672

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

MiniMax-01

2,596

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

GenAIScript

2,578

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

Nostr Implementation Possibilities

2,561

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

Solon

2,498

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

Notes

2,389

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

Git

2,232

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

Trieve

2,123

Provides all-in-one infrastructure for search, recommendations, Retrieval-Augmented Generation (RAG), and analytics via API.

Cognee

2,113

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

Cloudflare

2,068

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

Unity

1,946

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

Refact

1,925

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

Awesome-MCP-ZH

1,884

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.

Pollinations

1,881

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

Mcpo

1,840

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

Genkit

1,824

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

Ida Pro

1,819

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

Magic

1,805

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

Fast Agent

1,780

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

Lingo.dev

1,714

Automates software localization using AI, integrating directly into CI/CD pipelines.

Notion

1,647

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

Agent Twitter Client

1,638

Automates interactions with Twitter, including scraping data, sending tweets, and engaging with Grok AI, all without needing the official Twitter API.

MCP Chinese Getting Started Guide

1,632

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

N8n MCP Client

1,611

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

Browserbase

1,609

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

Markdownify

1,560

Converts various file types and web content into Markdown format.

Exa

1,548

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

Apple

1,538

Enables interaction with native Apple apps like Messages, Notes, and Reminders through the Model Context Protocol.

Ableton

1,537

Connects Ableton Live to Claude AI, enabling prompt-assisted music production and session manipulation.

FastMCP

1,523

Provides a TypeScript framework for constructing Model Context Protocol (MCP) servers.

DevDocs

1,483

Crawls, extracts, and organizes technical documentation into an LLM-ready format, streamlining research and implementation for developers.

Solana Agent Kit

1,479

Connect any AI agent to Solana protocols for autonomous interaction with web3 functionalities.

Java SDK

1,460

Enables Java applications to interact with AI models and tools through a standardized interface.

Atlassian Integration

1,436

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

Browser

1,401

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

Supabase

1,387

Connects Supabase projects to AI assistants via the Model Context Protocol (MCP).

Open Mcp Client

1,383

Facilitates communication with MCP servers by providing a LangGraph agent and a CopilotKit-powered frontend.

Nx Console

1,340

Provides a user interface for Nx and Lerna monorepos, enhancing developer workflow and AI integration within code editors.

Codemcp

1,275

Enables Claude Desktop to directly implement features, fix bugs, and refactor codebases on your computer, eliminating the need to copy code into chat windows.

Klavis AI

1,234

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

Supergateway

1,194

Exposes MCP stdio-based servers over SSE or WebSockets, enabling remote access and integration.