Top 100 MCP Servers

MindsDB

33,402

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

GPT Researcher

22,251

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

Context7

18,818

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

Task Master

18,083

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

GitHub

17,038

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

Playwright

14,247

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

FastMCP

14,157

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

Skyvern

13,782

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

Llmware

13,773

Provides a unified framework for building enterprise Retrieval-Augmented Generation (RAG) pipelines with small, specialized models.

Blender Model Context Protocol

12,278

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

Graphiti

12,195

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

Smol Developer

12,019

Facilitates whole program synthesis by generating entire codebases from product specifications or providing building blocks for an embeddable developer agent.

Gemini Fullstack LangGraph

11,962

Builds fullstack AI agents leveraging Google Gemini models and LangGraph for advanced web research and conversational capabilities.

H2oGPT

11,833

Engage in private, local conversations with large language models, supporting various document types including images, videos, and PDFs, ensuring 100% data privacy.

Opik

10,917

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

PydanticAI

10,681

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

Pipedream

10,137

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

Supermemory

9,569

Build a personal AI-powered second brain to organize and retrieve information from various sources.

Bloop

9,467

Provides an AI-powered conversational search engine for codebases, enabling natural language queries, code navigation, and patch generation.

Nginx UI

8,956

Provides a web interface for managing and configuring Nginx servers.

Figma Context

8,936

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

Cua

8,934

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

PentestGPT

8,359

Automates and guides penetration testing processes by leveraging large language models.

Inbox Zero

8,264

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

Go Tools

7,753

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

Fonoster

6,693

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

ChatGPT AutoExpert

6,665

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

LanceDB

6,597

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

FastAPI

6,464

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

Mcp-Go

6,294

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

Cognee

6,273

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

Phoenix

6,250

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

MCP Agent

6,181

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

RealChar

6,139

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

Code2Prompt

6,009

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

AI Companion App

5,835

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

Higress

5,822

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

Serge

5,724

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

MISP

5,705

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

YouTube Transcript

5,684

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

BrowserTools

5,670

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

Convex

5,607

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

Ghidra

5,354

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

GreptimeDB

5,201

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

Jsondiffpatch

5,091

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

Xiaozhi ESP32

5,026

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

Eino

4,840

Provides a Go framework for building LLM/AI applications.

Inspector

4,756

Visually tests and debugs Model Context Protocol servers.

Cursor Talk To Figma

4,681

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

Model Context Protocol

4,473

Defines a specification and schema for the Model Context Protocol.

AWS

4,468

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

Trafilatura

4,460

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

Viper

4,410

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

Steel Browser

4,345

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

WhatsApp

4,336

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

Playwright

4,231

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

HttpRunner

4,153

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

FLUJO

4,140

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

Code Interpreter API

3,847

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

Desktop Commander

3,827

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

Firecrawl

3,744

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

ENScan Go

3,741

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

Cody

3,683

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

Serena

3,614

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

GPT Code

3,586

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

Simple AIChat

3,519

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

Langroid

3,392

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

Git

3,357

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

OP Vault

3,354

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.

Awesome-MCP-ZH

3,160

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.

Genai Toolbox

3,137

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

MiniMax-01

3,020

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

Awesome Servers

3,020

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

Klavis AI

3,000

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

Browser

2,939

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

Pezzo

2,908

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

Notes

2,908

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

Magic

2,851

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

Refact

2,813

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

Mcpo

2,741

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

GenAIScript

2,706

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

Cloudflare

2,677

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

Fast Agent

2,648

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

Nostr Implementation Possibilities

2,604

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

Ida Pro

2,588

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

Solon

2,562

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

Genkit

2,535

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

Notion

2,514

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

Unity

2,415

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

MCP Chinese Getting Started Guide

2,400

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

Deep Research

2,379

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

Trieve

2,347

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

Pollinations

2,338

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

Atlassian Integration

2,336

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

N8n MCP Client

2,198

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

Browserbase

2,159

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

Chain of Recursive Thoughts

2,089

Enhances AI model reasoning by making it recursively evaluate and refine its responses through self-argumentation.

FastMCP

2,048

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

Java SDK

2,021

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

Awesome MCP Servers

2,020

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