Top 100 MCP Servers

vLLM

49,224

Provides a high-throughput and memory-efficient inference and serving engine for large language models.

MindsDB

31,978

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

GPT Researcher

21,825

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

GitHub

15,344

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

Task Master

14,142

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

Llmware

13,773

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

Skyvern

13,593

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

Context7

12,898

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

FastMCP

12,651

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

Smol Developer

12,019

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

Playwright

12,001

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

Gemini Fullstack LangGraph

11,962

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

Blender Model Context Protocol

11,850

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

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.

Graphiti

11,349

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

PydanticAI

10,267

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

Pipedream

9,999

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

Opik

9,796

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

Supermemory

9,569

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

GPT Prompt Engineer

9,544

Automates the generation, testing, and ranking of AI prompts to identify the most effective ones for a given task.

Bloop

9,467

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

Anthropic Quickstarts

9,113

Facilitates rapid development of deployable applications using the Anthropic API.

Nginx UI

8,765

Provides a web interface for managing and configuring Nginx servers.

Deep Lake

8,653

Manages and streams AI data with a specialized database for vectors, images, texts, and videos, supporting LLM applications and deep learning model training.

Cua

8,608

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

8,074

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

Figma Context

8,057

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

Go Tools

7,715

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

Typescript SDK

7,699

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

Ollama Python

7,588

Enables seamless integration of Python applications with the Ollama large language model platform.

GPTCache

7,580

Accelerates and reduces the cost of large language model (LLM) API calls through semantic caching.

Sweep AI

7,563

Assists developers with AI-powered coding capabilities directly within JetBrains IDEs.

Steampipe

7,357

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

PyMuPDF

7,177

Enables data extraction, analysis, conversion, and manipulation of PDF, XPS, and eBook documents in Python.

Lamda

7,036

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

Openapi Typescript

7,010

Generates TypeScript types from OpenAPI 3 specifications.

ChatGPT AutoExpert

6,665

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

Fonoster

6,648

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

LanceDB

6,597

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

RealChar

6,139

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

Phoenix

5,971

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

Code2Prompt

5,861

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.

Mcp-Go

5,804

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

MCP Agent

5,785

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

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.

Higress

5,643

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

Cognee

5,579

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

FastAPI

5,445

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

GreptimeDB

5,201

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

Ghidra

5,156

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

5,143

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

BrowserTools

5,130

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

Convex

5,102

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

Jsondiffpatch

5,064

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

4,404

Provides a Go framework for building LLM/AI applications.

Trafilatura

4,380

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

Steel Browser

4,345

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

Cursor Talk To Figma

4,333

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

Viper

4,332

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

WhatsApp

4,109

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

Inspector

4,074

Visually tests and debugs Model Context Protocol servers.

AWS

3,942

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

Model Context Protocol

3,924

Defines a specification and schema for the Model Context Protocol.

Playwright

3,898

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

Code Interpreter API

3,847

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

FLUJO

3,726

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

ENScan Go

3,684

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.

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.

Desktop Commander

3,466

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

Firecrawl

3,396

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

Langroid

3,392

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

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.

Workers SDK

3,173

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

Git

3,082

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

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.

Pezzo

2,908

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

Notes

2,827

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

MiniMax-01

2,801

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

Awesome-MCP-ZH

2,732

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.

GenAIScript

2,649

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

Nostr Implementation Possibilities

2,587

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

Solon

2,543

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

Mcpo

2,484

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

Magic

2,447

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

Klavis AI

2,444

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

Cloudflare

2,438

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

Fast Agent

2,411

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

Deep Research

2,379

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

Ida Pro

2,338

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

Trieve

2,248

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

Unity

2,241

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

Refact

2,182

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

Pollinations

2,182

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

Browser

2,176

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