Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

6,541 servers

MCP Mianshiya Server logo

MCP Mianshiya Server

yuyuanweb/mcp-mianshiya-server

54

Interview Duck MCP Server is an interview question search service compatible with the MCP protocol, integrated via Java SDK, supporting quick onboarding for various agent assistants and providing question retrieval.

Education & LearningSearch Tools
Replicate logo

Replicate

deepfates/mcp-replicate

53

A Model Context Protocol server implementation for Replicate. Run Replicate models through a simple tool-based interface.

Developer ToolsImage & Video
Daipendency (Public API docs) logo

Daipendency (Public API docs)

daipendency/daipendency-mcp

53

Model Context Protocol (MCP) server for Daipendency.

Research & DataDeveloper Tools
GitHub Stars logo

GitHub Stars

ccbikai/github-stars

53

A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.

Developer ToolsSearch Tools
Azure Cosmos MCP Server logo

Azure Cosmos MCP Server

AzureCosmosDB/azure-cosmos-mcp-server

53

This repo showcases how to build Model Context Protocol (MCP) servers using Azure Cosmos DB. Explore ready-to-run samples in multiple programming languages including TypeScript,GoLang and Java.

DatabaseDeveloper Tools
Jvm MCP Server logo

Jvm MCP Server

xzq-xu/jvm-mcp-server

52

A lightweight JVM monitoring and diagnostic MCP (Multi-Agent Communication Protocol) server implementation based on native JDK tools. Provides AI agents with powerful capabilities to monitor and analyze Java applications without requiring third-party tools like Arthas.

MonitoringDeveloper Tools
Python REPL logo

Python REPL

alec2435/python_mcp

52

An MCP Server that provides an interactive Python REPL (Read-Eval-Print Loop) environment.

Developer ToolsEducation & Learning
CAD-MCP logo

CAD-MCP

daobataotie/CAD-MCP

52

CAD-MCP is an innovative CAD control service that allows controlling CAD software for drawing operations through natural language instructions. This project combines natural language processing and CAD automation technology, enabling users to create and modify CAD drawings through simple text commands without manually operating the CAD interface.

Developer ToolsImage & Video
LanceDB logo

LanceDB

adiom-data/lance-mcp

52

A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.

Knowledge ManagementSearch Tools
X Twitter logo

X Twitter

vidhupv/x-mcp

52

An MCP server to create, manage and publish X/Twitter posts directly through Claude chat.

Developer ToolsSocial Media
MCP Server Deep Research logo

MCP Server Deep Research

reading-plus-ai/mcp-server-deep-research

52

MCP Server for Deep Research is a tool designed for conducting comprehensive research on complex topics. It helps you explore questions in depth, find relevant sources, and generate structured research reports.

Research & DataEducation & Learning
MCP Servers Nix logo

MCP Servers Nix

natsukium/mcp-servers-nix

52

This repository provides both MCP server packages and a Nix framework for configuring and deploying MCP servers. It offers a modular approach to configuring various MCP servers with a consistent interface.

Developer ToolsSecurity
MCP Config logo

MCP Config

marcusschiesser/mcp-config

52

A CLI tool for managing MCP server configurations for MCP clients.

Version ControlDeveloper Tools
Figma MCP logo

Figma MCP

JayZeeDesign/figma-mcp

52

Figma MCP Python is a tool that allows AI coding agents to directly access Figma files and prototypes, supporting quick integration into development environments through MCP server configuration.

Developer ToolsImage & Video
MCP Hub logo

MCP Hub

lobstercare/mcp-hub

51

MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

DatabaseDeveloper Tools
Xcodebuild logo

Xcodebuild

shenghaiwang/xcodebuild

51

A Model Context Protocol server that builds iOS workspace/project that enables seamless workflow working with iOS projects in Visual Studio Code using extensions like Cline or Roo Code.

Developer ToolsOS Automation
Jadx MCP Plugin logo

Jadx MCP Plugin

mobilehackinglab/jadx-mcp-plugin

51

This project provides a Jadx plugin written in Java, which exposes the Jadx API over HTTP — enabling live interaction through MCP clients like Claude via the Model Context Protocol (MCP). A lightweight FastMCP adapter in Python acts as a bridge between Claude and the plugin.

Developer ToolsSecurity
Spotify MCP Server logo

Spotify MCP Server

marcelmarais/spotify-mcp-server

51

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Cursor & Claude to control Spotify playback and manage playlists.

Entertainment & MediaAI Chatbot
Deepseek logo

Deepseek

mattzcarey/mcp-thinking

51

Extract the thinking chain of thought of the Deepseek R1 reasoning model and use it in Claude Desktop or any MCP client.

AI ChatbotEducation & Learning
Vscode MCP logo

Vscode MCP

block/vscode-mcp

50

This monorepo contains the VSCode MCP Server and its companion VSCode Extension, which together enable AI agents and assistants, like Goose or Claude, to interact with VSCode through the Model Context Protocol.

Developer ToolsAI Chatbot
MCP Tavily logo

MCP Tavily

RamXX/mcp-tavily

50

Tavily MCP Server is an AI web search service based on the Tavily search API, providing web search, answer generation and news search functions, with support for multiple installation and configuration methods.

Research & DataSearch Tools
PubMed Searcher logo

PubMed Searcher

darkroaster/pubmearch

49

A PubMed literature analysis MCP server developed specifically for medical students and researchers, providing functions such as literature search, hotspot analysis, trend tracking and publication statistics.

Research & DataSearch Tools
UnityMCPIntegration logo

UnityMCPIntegration

quazaai/UnityMCPIntegration

49

This package provides a seamless integration between Model Context Protocol (MCP) and Unity Editor, allowing AI assistants to understand and interact with your Unity projects in real-time. With this integration, AI assistants can access information about your scene hierarchy, project settings, and execute code directly in the Unity Editor context.

Gaming & GamificationDeveloper Tools
Titan Memory logo

Titan Memory

henryhawke/mcp-titan

49

Turn any AI into a learning companion that remembers across conversations.

Knowledge ManagementAI Chatbot