MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
6,541 servers
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
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)
daipendency/daipendency-mcp
53
Model Context Protocol (MCP) server for Daipendency.
Research & DataDeveloper Tools
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
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
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
alec2435/python_mcp
52
An MCP Server that provides an interactive Python REPL (Read-Eval-Print Loop) environment.
Developer ToolsEducation & Learning
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
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
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
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
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
marcusschiesser/mcp-config
52
A CLI tool for managing MCP server configurations for MCP clients.
Version ControlDeveloper Tools
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
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
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
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
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
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
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
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
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
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
henryhawke/mcp-titan
49
Turn any AI into a learning companion that remembers across conversations.