What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
MCP-Mirror
Mirror of
bartwaardenburg
clean99
An MCP server implementation that provides tools for interacting with the [Telegram Bot API](
Priyanshu-Prajapati
xoniks
Transform natural language into beautiful, interactive data visualizations. This server uniquely integrates powerful technologies like DuckDB, Ollama, and Plotly, streamlining complex data analysis workflows into a single, conversational experience within the Model Context Protoc
nandishnagaraj
MCP Server for Zephyr Scale Integration
oussama-kh
MCP server for hot-swapping llama.cpp models in Claude Code - launchctl (macOS) + systemd (Linux)
horaciod
Vufind Api for Bibliotecas.uncuyo.edu.ar
endgame-hq
The cloud designed for use by AI Agents. Deploy rapidly, auto-test, and self heal apps via Cursor, Claude Code, Windsurf, etc.
mingdaocloud
HAP (Super Application Platform) is developed by Mingdao( https://www.mingdao.com )The launched APaaS platform helps you build enterprise level applications quickly without coding. This is HAP's MCP (Model Context Protocol) server, used for seamless integration of AI. It enables
ibagur
pydantic-ai-researcher is a research system that orchestrates an asynchronous loop between two specialized agents: a research agent and an evaluator agent. The research agent answers complex queries using external MCP servers, while the evaluator agent assesses and refines these
MCP-Mirror
Mirror of
Maxbleu
MCP server for F1 Analysis API
sonatype
The Sonatype MCP Server enables AI assistants to access Sonatype's comprehensive dependency intelligence directly within your development workflow. By integrating with the Model Context Protocol, your AI assistant can help you make informed decisions about dependencies, identify
a-25
Suntory-Y-Water
チンチロができるMCPサーバーです。
Egomessss
ryaker
A Model Context Protocol server for MongoDB integration with Claude
jjqingmu-prog
A structured, falsifiable vow document standard for agents. Open protocol under MIT.
mackee
A Model Context Protocol server for seamless management and monitoring of long-running daemons via AI agents
apifyforge
Data center site selection intelligence, delivered as an MCP server your AI agent can call directly.
trustasia-com
The MySSL MCP Server
ratiofu
A simple MCP server for controlling Chrome via Puppeteer
infinitimeless
MCP server for podcast discovery through web crawling
jingchun19
louiscklaw
this is a simple mcp server that helps user perform search in github
hancengiz
NellInc
Sharmarajnish
ArturSkowronski
Local-first miniature-paint inventory and cross-brand color matching for AI agents. Search 1,607 paints across Citadel, Army Painter, Vallejo, and AK Interactive; match a hex color or a description to the nearest paint; and track which paints you own so an agent recommends what's
Albo3
amrtini
asirulnik
leleshen2009
基于火珠林法《增删卜易》体系的六爻排盘 MCP 服务,为 AI 助手提供专业占卜、排盘解读和运势分析能力。
nicofains1
Monetize your MCP server with contextual ads. 70% revenue share for developers. 8 tools: search_ads, report_event, create_campaign, create_ad, get_analytics, update_campaign, list_campaigns, get_ad_guidelines.
kleonai
MCP-Mirror
Mirror of
Br0ski777
Find professional email addresses from name + company domain. Tests 15+ patterns against MX records with confidence scoring. -- x402 micropayment API + MCP server for AI agents
monochromegane
MCP BigQuery Server is a server that allows you to query BigQuery tables using MCP.
Aayushchaudry
mcp server
danisss9
A Model Context Protocol (MCP) server that enables AI applications to search for music tracks and manage playlists using the official Spotify Web API.
ZLeventer
MCP server for Google Ads — diagnose spend efficiency, impression share, and asset performance from Claude.
HasanJahidul
kensaurus
Your AI shipped it. Mushi tells you why it broke — plain diagnosis and a paste-ready fix prompt in Cursor. No second LLM key.
s091648
使用 MCP server 上傳的練習專案
SonicAura Studio
A hosted MCP server for AI agents. Split audio stems (2/4/6 tracks), remove vocals, denoise, and apply reverb. Compatible with Cursor, Claude Desktop, and OpenAI Codex.
fcggamou
MCP for AutoICD API
antics-gg
An MCP server that lets an AI agent deploy a web game to a playable multiplayer URL — rooms, live state sync, and leaderboards — in one conversation.
nexusai-io-tech
DeepSeek API for AI agents. Cost-effective LLM inference via MCP protocol. Built by an agent, for agents.
ktabori
danielscholl
An experimental MCP server to use aider as a coding agent.
key
duan-li
Claude Model Context Protocol Weather Server Example
hekmon8
MCP Hub tool工具可以通过`search_mcp`可按关键词搜索MCP工具列表,再通过`get_mcp_detail`查看详细说明(如功能、安装步骤等)。用户可快速定位所需工具并获取部署指南,如Python的`pip install`或Docker集成方式,提升开发效率,数据基于MCP Hub数据库,支持精准筛选和元数据检索。
lucasdengcn
spring ai example. mcp server, agentic ai.
LibreAgent
LibreAgent AI Server is an Agentic Accessible Server for API communication with AI Service Providers and AI Services. It supports Google's new Agent 2 Agent (A2A) protocol as well as the MCP protocol. An API gateway is provided in the system for agentic ops.
dgallitelli
Running an MCP Server on AWS Fargate on Amazon ECS
unitythemaker
MCP server for checking domain availability using RDAP and WHOIS with support for bulk checking multiple domains in parallel.
szeider
Consult7 allows your agent to leverage models with massive context windows to analyze large codebases/ document collections
dVelopment
Slack MCP Server with SSE transport
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.