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MCP Servers

Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.

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Autumn MCP Server

MCP-Mirror

Mirror of

Other
SM

Spaceship Mcp

bartwaardenburg

Other

Telegram MCP Server

clean99

An MCP server implementation that provides tools for interacting with the [Telegram Bot API](

Communication

MCP Server

Priyanshu-Prajapati

Other

Mcp Data Visualization Server

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

Databases

Zephyr MCP Server

nandishnagaraj

MCP Server for Zephyr Scale Integration

Other
LH

Llama Hot Swap

oussama-kh

MCP server for hot-swapping llama.cpp models in Claude Code - launchctl (macOS) + systemd (Linux)

Other
VM

Vufind Mcp Api

horaciod

Vufind Api for Bibliotecas.uncuyo.edu.ar

Developer Tools

Endgame

endgame-hq

The cloud designed for use by AI Agents. Deploy rapidly, auto-test, and self heal apps via Cursor, Claude Code, Windsurf, etc.

Developer Tools

Hap Mcp

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

Other

pydantic-ai-researcher

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

Other

Shodan MCP Server

MCP-Mirror

Mirror of

Other

🏎️ MCP Server F1Analisys

Maxbleu

MCP server for F1 Analysis API

Other
SD

Sonatype Dependency Management Mcp Server

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

Other
IM

Ios Mcp Code Quality Server

a-25

Developer Tools

chinchillo-mcp-server

Suntory-Y-Water

チンチロができるMCPサーバーです。

Other
M

Mailtani

Egomessss

Other

MongoDB MCP Server

ryaker

A Model Context Protocol server for MongoDB integration with Claude

Databases

Daovow MCP Server — BaZi Timing

jjqingmu-prog

A structured, falsifiable vow document standard for agents. Open protocol under MIT.

Other

mcp-daemonize

mackee

A Model Context Protocol server for seamless management and monitoring of long-running daemons via AI agents

Other

Data Center Siting Intelligence

apifyforge

Data center site selection intelligence, delivered as an MCP server your AI agent can call directly.

Data & Analytics

MySSL MCP Server

trustasia-com

The MySSL MCP Server

Other

A simple MCP Server for controlling Chrome via Puppeteer

ratiofu

A simple MCP server for controlling Chrome via Puppeteer

Browser Automation

PodCrawlerMCP

infinitimeless

MCP server for podcast discovery through web crawling

Other

semantic-search-mcp-server

jingchun19

Memory & Knowledge
MG

Mcp Github Advanced Search

louiscklaw

this is a simple mcp server that helps user perform search in github

Search
YT

Youtube Transcript Mcp

hancengiz

Media & Design

Safer Agentic Ai Framework

NellInc

Reasoning
M

Mcp_constrained_optimization

Sharmarajnish

Other
M

Minipainter

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

MCP TypeScript Tools Server

Albo3

Other

Riksdagen MCP Server

amrtini

Other

MCP File System Server

asirulnik

Files & Storage

易象乾坤 · 六爻起卦排盘解读 MCP

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。

Other
AA

Agentic Ads

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.

Reasoning

BioGRID MCP server

kleonai

Other

isolated-commands-mcp-server MCP Server

MCP-Mirror

Mirror of

Other

Email Finder X402

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

Communication

MCP BigQuery Server

monochromegane

MCP BigQuery Server is a server that allows you to query BigQuery tables using MCP.

Databases

MCP Integration Servers

Aayushchaudry

mcp server

Communication
SP

Spotify Playlist Generator 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.

Media & Design
GA

Google Ads Mcp

ZLeventer

MCP server for Google Ads — diagnose spend efficiency, impression share, and asset performance from Claude.

Other
G

Gi

HasanJahidul

Version Control

mushi-mushi

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.

Other

User Management System

s091648

使用 MCP server 上傳的練習專案

Other

SonicAura MCP - Audio Stem Split & Processing

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.

Media & Design

Autoicd Icd 10 Medical Coding

fcggamou

MCP for AutoICD API

Other

Antics

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.

AI & Agents
NA

NEXUS AI

nexusai-io-tech

DeepSeek API for AI agents. Cost-effective LLM inference via MCP protocol. Built by an agent, for agents.

AI & Agents

Dixa MCP Server

ktabori

Other

Aider MCP Server

danielscholl

An experimental MCP server to use aider as a coding agent.

Other

freee-mcp-server

key

Other

weather-service MCP server

duan-li

Claude Model Context Protocol Weather Server Example

Media & Design

Mcp Hub Tool

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。

Other

Spring AI Example

lucasdengcn

spring ai example. mcp server, agentic ai.

Other

LibreAgent AI Server for AI Agent Services

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.

AI & Agents

Deploy MCP Servers on AWS using AWS Fargate

dgallitelli

Running an MCP Server on AWS Fargate on Amazon ECS

Cloud & Infrastructure

Domain Checker MCP

unitythemaker

MCP server for checking domain availability using RDAP and WHOIS with support for bulk checking multiple domains in parallel.

Other

Consult7

szeider

Consult7 allows your agent to leverage models with massive context windows to analyze large codebases/ document collections

Other

Slack MCP Server with SSE Transport

dVelopment

Slack MCP Server with SSE transport

Communication

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

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.

2

How do I install an MCP server?

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.

3

Are MCP servers free to use?

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.

4

What is the difference between local and remote MCP servers?

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.

5

Which AI clients can connect to MCP servers?

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.

6

How can I evaluate whether an MCP server is safe and reliable?

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.