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🦊 MCPBench: A Benchmark for Evaluating MCP Servers

modelscope

The evaluation benchmark on MCP servers

248Other

Weather API MCP Server

TuanKiri

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. Discuss on Hacker News:

247Media & Design

Firebase MCP

gannonh

🔥 Model Context Protocol (MCP) server for Firebase.

247Cloud & Infrastructure

MCP Prompt Server

gdli6177

这是一个基于Model Context Protocol (MCP)的服务器,用于根据用户任务需求提供预设的prompt模板,帮助Cline/Cursor/Windsurf...更高效地执行各种任务。服务器将预设的prompt作为工具(tools)返回,以便在Cursor和Windsurf等编辑器中更好地使用。

246Other

Todoist MCP Server

greirson

MCP server that connects Claude to Todoist for natural language task and project management with bulk operations

245Productivity

Anki MCP Server

nailuoGG

MCP server for Anki via AnkiConnect

245Other

mcp_mysql_server

xwb602625136

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展

245Databases

mcp_mysql_server

wenb1n-dev

Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼!更加好用!不仅止于mysql的增删改查功能; 还包含了数据库异常分析能力;且便于开发者们进行个性化的工具扩展

245Databases

MCP Connect Client CLI

Abiorh001

Open Python agent harness for production AI apps: tools, MCP, memory, workspace, telemetry, subagents, background tasks, and OmniServe APIs.

244Developer Tools

Antd Components Mcp

zhixiaoqiang

An MCP service for Ant Design components query | 一个减少 Ant Design 组件代码生成幻觉的 MCP 服务,包含系统提示词、组件文档、API 文档、代码示例和更新日志查询

244Other

Mcp Telegram

dryeab

MCP Server for Telegram

244Communication

Code Runner MCP Server

formulahendry

Code Runner MCP Server

242Developer Tools

MaxMSP-MCP Server

tiianhk

MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter)

242Other

Introduction

dodufish

Pixelize the real world on-chain

239Other

Sample Serverless MCP Servers

aws-samples

Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute

239Cloud & Infrastructure

Google Search Console MCP Server

ahonn

A Model Context Protocol (MCP) server providing access to Google Search Console

239Search

XiYan MCP Server

XGenerationLab

A Model Context Protocol (MCP) server that enables natural language queries to databases

239Other

📱 Phone MCP Plugin

hao-cyber

A phone control plugin for MCP that allows you to control your Android phone through ADB commands to connect any human

238Developer Tools

MCP Bridge

EvalsOne

Enables cloud-based AI services to access local Stdio based MCP servers via HTTP requests

238Developer Tools

MCP-Twikit

adhikasp

A Model Context Protocol (MCP) server for interacting with Twitter.

236Other

Mindmap MCP Server

YuChenSSR

mindmap, mcp server, artifact

236Other

MCP Server for Milvus

zilliztech

Model Context Protocol Servers for Milvus

235Databases

Lambda MCP Server Demo (Streamable HTTP)

mikegc-aws

Creates a simple MCP tool server with "streaming" HTTP.

234Cloud & Infrastructure

Uber Eats MCP Server

ericzakariasson

231Other

Mermaid MCP Server

peng-shawn

A Model Context Protocol (MCP) server that converts Mermaid diagrams to PNG images

231Other

Mcp Server Commands

g0t4

Model Context Protocol server to run commands (tool: `runProcess`)

229Other

n8n Workflow Builder MCP Server

salacoste

AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workflows via Model Context Protocol. Multi-instance support, 17 tools, comprehensive docs. Build workflows conversationally without manual JSON

229Reasoning

Unsplash MCP Server

hellokaton

🔎 A MCP server for Unsplash image search.

228Other

Wazuh MCP Server

gbrigandi

MCP Server for Wazuh SIEM

226Other

Image-Gen-Server

fengin

一个能与Cursor集成的图片生成mcp server工具,实现调用即梦逆向接口

226Media & Design

Razorpay MCP Server (Official)

razorpay

Razorpay's Official MCP Server

226Other

Google Analytics MCP Server

surendranb

Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.

225Data & Analytics

Git MCP Server

cyanheads

A Git MCP server for AI agents. STDIO & Streamable HTTP.

225Version Control

Integrate MCP with GitHub Copilot

skills

Learn how to use MCP Servers with GitHub Copilot

225Version Control

DataForSEO MCP Server

dataforseo

DataForSEO API modelcontextprotocol server

224Other

Mikrotik Mcp

jeff-nasseri

MCP server for Mikrotik

224Other

Bifrost - VSCode Dev Tools MCP Server

biegehydra

VSCode Extension with an MCP server that exposes semantic tools like Find Usages and Rename to LLMs

222Developer Tools

Shopify MCP Server

GeLi2001

MCP server for Shopify api, usable on mcp hosts such as Claude and Cursor

222Developer Tools

MCP Redmine

runekaagaard

A redmine MCP server covering close to 100% of redmines API

220Other

Bitget Agent Hub

Bitget-AI

Official open-source AI toolkit for Bitget crypto trading and market analysis

218Finance & Commerce

Backlog MCP Server

nulab

214Other

OmniFocus MCP Server

themotionmachine

Let LLMs interface with your tasks and projects through the Model Context Protocol. Add, organize, and query your OmniFocus database with natural language commands.

214Other

MCP Code Executor

bazinga012

The MCP Code Executor is an MCP server that allows LLMs to execute Python code within a specified Conda environment.

213Developer Tools

Protoc Gen Go Mcp

redpanda-data

Go protobuf compiler extension to turn any gRPC service into an MCP server

213Developer Tools

K8s MCP Server

alexei-led

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI syste

212Cloud & Infrastructure

Tiny Cryptography MCP Server

anton10xr

Tiny MCP server with cryptography tools, sufficient to establish end-to-end encryption between LLM agents

212Other

MCP Server for Deep Research

reading-plus-ai

211Data & Analytics

Opik Mcp

comet-ml

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.

211Developer Tools

Find Flights MCP Server

ravinahp

An MCP server to search for flights.

210Other

Melrōse - programming of music melodies

emicklei

interactive programming of melodies, producing MIDI

210Media & Design

AdLoop

kLOsk

The AI command center for Google Ads, GA4, and tracking code.

209Other

Remote-MCP: Remote Model Context Protocol

ssut

A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.

208Other

MCP Server Development Framework

mlzoo

这是一个专为开发企业级MCP server而设计的通用开发框架

208Developer Tools

Notion MCP Integration

danhilse

A simple MCP integration that allows Claude to read and manage a personal Notion todo list

208Memory & Knowledge

langchain-mcp

rectalogic

Model Context Protocol tool support for LangChain

205AI & Agents

Search Console Mcp

saurabhsharma2u

Search & analytics data as infrastructure — MCP server for Google Search Console, Bing Webmaster Tools, and GA4, designed for AI agents and automation.

205Search

Ghost MCP Server

MFYDev

A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.

205AI & Agents

OpenStreetMap MCP Server

jagan-shanmugam

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

205Other

Rmcp

gojiplus

R MCP Server

205Other

OpenStreetMap (OSM) MCP Server

jagan-shanmugam

An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.

205Other

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.