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🚀 FastAPI MCP 服务器

purity3

2Developer Tools

Mcp_client_openai_gradio

njcx

本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务,允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。

2AI & Agents

Argus - Repository Analysis and Security Assessment Tool

athapong

A Model Context Protocol (MCP) server for analyzing GitLab repositories and performing security assessments.

2Developer Tools

PayLink MCP Server

jameskanyiri

2Other

Installation

renanvieira

MCP server to access Brewfather

2Other

Snap_sense

Abhi5h3k

Demo MCP tool to capture URL screenshot.

2Other

mcp-server-weaviate

sndani

2Databases

cellrank-MCP

scmcphub

MCP server for trajectory inference using cellrank

2Other

🚀 Re-Stack MCP Server – Bridging Stack Overflow & LLMs

jagreetdg

Re-Stack MCP server is designed to integrate Stack Overflow into LLM-based coding workflows using the Stack Exchange API

2Other

MCP(Model Context Protocol) minimal Kotlin client server sample

takahirom

2Other

Linear

dvcrn

a (working!) MCP server for accessing Linear with multiple workspaces support

2Version Control

MCP Search Analytics Server

dexter480

MCP server for GA and GSC data analysis

2Data & Analytics

karmada-mcp-server

warjiang

MCP Server for karmada

2Other

Linear MCP Server

kablewy

Robust, production tested MCP Server for linear (API)

2Version Control

IACR Cryptology ePrint Archive MCP Server

doomdagadiggiedahdah

2Other

Better Mealie MCP

djwmarcx

MCP server exposing every Mealie API endpoint (259 tools) via FastMCP

2Other

Gemini FAF

Wolfe-Jam

Persistent Project Context for Google Gemini — IANA-registered .faf format · MCP server + Cloud Run REST API

2AI & Agents

MCP Database Server

delei

A MCP (model context protocol) server that gives the LLM access to and knowledge about databases

2Databases

Simple MCP

ribeirogab

A simple TypeScript library for creating MCP servers.

2Other

LandiWetter MCP Server

nabossha

a simple PoC on how to integrate a custom data-provider in an MCP Server

2Other

MCP Servers

cmiles74

Docker Container with Useful MCP Servers

2Cloud & Infrastructure

MCP 邮件通知服务

fantasy-lotus

基于Typescript实现的Notify MCP Server,支持Docker一键部署到remote|local

2Communication

Sonar MVP Server

lreimer

A MCP server implementation for the SonarQube Cloud API in Golang.

2Other

nabchan-mcp-server

backpaper0

2Other

Odinfun Mcp

valhallaguide

odinfun-mcp is a server implementation for Odin.fun based on the Model Context Protocol (MCP). It provides canister asset management and OdinFun API tools, suitable for blockchain asset management and data query scenarios.

2Other

Request Tracker MCP Server

richieri

A Model Context Protocol (MCP) server for Request Tracker

2Other

Mysql Mcp Server For Java

6000fish

Java 生态的 MCP 基础设施,包含 SDK + 常用 Server 实现

2Databases

markdown-to-html MCP Server

fashionzzZ

A Model Context Protocol (MCP) server that Convert Markdown to HTML.

2Other

PayAI MCP Server

PayAINetwork

Model Context Protocol server for the PayAI network! Plug PayAI into Claude Desktop, Cursor, or your favorite MCP Host!

2Other

Google Docs MCP Server

highlight-ing

2Memory & Knowledge

MCP Servers for Cursor AI

mericozkayagan

All in one place for my MCP servers

2Developer Tools

MCP Crypto Client-Server Implementation Guide

Frostbite22

An MCP client and server for cryptogecko using fastMCP library and Starlette

2Finance & Commerce

Claude 拡張機能設定ツール

drapon

2AI & Agents

Waldur MCP server

waldur

Server implementing Model Context Protocol for Waldur

2Other

Mysqlmcp服务

MarkLY1473

mysql mcp服务

2Other

Feedmansion Social Media Mcp

makerprism

AI-powered social media scheduler — Connect FeedMansion to Claude, Cursor, ChatGPT, and AI agents via MCP for automated content creation, scheduling, and posting

2Media & Design

MCP Server Template (Python)

Nisarg38

2Developer Tools

Demo MCP

josx

Demo: mcp protocol with simple client and server file

2Other

MCP-Server-Azure-Impact-Reporting

chand45

2Cloud & Infrastructure

GitHub MCP Server

renantrendt

A Model Context Protocol (MCP) server for interacting with GitHub

2Version Control

hotpepper-gourmet-mcp-server

miyamo2

ホットペッパーグルメ MCP Server

2Other

MCP Server for RSS3

RSS3-Network

rss3 + mcp server = 🪄✨

2Other

🏓 MCP Ping-Pong Server by Remote Call

kimtth

🏓 An experimental and educational script for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls

2Other

DINGTALK MCP - 通过钉钉客户端AI助理调用本地私有部署的MCP服务

MiechalZhao

Provide MCP Server private skills for DingTalk AI Agent

2Other

FbAdLibraryMCPServer

StinCodes

Build a Model Context Protocol (MCP) server that provides access to Facebook's Ad Library through web scraping. The server should allow clients to search for advertisements with various filters and retrieve comprehensive ad data.

2Developer Tools

Figma MCP Server

moonray

An mcp server that efificiently generates a node tree and related metadata for a figma node.

2Media & Design

ObsidianFetch

soukouki

MCP servers focused on fetching and presenting information from Obsidian vaults.

2Memory & Knowledge

Status Invest - MCP Server

newerton

MCP Status Invest: A Model Context Protocol (MCP) server for interacting with the Status Invest API. Provides tools for fetching stock data and indicators, with a layered architecture and data validation using Zod

2Other

mcp-flutterwave

bajoski34

MCP Server to interact with flutterwave

2Other

KubeBlocks Cloud MCP Server

apecloud

MCP server for KubeBlocks Cloud

2Other

Quip MCP Server

zxkane

Model Context Procotol(MCP) server for fetching Quip document

2Other

🔍 Prysm MCP Server

pinkpixel-dev

🔍 Prysm MCP Server: Web scraping tools for AI assistants with multiple extraction modes and flexible output formats

2Other

simple_mcp_server_with_langgraph

EunsuGoh

Simple MCP server with Langgraph.

2Reasoning

Location MCP Server

sokyran

An MCP (Model Context Protocol) server that provides location data from a local macOS app.

2Media & Design

Azure DevOps MCP Server

ramosjuan24

MCP N8N Azure Devops

2Cloud & Infrastructure

PostgreSQL MCP Server

habuvo

MCP server to interact with and inspect PostgreSQL DB

2Databases

Linear MCP Server

larryhudson

1Version Control

ClickHouse MCP Server

bjpadhy

A Model Context Protocol (MCP) server that connects to ClickHouse databases and allows LLMs like Claude to explore and analyze data through natural language queries.

1Databases

🌐 MCP para todo – Servidor modular con herramientas útiles

elsantiwg

🌐 Servidor MCP (Model Context Protocol) con herramientas útiles. Conecta LLMs con APIs reales: clima, cálculos, diccionario y más. TypeScript + Node.js.

1Productivity

n8n AI Agent for DVM MCP

belokolek

An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.

1AI & Agents

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.