MCP Servers

Simple MCP

ribeirogab

A simple TypeScript library for creating MCP servers.

Redis MCP Server

yyue9527

A Redis Management and Control Protocol (MCP) server implementation using Spring Boot and Spring AI

MCP Calendar

tobedoit

MCP Google Calendar Server with python

Quip MCP Server

zxkane

Model Context Procotol(MCP) server for fetching Quip document

KubeBlocks Cloud MCP Server

apecloud

MCP server for KubeBlocks Cloud

Rubber Duck MCP Server

francoisjosephlacroix

A rubber duck MCP server for your LLM coding agent

Google Search Console MCP by DigestSEO

AKzar1el

OAuth-protected Google Search Console analytics, URL inspection, sitemap, and indexing tools for MCP clients.

Understanding MCP (Model Context Protocol) and GitHub Integration

md-anbari

A comprehensive guide to setting up and using MCP server with Cursor IDE, including GitHub integration and AI agent configuration.

MCP Docs Search Server

RohitKrish46

This is a lightweight, plug-and-play MCP server that empowers any LLM to dynamically search and retrieve up-to-date documentation from popular AI libraries such as LangChain, LlamaIndex, and OpenAI.

mcp-vmix

FlowingSPDG

Experimental vMix MCP Server

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

MCPBot

gkenios

A thesis project that implements an MCP server and client, using FastAPI.

Aintent Framework 🚀

openpandacodes

A Model Context Protocol server for processing travel intents based on Deep Intent Architecture. This server provides a robust API for managing travel intents, generating deep flows, and creating DIML (Deep Intent Markup Language) representations.

Dependency Context

Dsinghbailey

An MCP server that provides AI assistants with contextual access to your project's dependency documentation, enabling more accurate responses about libraries and frameworks used in your codebase.

mcp-ephemeral-k8s

BobMerkus

Python implementation to spawn ephemeral Model Context Protocol (MCP) servers using the kubernetes API.

Modbus Mcp

ezhuk

A Model Context Protocol (MCP) server for Modbus.

Molecule Visualizer MCP Server

leelasd

MCP server for visualizing molecules in Claude Desktop :)

Google Calendar MCP Server

daemonX10

MCP server for Google Calendar integration with AI assistants

hko_mcp

louiscklaw

Fetch data from Hong Kong Observatory with MCP

MCP Server Implementation

yisu201506

Repository for MCP server implementation

MCP-Server-MySSL

trustasia-com

MySSL MCP Server

Agentis MCP

AgentisLabs

Python framework for creating AI agents that use MCP servers as tools. Compatible with any MCP server and model provider.

PostgreSQL Analyzer MCP

rameshv29

PostgreSQL performance analysis and optimization MCP server

MCP Server useful tools

tmstack

MCP Server useful tools, Spring AI MCP, Weather MCP, Stock MCP, Weather tool, Stock tool. https://mcphub.tools

Glm Mcp

djerok

GLM (Zhipu/Z.ai) as a cheap, full-capability subagent for the Claude Code app — works on a subscription Claude (no API key for the main agent), auto-routes between Opus and GLM, file-editing agent with diff/dry-run/git-revert, one-command npx install.

Knesset MCP Server

zohar

Model Context Protocol (MCP) server for accessing the Israeli Knesset's parliamentary information API

Search Engine with RAG and MCP

arkeodev

MCP Server supported search engine

Gxtract

sascharo

GXtract MCP Server for VS Code, forks and other editors; provides tools for interacting with GroundX

S/MCP - Stern Model Context Protocol

Akrasia0

Stern MCP server

Monarch Money TypeScript SDK

martinamps

small mcp server for accessing monarch money

bruvtools 🚀

fcavalcantirj

🚀 Your Private App Platform - Deploy Node.js, Python, Go, Java & more to CapRover, AWS, GCP with one CLI. Features MCP integration for Cursor.com, smart collision detection, auto-SSL, and costs 80% less than Heroku. Transform any $5 server into your personal Vercel.

DeepRe - AI駆動の深い調査レポート生成ツール

hirokidaichi

local mcp server perplexity

Fujitsu Social Digital Twin MCP Server

3a3

MCP-enabled server for natural language interaction with Fujitsu's Social Digital Twin API. Execute economic and social simulations directly from LLMs and verify effects before real-world implementation

Honeycomb MCP Server

kajirita2002

Honeycomb MCP (Model-Controller-Presenter) Server implementation

MCP Servers

cmiles74

Docker Container with Useful MCP Servers

Agent Knowledge

Ddhjx-code

AI agent面试skill，可以模拟面试过程

Scenario.com MCP Server

pasie15

A Model Context Protocol (MCP) server for the Scenario.com API

MCP Server for NBA Stats Predictor Application

dhrbtjr0331

MCP server of NBA stats predictor app that generates player performance forecasts using real-time data analysis and advanced statistical modeling

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

stack-exchange-mcp

jagreetdg

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

MCP Servers for Cursor AI

mericozkayagan

All in one place for my MCP servers

Pqs Prompt Quality Score

OnChainAIIntel

The world's first named AI prompt quality score. Score any LLM prompt before it hits any model — returns grade (A-F), score out of 40, percentile, and dimension breakdown across 8 quality dimensions.

Openapi Mcp Server

h2562961224

把使用openapi作为接口文档的用springboot构建的web应用转成mcp server

Image Generation MCP Server

dfeirstein

Model Context Protocol (MCP) server enabling AI clients (Cline, Claude Desktop) to generate images using OpenAI (DALL-E 3, gpt-image-1) and save them directly to the user's project directory.

AI Image Generation Server with MCP Interface

aymec

This project provides an HTTP server for image generation using Stable Diffusion, along with a Model Context Protocol (MCP) server that enables AI agents to request image generation.

mcp-server-nmap

douyipu

A MCP server for Nmap.

Bitable MCP Server

lloydzhou

This MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools.

Sonarr MCP Server

jbydeley

Give your LLM access to Sonarr

Local Seo Data

localseodata

MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools.

GitHub MCP Server

renantrendt

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

Renoun Mcp

98lukehall

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST API.

Speech AI (Pronunciation + TTS + STT)

fasuizu-br

Production-ready examples for Brainiall Speech AI APIs — Pronunciation Assessment, STT, TTS. Python, JavaScript, curl, and MCP configs.

spring-ai-mcp-server

moises-paschoalick

Projeto de estudo que implementa um MCP Server com Spring AI, permitindo criar ferramentas personalizadas que interagem com LLMs por meio do protocolo MCP.

Tridion DXD MCP Server

RWS

An example Model Context Protocol Server for Tridion DXD