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.
MCP Servers
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
All
Alpha Vantage MCP Server 📈
deepsuthar496
A simple MCP server that fetches real-time financial data from Alpha Vantage API. Get instant access to stock prices, crypto rates, and market indicators with easy-to-use commands.
4Finance & Commerce
resource-hub-server
adamwattis
An MCP proxy server to connect to the resource hub
4Other
AI CLI
tryAGI
AI in your terminal — powered by agents and MCP
4Developer Tools
Configurable Puppeteer MCP Server
afshawnlotfi
Configurable Puppeteer MCP Server
4Browser Automation
Kubernetes AI Ops Agent
jhzhu89
AI-powered assistant that enables natural language interactions with Kubernetes clusters. Simplifies DevOps workflows using Model Context Protocol (MCP) servers for executing K8s operations through conversational interfaces.
4Cloud & Infrastructure
Backgen Mcp
IbrahimKhaled19
Backend project scaffolding CLI — generate production-ready Node.js/Express/Prisma backends in seconds. Plugins, presets, auth, RBAC, audit logs, and more.
4Other
MCP Playbook Server
dwarvesf
A Model Context Protocol (MCP) server for managing project documentation and saving conversation logs within a user-specified target project directory.
4Other
MCP MySQL 本地数据库服务
TristanLib
4Databases
Composer
OliverGrabner
🔌MCP server that gives AI coding agents a visual architecture canvas
4Other
Google Cloud MCP Server
lreimer
A MCP server implementation for Google Cloud using Go and Cobra.
4Cloud & Infrastructure
solana-docs-server MCP Server
aldrin-labs
solana docs
4Memory & Knowledge
Tunetank Mcp
tunetank
4Other
MCPKG - Model Context Protocol Knowledge Graph
owulveryck
A MCP (Model Context Protocol) server that exposes primitives for interacting with a Knowledge Graph
4Memory & Knowledge
Flipt MCP Server
flipt-io
4Other
DeepMyst MCP Server
DeepMyst
An MCP server that allow you to talk to DeepMyst and perform collaboration between LLMs using our Gateway, Router and Token Optimization
4Other
通用数据库 MCP 服务器
xiaoshi7915
一个通用数据库 MCP服务器，支持连接到各种关系型数据库系统并提供数据库结构信息和执行只读 SQL 查询
4Databases
decoupler-MCP
scmcphub
MCP server for biological activities analysis using decoupler
4Other
AGE-MCP-Server
rioriost
Apache AGE MCP Server
4Other
Turbot Guardrails Model Context Protocol (MCP) Server
turbot
Enable AI assistants to explore and query your Turbot Guardrails data!
4Other
PlayFab MCP Server
akiojin
PlayFab MCP server with CI/CD and release-please
4Developer Tools
Blocknative MCP Server
kukapay
An MCP server that provides real-time gas price predictions across multiple blockchains.
4Other
JSON Logs MCP Server
mfreeman451
MCP server for Python JSON logs
4Developer Tools
go_mcp_server_youtube_search
hightemp
A simple MCP (Model Context Protocol) server that provides tools for searching and retrieving information from YouTube videos. This server can be used with AI assistants that support the MCP protocol.
4Media & Design
AIBD Dev Container
gergelyszerovay
A preconfigured development container setup for AI-assisted development with Claude, based on VS Code Dev Containers with integrated Model Context Protocol (MCP) server for file system and shell operations.
4Cloud & Infrastructure
CRIC物业AI MCP Server
wuye-ai
CRIC物业AI MCP Server
4Other
MCP Google Maps
ArtixZ
MCP Google Maps server that can be used by claude, cursor, chatgpt, etc.
4Media & Design
Web Application Penetration Testing MCP
yallasec
4Other
Confluence MCP Server Example
BootcampToProd
A Spring Boot AI-powered Model Context Protocol Server for interacting with Confluence Cloud
4Memory & Knowledge
WhatsApp Business API MCP Server
mattcoatsworth
4Communication
Node Code Sandbox MCP 🛠️
mozicim
# 🐢🚀 Node.js Sandbox MCP ServerThis repository hosts a Node.js server that implements the Model Context Protocol (MCP) for running JavaScript in isolated Docker containers. It allows for on-the-fly npm dependency installation, making it easy to execute code safely and efficient
4Reasoning
Memory Custom
BRO3886
simple memory mcp server with custom memory location
4Memory & Knowledge
mcp-gateway-go
zhengkunwang223
A Go gateway that converts stdio-based MCP servers to SSE endpoints using mcp-go.
4Other
🤖 MCPServe by @ryaneggz
ryaneggz
🔌🔄 Simple MCP Server Deployment
4Other
Mcp_server_s3_download_files
ENGRZULQARNAIN
This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within
4Files & Storage
AI Customer Support Bot - MCP Server
ChiragPatankar
4Data & Analytics
Rememb
LuizEduPP
Persistent memory for AI agents — local, portable, zero config. Works with Cursor, Windsurf, Claude via MCP.
4Developer Tools
Todoist Mcp Server Cf
deepakjois
barebones Todoist MCP server - deployed in Cloudflare
4Productivity
Claude Desktop Transport Bridge
chromecide
An Stdio MCP server providing a bridge to servers using other Transports
4Developer Tools
Mcp_
Eric8900
MCP Servers, in one place
4Other
MCP 图像处理服务器
HYPERVAPOR
mcp server for image professing
4Media & Design
Atlas Cloud Mcp Server (image / Video / Llm Apis)
AtlasCloudAI
MCP server for Atlas Cloud - AI API aggregation platform for image/video generation and LLM
4Media & Design
PostgreSQL
vinsidious
MCP server for getting schema information from a PostgreSQL database
4Databases
Semantic Search MCP Server
mhart
An MCP Server to search a Vectorize DB
4Search
PreReason
PreReason
MCP server for PreReason, the Context API for financial agents. 17 pre-reasoned market briefings with trend signals, regime classification, confidence scores, and cross-asset correlations.
4Data & Analytics
mcp-dice: A MCP Server for Rolling Dice
yamaton
A MCP server enabling LLMs to roll dice
4Other
What is Model Context Protocol (MCP)?
Abhi5h3k
A lightweight Model Context Protocol (MCP) server that enables your LLM to validate email addresses. This tool checks email format, domain validity, and deliverability using the AbstractAPI Email Validation API. Perfect for integrating email validation into AI applications like C
4Communication
Airtop MCP Server
alecf
An MCP server to talk to Airtop (https://www.airtop.ai/)
4Other
MCP Server ODBC via PyODBC
OpenLinkSoftware
A simple MCP ODBC server using FastAPI, ODBC and PyODBC.
4Other
Bookworm
dcdpr
MCP server for Rust documentation
4Other
UniAuto MCP Server
samuelvinay91
Universal Test Automation MCP Server with self-healing capabilities and Smithery.ai integration
4Other
Go-MCP-File-Server
linimbus
4Other
Azure Dalle MCP Server
jacwu
4Cloud & Infrastructure
Tiangong AI MCP
linancn
4Other
GitHub MCP Server in Go
metoro-io
An unofficial implementation of an mcp server for github in go. Used internally at Metoro.
4Version Control
Everything MCP Server
RonaldDegsa
An MCP server implementation providing system-wide functionality including file operations, HTTP requests, and command execution
4Other
GemForge (Gemini Tools)
PV-Bhat
MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.
4AI & Agents
goose-with-mcp-servers
elsewhat
Codename goose docker image with mcp servers
4Other
Telegram MCP Server
abhinavkale-dev
Simple Telegram MCP server
4Communication
Typesense MCP Server
sourabh-khot65
MCP server for connecting to you typesense collections and retrieve data using your favorite MCP client (Claude/ Cursor)
4Other
Serial-MCP
PaDev1
MCP server allowing Agents to talk to devices connected to serial port of the computer. Tested only with MAC atm.
4Other
Frequently asked questions
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.