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.
Discover awesome MCP servers.
thmsmlr
Powertools for livebook.dev — AI Code Editing, MCP Servers, and Running Livebooks from the CLI
pottekkat
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.
Cicatriiz
A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools, including FDA drug info, PubMed, medRxiv, NCBI Bookshelf, clinical trials, ICD-10, DICOM metadata, and a medical calculator.
Azure-Samples
Landing page for Remote MCP Server efforts in Azure Functions with links to all language stack specific repos.
mcpgod
Fine-grained control over model context protocol (MCP) clients, servers, and tools. Context is God.
cswkim
MCP Server for Discogs
dcolley
Swagger to MCP server
pnp
Manage Microsoft 365 using MCP server
seuros
Rails Engine with MCP compliant Spec.
Matmax-Worldwide
Payload CMS MCP Server
theronic
Modex is a Clojure MCP Library to augment your AI models with Tools, Resources & Prompts using Clojure (Model Context Protocol). Implements MCP Server & Client.
newideas99
🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.
tuannvm
A high-performance Model Context Protocol (MCP) server for Trino implemented in Go.
mario-andreschak
A Model Context Protocol (MCP) server for Windows desktop automation using AutoIt.
sugarforever
高德地图MCP Server,支持stdio, sse和streamable-http
jparkerweb
🐇 Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities
Azure-Samples
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.
mwnickerson
A Model Context Protocol (MCP) server to converse with data in Bloodhound
HuggingAGI
ccabanillas
A Model Context Protocol (MCP) server implementation for Notion integration, providing a standardized interface for interacting with Notion's API.
libreearth
Gimp MCP Server
runreal
MCP server for Unreal Engine that uses Unreal Python Remote Execution
ccbikai
A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.
evalstate
ChronulusAI
MCP Server for Chronulus AI Forecasting and Prediction Agents
auth0
Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-language commands to create apps, deploy Actions, and query logs—runs locally and supports interactive tenant authentication for secure Auth0 administration from AI tools/CLIs.
ubie-oss
A Slack MCP server
dschuler36
An MCP Server for interacting with Reaper projects.
stass
LLDB MCP server
akbxr
Context7 MCP Server for Zed
panxingfeng
基于MCP技术,操作微信发送消息和获取历史记录
twilio-labs
Monorepo providing 1) OpenAPI to MCP Tool generator 2) Exposing all of Twilio's API as MCP Tools
DeepLcom
A Model Context Protocol (MCP) server that provides translation capabilities using the DeepL API.
okooo5km
A Model Context Protocol server that provides knowledge graph management capabilities.
tonypan2
An MCP server for playing Minesweeper
MCP-Club
A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers
dhakalnirajan
Open Models MCP for Blender Using Ollama
hannesrudolph
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
ccq1
awsome kali MCPServers is a set of MCP servers tailored for Kali Linux
oceanbase
MCP Server for OceanBase database and its tools
NapthaAI
Remote MCP server (SEE + Streamable HTTP) implementing the MCP spec's authorization extension. Use directly from your agents, or from Cursor / Claude with mcp-remote
TheEterna
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.
Rai220
MCP Server for reasoning
TheEterna
Spring Boot Starter: Auto-convert existing REST APIs (@RestController) to MCP Server with zero/low-code. Expose controllers as MCP Tools instantly.
lzsheng
yapi mcp server
awkoy
MCP for Replicate Flux Model - A powerful tool for generating customized images and SVG assets that match specific coding vibes and aesthetic styles. Streamline your visual asset creation process with AI-powered design generation tailored for developers.
SkyworkAI
generate lyrics, song and background music(instrumental). Model Context Protocol (MCP) server.
mangooer
MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment
nguyenvanduocit
🚀 All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows
SureScaleAI
A Model Context Protocol (MCP) tool server for OpenAI's GPT-4o/gpt-image-1 image generation and editing APIs.
stefanoamorelli
Open-source FRED MCP Server (Federal Reserve Economic Data)
ZukAi-MCP
simple web ui to manage mcp (model context protocol) servers in the claude app
lapras-inc
lapras.com 公式MCP Server
roadwy
A Model Context Protocol (MCP) server for querying the CVE-Search API
cklose2000
A Model Context Protocol (MCP) server for working with TradingView PineScript
mhart
An example Hono MCP server using Streamable HTTP
yzfly
MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor
aws-samples
Collection of examples of how to use Model Context Protocol with AWS.
royshil
An MCP server for OBS
berlinbra
MCP Server for Alpha Advantage API
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.
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.