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.
sharmamukesh04
amolenaar
Interact with models
relay-commerce
MCP-Mirror
Mirror of
enzoemir1
AI-powered e-commerce operations manager for Shopify and
Lissy93
Br0ski777
Hyperliquid vault summaries — APR, TVL, PnL, followers. -- x402 micropayment API + MCP server for AI agents
Br0ski777
x402 micropayment API for AI agents. Gets real-time DEX price quotes. Pay per call with USDC on Base.
kevinpbuckley
Unreal Engine MCP
diagrammo
MCP server for rendering DGMO diagrams. Generate sequence diagrams, flowcharts, ER diagrams, C4 architecture, gantt charts, kanban, sitemaps, mind maps, and 30+ other chart types from concise text markup.
yomogiu
a-s-g93
A short demo of the Neo4j Memory MCP server.
akto-api-security
Baptoshi
Top MCP Servers to use with AI
ishayoyo
Don't just read_file. Have a conversation. Ask "What were our total sales in Q4?" or "Find the top 5 employees by performance score" and get immediate, actionable answers.
satstream
MCP Server for Satstream API
RahulSaini02
This repo is dedicated to learning and working with large language models (LLMs), prompt engineering, and modern GenAI tools such as LangChain, RAG, and vector databases.
MarkPushRec
Backup of MCP server with rope tool implementation
Buu-AI
This server acts as a command execution gateway for the Buu platform, exposing tools to manage teams, subthreads, and generation requests using a standardized MCP interface.
robrighter
300+ calculators for AI agents via the Model Context Protocol. MCPCalc is a hosted MCP server that gives AI agents (Claude, ChatGPT, and others) access to a comprehensive library of calculators spanning finance, math, health, construction, engineering, food, automotive, and more
mattcoatsworth
MCP-Mirror
Mirror of
CaChiJ
서울시 교통 데이터 MCP 서버 - 실시간 교통 정보, 대중교통, 따릉이 등의 데이터를 제공하는 MCP 서버
SweetingTech
MCP server
phughesmcr
A template Model Context Protocol server in Deno
Braffolk
Provides summarised output from various actions that could otherwise eat up tokens and cause crashes for AI agents
gxdbox
tobylai-toby
(Demo) MCP Server to create and draw .vox models file locally
Br0ski777
Multi-chain gas prices in one call -- ETH, Base, Polygon, Arbitrum, BSC. Compare chains to find cheapest. -- x402 micropayment API + MCP server for AI agents
tanker327
James-Chahwan
Structural graph memory for AI coding assistants. repo-graph maps your codebase entities, relationships, and feature flows so the model navigates to the right files instead of reading everything first. Tree-sitter, 20+ languages, frontend to backend and more, any MCP client.
faranahmadk
MCP Java Client/Server using Spring AI
tinkermend
Building a MySQL MCP Server from the DBA perspective
mrlarryjohnson111
A production MCP server giving AI agents live Polymarket data as native tools: market search and prices, insider-scored whale trades (each verifiable by on-chain tx hash), trader leaderboards across 10 categories and 4 time windows, and wallet P&L profiles. Hosted on Apify (Strea
skprasad-korture
dieegoZX
PrajwalPrashanth
MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..
LukePrior
A MCP Server for the SondeHub API primarily to experiment with MCP
Project-Harrison
A Maritime Routing MCP Server that computes sea routes and geodesic distances using searoute and geopy. Built for maritime operations and research.
smhnkmr
A real-time cryptocurrency data provider for Model Context Protocol servers.
JohnJohnJohnJohn
Install: pip install deskpricer
Michdriod
twomasc
Never forget a thing. Stay focused on what matters today. Taskpile is a personal task tracker that catches every thought, errand, or "I should…" in seconds — from Claude, ChatGPT, Cursor, Le Chat, Lovable, or any MCP-compatible chat client.
ahmedyar7
davidmosiah
jamisliao
ryaker
A Model Context Protocol server for MongoDB integration with Claude
z-waterking
A repository for practicing MCP Server develop
genm
Discord Webhook MCP Server
calvincchan
xxczaki
MCP server for accessing VS Code/Cursor Local History. Useful for file recovery.
dazeb
A Wikipedia Image Search Tool. Follows Creative Commons Licences for images and uses them in your projects via Claude Desktop/Cline.
udhaykumarbala
MCP server for AI image generation and editing with Google Gemini (NanoBanana). Features structured JSON editing — decompose any image into a blueprint, then edit specific components with dot-notation paths. 5 tools, 10 built-in presets for ads, web, and social media.
allenbijo
MCP Server to get system info
junter1989k-ai
junter1989k-ai
junter1989k-ai
RJiazhen
yangzec
A MCP Server for Cubox
yoshichiba
rails-mcp-server Gemのデモアプリです。
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.