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.
Half-Dozen
scitara-cto
A flexible and extensible framework for building Model Context Protocol (MCP) servers that conforms to the [Model Context Protocol specification](
hachecito
mehmetakinn
Maury1329
Automata-Labs-team
MCP server for browser automation using Playwright
asdqwsadq
logannye
A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.
LukePrior
A MCP Server for the SondeHub API primarily to experiment with MCP
nealriley
1Levick3
Mcp server for postgres
adappterxyz
MABAAM
Parse and generate VFX industry file formats via MCP. Round-trip stable Nuke .nk, MaterialX .mtlx, and USD ASCII .usda parsing — pure transforms, no filesystem access, zero native dependencies.
kage-core
A framework for collaborative agent memory. Kage is shared, code-grounded memory for developers and their coding agents: capture a learning once — a bug cause, a decision, a gotcha — and the whole team plus every agent recalls it next time it's relevant. Memory is grounded in you
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
adiadd
my personal mcp server 👋🏾
amarpreetbhatia
Basic MCP server example with Spring AI
lamemind
Esperimento di sviluppo Java EE automatizzato con Claude + MCP
asdqwsadq
learntocloud
doramart
vikaskumarprofessional92
A project to demonstrate Playwright MCP server usage with Jenkins pipeline
PirateWarrior
hightemp
MCP server in Go for computer automation. Uses robotgo library for desktop automation.
Planwright
Control plane for autonomous software labor. Agents claim objectives over MCP with audit trail.
junter1989k-ai
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Facebook (beta): https://www.cdata.com/download/download.aspx?sku=RBZK-V&type=beta
juanmaalt
JayArrowz
wfkpk
lubosstrejcek
bradfair
An MCP server for managing `.clinerules` files using shared components and persona templates.
MCP-Mirror
Mirror of
xweety
A TypeScript/Node.js implementation of the Model Context Protocol (MCP) server for accessing historical stock market data through the Alpha Vantage API. This server enables LLMs and agentic workflows to seamlessly interact with financial data.
Muskan244
Claude-compatible tool to read and summarize files using Apache Tika and MCP protocol
MCP-Mirror
Mirror of
Laiye-ADP
ADP is an Agentic Document Processing (ADP) product independently developed by Laiye. It deeply integrates Vision-Language Model (VLM), Large Language Model (LLM) and agent autonomous decision-making technologies, thoroughly revolutionizing traditional document processing modes.
Ninjabeam20
MCP server with 44 tools across FIFA World Cup 2026 football, Formula 1, and IPL cricket - Monte-Carlo bracket sims, F1 pit-strategy, and a Dream11 IPL solver.
Skyvern-AI
AndreasBrageJivrell
402 Arcade is the first arcade for AI agents. Six paid micro-services ($1 USDC each on Base) designed purely for
goeffthomas
xiaobaicy
这是一个使用MCP Server创建的演示项目,用于展示Git和GitHub的基本版本控制操作。
peanut996
hedera-dev
Hedera MCP server
johwiebe
Anki MCP server
LaserFocused-ee
MCP server for providing documentation to Claude
enjoyzl
brooksy4503
manavsiddharthgupta
MCP server for google places API
adrianozagallo-home
mcp-server
ricardoalmira89
ElToque MCP Server
1362chenbai
GrandMasterK414
A clean implementation of Smithery.ai integration for Unity AI MCP Server
MCP-Mirror
Mirror of
crazyrabbitLTC
A MCP server for Snapshot
sadeghtkd
This mcp server allows Claude to perform network connectivity tests and ping operations.
InitechSoftware
Connect your TimelinesAI WhatsApp inbox to Claude. List chats, read history, send messages, react, label, assign teammates — all as you, in production.
BeingSoumyadeepSharma
MCP Server for taking notes using an LLM client like Claude Desktop.
uupt-mcp
UU货运核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的同城配送服务商。
introman2023
MCP Server for Tonzar.com — Russian B2B export marketplace with 160K+ products from 8,900+ manufacturers
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.