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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
jeongjisung690
this is a Moodle assistant
Virul360
An MCP server for Google Image Search integration
MardiantoS
halleluiaman-ux
Free search engine for EU textile sustainability law (ESPR, DPP, CSRD, CBAM, CWA 18291) — remote MCP server, no API key
AndyLeong33dev
This repository contains all source code for AIOS (Langchain server, Website, Desktop application). This will be a good example using MCPs
Filtrix-AI
Open-source agent skills from Filtrix AI — battle-tested image generation and editing capabilities for any AI agent
nikhilgy
This repository provides an MCP (Modular Command Platform) server for seamless interaction with all public QuickBooks APIs. It is designed to be integrated with Claude Desktop, enabling AI assistants to query, retrieve, and manipulate QuickBooks data programmatically.
thoughtspot
The testing library you need to test your MCP servers
mahenderkunchala22
MCP Server repository for managing and coordinating services
dumbspacecookie
Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).
Sk-Mahammad-Irfan
k4han
OrenGrinker
A professional Model Context Protocol (MCP) server that brings the joy of dad jokes to your development workflow. Perfect for lightening the mood during code reviews, team meetings, or when you need a quick laugh break.
we-mowen
墨问是集记录、创作和分享于一体的智能笔记工具和内容社区,让有价值的内容,在人与人之间流动。
TheWinci
Persistent project memory for AI coding agents. Hybrid vector + BM25 search with AST-aware chunking (24 languages), dependency graph boosting, conversation memory, checkpoints, annotations, and wiki generation. Local-first, zero config. `bunx mimirs init`
csainath0210
A sample Model Context Protocol (MCP) server for movie database interactions. Built with TypeScript, Express, and the MCP SDK, it enables AI agents to search and discover films, actors, and directors through standardized tools and resources.
davidorex
An MCP server for deep git repository investigation and analysis. Provides detailed insights into repository history, branch relationships, and development patterns, focusing solely on git repository analysis rather than general GitHub or git operation.
k3d3
Coding MCP server that does things
MiesnerJacob
An example Model Context Protocol server that provides weather data to LLMs.
OctopusDeploy
The Octopus MCP Server provides your AI assistant with powerful tools that allow it to inspect, query, and diagnose problems within your Octopus instance, transforming it into your ultimate DevOps wingmate.
moikas-code
JhiNResH
warpdev
A hub server that connects to and manages other MCP (Model Context Protocol) servers.
wishfinity
Universal wishlist for AI shopping experiences. Save any product URL from any store to a persistent wishlist directly from AI conversations.
sonirico
MCP server connecting AI systems to Elasticsearch clusters
trevorflipper
zw-byte
Dragonscale-Labs
Narendrareddygithub
Br0ski777
Detect PII in text: emails, phones, SSNs, credit cards, IPs, addresses. Regex-based. -- x402 micropayment API + MCP server for AI agents
MCP-Mirror
Mirror of
frocher
MCP Server for Luskad app
MCP-Mirror
Mirror of
arbuthnot-eth
A Model Context Protocol (MCP) server for PayPal API integration with backdated commits
HakanUcaar
Mcp server örnekleri
cicicalex
MCP server for the ZPL stability engine — 67 tools for Claude, Cursor, Windsurf, Zed. AI bias detection, market stability, game economy audits, crypto analysis. npx setup in 10 seconds.
moming2k
Make use of the SikuliX to build the MCP server for AI Agent to interact with the computer.
raksul
zerogon1203
victorzxj
jihulab mcp servers
dugynoo
Complete MCP server for Huly project management with 209 tools across 23 categories — issues, projects, tasks, comments, documents, cards, channels, calendar, time tracking, test management, processes, custom fields, attachments, leads and more. Includes custom task type support
sirmews
A declarative, composable model context protocol server that uses a remote config
deslito
A short summary of what the server does. Example: Modular agentic AI workflows for dataset cleaning and orchestration.
fluidattacks
MCP server that provides tools for interacting with the Fluidattacks API
zaeyasa
hirotoe0112
DockerでMCPサーバを作成するサンプル
valgresky
Gres is a minimalist AI command server for agents and developers. Snap pages, grab sites, source docs, and ask anything. One interface, zero fluff.
devoctomy
MCP Server for Spotify written in dotnet 8
GopinathMR
gavgrego
MCP server allowing MCP clients to interface with the seats.aero API
InnoBridge
MCP server to provide tools
CryingSurrogate
Ultimate MCP server aimed at stateful agents and managing vast workspaces
noorle
Noorle is a managed AI agent runtime with secure MCP gateways: built-in tools, custom WASM plugins, and 1,000+ connectors — auth, rate limits, and audit logs included.
Fluid-AI
The package manager for fluidmcp to quickly spin up mcp servers behind fastapi
hedge-dev
123123
justmywyw
LeeEirc
jeffrey12cali
MCP-Mirror
Mirror of
isdaniel
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.