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.
nayanprasad
zhangpanda
The fast, idiomatic way to build MCP servers in Go. Struct-tag auto schema, middleware chain, tool groups, auth, adapters for Gin/OpenAPI/gRPC, async tasks, Inspector UI, and more.
Safeturf
NeilD-NYC
Institutional-grade research reports on hedge funds, venture capital and private equity. Generates a 2-page manager diligence & intelligence brief covering SEC Form ADV, 13F holdings, key personnel with FINRA status, sanctions screening (OFAC, EU, UN, HMT), social signals and red
suzukalight
ClineとMCP Serverの接続をテストするためのリポジトリです。
WinWin-travel
WinWin.travel MCP Server
basilalshukaili
13 MCP tools to find, message, and book appointments at small businesses worldwide.
karthiknadar1204
jasondsmith72
A browser automation MCP server for AI models like Claude and Gemini 2.5, enabling web browsing capabilities through natural language
zhangzhefang-github
mcp-add-server
Guepard-Corp
OrHavraPerry
Identify plants from photos using the Pl@ntNet API. Returns ranked species matches with confidence scores, scientific/common names, and taxonomic data. 3 tools: identify_plant, list_projects, check_quota.
rambo586
dreamfactorysoftware
DreamFactory MCP Server enables AI assistants like Claude to directly query your databases through DreamFactory's auto-generated REST APIs.
MCP-Mirror
Mirror of
RicardoMoya
KinielaGPT es un servidor MCP (Model Context Protocol) diseñado para potenciar tus predicciones de la Quiniela mediante un análisis avanzado de datos. Combina las probabilidades oficiales de LAE con un análisis contextual profundo: histórico de enfrentamientos, rachas recientes,
ECEAthipanbose
MCP Server Demo repository for demonstration and development purposes.
adrianozagallo-home
mcp-server
myownipgit
Tutorial on creating NDAs using eSignatures MCP Server
Rafiza115
BrunoSSantana
NathanPr03
MCP Server for Interfacing with Splunk
arielbk
Anki MCP gives you conversational access to your Anki flashcards—quiz yourself, create cards, analyze progress, and manage your collection with natural language.
fere-ai
FereAI's MCP Server - The most powerful Crypto MCP Server.
khai01
MCP Server 구축과 활용
moorcheh-ai
MEMANTO is a memory agent. It remembers, recalls, and answers - so your agents can achieve long-term goals and avoid confusion.
andrewlamamills-tech
Campaign link infrastructure for AI agents and developers. Validate destinations, build UTM-tracked links, and inspect landing pages for social-sharing readiness (OG tags, Twitter Cards, viewport, canonical, favicons) — one `mlz preflight` command runs build + validate + inspect
getmasv
Provides LLMs with tools to interact with the MASV API.
HazloPosible
Search and discover volunteer opportunities across Spain via hacesfalta.org. Filter by province, category, schedule, age group and more. Each result links to the sign-up page on hacesfalta.org.
MCP-Mirror
Mirror of
trilliwon
hajifkd
storybookjs
Help agents automatically write and test stories for your UI components.
CharlieKerfoot
An MCP server providing support for the Three.Js 3D graphics library.
IndiaJonathan
Galachain MCP server for use with LLMs
foldwork-dev
Local MCP daemon that compresses your codebase before sending it to Claude 41-89% token reduction
nzrsky
MCP-Mirror
Mirror of
Compuute
Scan-as-a-Service for MCP servers — HTTP+MCP wrapper around compuute-scan
Codebrahma
trailblazelabs
bintocher
Rupert1987
Agent gateway with 17 MCP tools — web search, image gen, Polymarket signals, Alpaca paper, real-time earthquakes + 72h forecast, weather, drug interactions, undervalued antiques, consumer demand signals, AI clones, app directory — plus a registry of 1500+ third-party agents. $5 f
ThomasVuNguyen
Practice building MCP servers
cryptographer11
Crypto technical analysis inside Claude. Ask about any coin — get live TA from Binance (EMA, RSI, MACD, ADX, Bollinger Bands, TSS score), macro market context (BTC dominance, ARS, MRS), coin ranking, and a grounded bull/bear debate. No API key needed except for the debate tool.
RyanNg1403
This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.
rashee1997
Your AI Agent's Persistent Brain - A Comprehensive Memory & Task Management System
jlmelis
MCP server for easily opening code3 projects in either VS Code or Visual Studio
muka
MCP server for web searches
stepanic
Fully AI generated Flutter app in Claude Desktop with 3.7 Sonnet by MCP servers desktop-commander and sequential-thinking
JuanLadeira
Learning how to build mcp-servers to connect in llms via langchain
PedroCorreiaaa
ryoppippi
MCP-Mirror
Mirror of
dkremsa
Charter Boats MCP server for ChatGPT Apps and AI assistants
Ganapathi-AJ
Test repository for server functionality
jalenzz
AnthonyPuggs
MCP server for retrieval of Australian economic and financial data - supports ABS, RBA and APRA
megahobbler
MCP server for Telo, a gender-neutral scalp health brand from Singapore. Get personalised product recommendations, ingredient science, gift guides, and hair assessment info. 100% herbal products with no known side effects. 5 tools covering product recommendations, detailed produc
arqady01
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.