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.
vuutla
ServiceStack
MCP Server for ServiceStack APIs
volteditor
a mcp server for interacting with ChromaDB
xiaolai
One brain, many arms. Spawn multiple specialized Claude Code agents as MCP servers via the Agent SDK. Each instance gets its own model, tools, prompt, and personality.
NanaGyamfiPrempeh30
An MCP server that connects AI assistants to Ambient Weather personal weather stations. Built with Python FastMCP. Exposes three tools: ping (health check), get_devices (lists all stations on your account with latest readings), and get_current_weather (full weather report for a s
danchev
A Model Context Protocol (MCP) server for agentic retrieval of financial data. This server leverages YFinance to provide a simple and efficient way to access historical stock prices, dividends, stock splits, company information, and other financial metrics.
MCP-Mirror
Mirror of
wesuper
omnilink - the omoni mcp server links AI agents to evertthing. Powered by Spring AI Alibaba.
Chris79OG
MCP server security scanner that detects vulnerability patterns in MCP server configurations and outputs SARIF reports. Scans for prompt injection risks, tool poisoning, excessive permissions, and other security issues in Model Context Protocol servers.
stoicsoft
Portable AI memory vault — save memories, skills, and configs to a local database and share them across Claude Desktop, Claude Code, Cursor, Cline, and more.
SiteGlue
Medrehab MCP Server
OctagonAI
jasoet
Sample Code to Build MCP Server using golang
chiefnamingofficer
Learning what it means to use MCP by trying to interact with Dynatrace MCP server.
jalexspringer
ma-pony
Playwright MCP Server 一个基于 FastMCP 框架的专业级 Playwright 浏览器自动化 MCP 服务器,为 LLM 应用提供强大的网页交互和数据提取能力。
xiaofan88
billy12151
Share one memory store across all your AI coding tools. Memory Arbiter is a lightweight, fully local MCP Server with built-in dual-timeline conflict arbitration. No cloud, no LLM calls — just SQLite.
HillsBroker
Responds to supplier emails by checking for required RFQ XLS file and replying accordingly.
MCP-Mirror
Mirror of
xpfyg
基于 Model Context Protocol (MCP) 的12306购票搜索服务器。提供了简单的API接口,允许大模型利用接口搜索12306购票信息。
kensaurus
Your AI shipped it. Mushi tells you why it broke — plain diagnosis and a paste-ready fix prompt in Cursor. No second LLM key.
Yummybait-fin
Keyless MCP server for building unsigned Uniswap v3 liquidity transactions (collect, close, mint)
sumitsatapathy
A repository for testing MCP servers
kky42
Enable Claude Code, Cursor and other AI tools to call Codex for task execution. Plus/Pro/Team subscribers can maximize GPT-5 usage without additional costs.
Leviathan0x0
Chronicle MCP is a high-performance, universal local chat history archive connector designed specifically for Model Context Protocol (MCP) clients like Cursor, Claude Code, and daily development environments. Built natively in Python, it serves as an intelligent local storage and
Shrau1711
A server that enables AI assistants to interact with Spotify via the Model Context Protocol (MCP). It allows fetching current playback, controlling playback, and accessing user playlists.
JANHMS
Integration of Needle in modelcontextprotocol
Ranork
MCP-native open-source Notion alternative. Read and write pages, customizable databases, and kanban/calendar boards through a remote MCP server with OAuth 2.1 and a full audit log.
karmveershubham
AI AGENT BUILT WITH MCP SERVER
fr0gger
The NOVA MCP Security Gateway is a prompt-validation service that runs first in your Model Context Protocol (MCP) chain. It loads Nova rules (in .nov format), checks each incoming prompt against these rules, and blocks any that match high-severity security or jailbreak patterns.
dadang11
v4.16.0 - AI-powered Solana DEX whale intelligence for Claude Desktop. 9 tools: whale alpha scanner, divergence scanner, accumulation/neutral/distribution phase scanners, BTC macro regime monitor, and NEW BTC Futures Signal (4H+5m multi-timeframe scalping). Pay-per-call via x402
adejaimejr
Servidor MCP para integração entre extensão Chrome e Claude AI
proxyml
MCP server for the ProxyML API. Gives Claude (and other MCP clients) direct access to ProxyML's surrogate modelling and explainability tools.
embeddedlayers
MCP server for data analytics — upload CSV files or connect Shopify, Stripe, GA4, and Search Console. 50+ statistical and ML tools including regression, clustering, time series, hypothesis testing, and customer analytics. Semantic tool discovery matches your question to the right
Fekdaz
samwang0723
MCP server for Sumologic
apifyforge
Political influence network analysis for AI assistants — map donor-politician-legislation relationships, detect conflicts of interest, and trace dark money flows through 8 US government data sources in a single MCP tool call.
MCP-Mirror
Mirror of
rhinosaas
Model Context Protocol (MCP) server for the [Rebillia Public API](https://apiguide.rebillia.com/). It exposes **tools** to call the API and **resources** with API documentation so AI assistants can manage customers, products, rate plans, and understand the API.
LeonTing1010
Your AI agent scrapes X today, gets broken HTML tomorrow. Taprun compiles the site once into a deterministic program, then `tap doctor` monitors health contracts + structural diffs to catch silent breakage before your data goes stale. 140+ pre-built skills across 68+ sites. Works
amaterous
URL shortening and click analytics MCP server. Shorten URLs, create custom short links, track clicks, and analyze link performance.
RaoHai
mrpaapi
salesforce-http-mcp-server
rsksmart
faridjafarlee
Looks up for design.md file from refero styles to make your UI design better.
yava555
A Model Context Protocol server for Android Debug Bridge (ADB) control
g-digital-by-Garrigues
GoCertius — Digital Trust services APIs for your agents. Bridges any MCP-compatible client (Claude Code, Claude Desktop, Cursor, etc.) to certified photos & videos, certified chats, signatures and certified notifications.
attilakiss9000
Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.
MCP-Mirror
Mirror of
jtluoto
First try to do something with an MCP server
cedrazgabriel
shokjak
Travel Deals MCP is a Model Context Protocol server that lets AI agents search curated resort packages, vacation bundles, and travel deals in real time.
SGFGOV
MCP server for Medusa JS SDK
moikas-code
ProfessionalWiki
Model Context Protocol (MCP) Server for MediaWiki
luke-fairbanks
Native macOS app that boots all your local dev servers with one button: smart port allocation, crash recovery, live resource monitoring, and an in-process MCP server so Claude/Codex can drive your dev environment.
pocketkk
MCP (Message Control Program) Servers Collection
tomklein0
martincik
MCP server to help with i18n translations
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.