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.
leandrozapata
DrSatyr
ChengJiale150
An MCP service specifically developed for AI to connect and manage Jupyter Notebooks
MCP-Mirror
Mirror of
laksiri-kingslake
merteraslan
Codewith-me1
MCP Server for Connecting Google Calendar And Claude Desktop
webberdesign
just-record
MCP Server Test - 공개코드인 Weather를 이용하여 MCP Server를 구성하고 GitHub에 등록한 후 Smithery에 등록 하기 Test
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 eBay (beta): https://www.cdata.com/download/download.aspx?sku=BEZK-V&type=beta
webdevtodayjason
psikosen
awasero
AI-powered meeting scheduling via MCP. Let Claude check your calendar, find mutual availability across companies, and book meetings — all through natural conversation. 6 tools: get_meetings, get_contacts, get_availability, schedule_meeting, get_recommended_slots, natural_language
davidmosiah
Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready
OjasKord
Real-time company verification, KYC, and due diligence across 130+ jurisdictions for AI agents. Search companies, verify identities, assess risk, and get officer data from UK Companies House, Singapore ACRA, and US SEC EDGAR.
cstamigo-droid
LumabyteCo
Yanick-Salzmann
CloudSecurityAlliance
Several MCP servers the CSA uses, collected into a single repo for ease of use
PortFray
Guide to connect to Trade Agent's MCP server and trade stocks and crypto
adanb13
Cirdan maps and watches the live infrastructure your agent session can reach — Docker, Kubernetes, cloud, IaC, and telemetry — then exposes it over MCP. It fingerprints the environment, builds a dependency graph, detects incidents, and can run evidence-backed actions. It inherits
Franco-yvr
clean99
An MCP server implementation that provides tools for interacting with the [Telegram Bot API](
JackKuo666
🔍 Enable AI assistants to search and access ClinicalTrials.gov data through a simple MCP interface.
CDataSoftware
This read-only MCP Server allows you to connect to Amazon Marketplace data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
pepesto-solutions
MCP server for the Pepesto's Grocery Shopping API - give your agent the ability to turn any recipe (a URL, plain text, or a photo) into a matched basket of real supermarket products with live prices, across 26 European supermarkets. The MCP covers the **recipe → matched cart** ha
c5huracan
Find the right MCP server for any task. 4,500+ servers ranked by community trust.
kevinpbuckley
Unreal Engine MCP
Jmpy-me
Jmpy Mcp Server
hubinoretros
Advanced cognitive thinking MCP server with DAG-based thought graph, multiple reasoning strategies, metacognition, and self-evaluation.
jefersonprimer
andrelbraga
MCP Servers
KendamaQQ
Finage MCP Server
Qitmeer
The mcp server for qng
ovaismehboob
MCP Server that talks to Graph API
endorhq
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached, Alpine, or Valkey in isolated sandboxes. Get pre-configured applications that boot in less than 5 seconds, with direct AI agent integration for instant development and testing environments.
roy2an
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..
famadeuser
beepboop2025
The grounding check agents run before they answer: verdicts with confidence scores and cited sources.
ConechoAI
A Model Context Protocol (MCP) server that provides AI image generation and editing capabilities using Google's Gemini 2.5 Flash Image API. Generate stunning images, edit existing ones, and iterate on your creations with simple text prompts.
Timwal78
dusenkajozef
Tarunkumarchelumalla
npmjs
E-Commerce Intelligence MCP Server
cbc3929
SegfaultSorcerer
Java memory leak diagnostics via MCP. Channels jcmd, jmap, jstat, JFR, Eclipse MAT, and async-profiler into a structured investigation workflow with confidence-based verdicts. Two slash commands: /leak-scan (conservative) and /leak-deep (full forensics). Designed for Claude Code.
nexiansOrg
brainbytes-dev
Swiss medication shortage data for Switzerland. 8 tools: search shortages, find alternatives, check ATC groups, company profiles, weekly summary. Data from drugshortage.ch, BWL, and Spitalpharmazie USB. Free tier included.
MCP-Mirror
Mirror of
mustafacagri
🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only the best. ⚡🏆 Goodbye, ba
Br0ski777
Detect PII in text: emails, phones, SSNs, credit cards, IPs, addresses. Regex-based. -- x402 micropayment API + MCP server for AI agents
revdoku
Revdoku lets Claude, Codex, ChatGPT, and other AI agents publish generated reports, dashboards, prototypes, documents, and interactive app sites as real websites. Sites can be public, password-protected, or mapped to your own domain; regenerating keeps the same URL.
snjyor
Binance Cryptocurrency MCP - AI-Powered Crypto Market Data Assistant. Access real-time Binance crypto data through your AI assistant! Get prices, charts, order books and trading history with simple questions. Compatible with Claude and Cursor, installs in three command lines. Tur
omniologynow-rgb
The DeFi Brain for AI agents — ask Claude to find safe yields, grade liquidity pool risk, simulate profits, calculate impermanent loss, and track whale movements across 86 blockchains and 6,500+ liquidity pools. Risk-scored A-F, Monte Carlo simulations, real-time DeFiLlama data.
madhavarora1988
simple poc to demostrate an mcp server on top of sqlite db
OneofGods
Troubleshooting guide for Vega-Lite MCP server integration with Claude
rvjwhite
Fixed configuration for Model Context Protocol server with proper dependencies
Draco-Cheng
AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that
KrystalgLOSS
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.