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.
MCP-Mirror
Mirror of
Gloomysunday28
luminati-io
Example MCP server and instructions for connecting Anthropic LLMs to external web scraping tools, with real-world examples and Bright Data integration.
MCP-Mirror
Mirror of
liye71023326
Get real-time weather information from anywhere in the world Display detailed weather information (temperature, humidity, wind speed, etc.)
thitiph0n
MCP server for tracking daily calorie intake with accurate BMR/TDEE calculations. Built on Cloudflare Workers with D1 database.
rafsilva85
AI-powered credit optimization for Manus AI. Automatically analyzes each prompt and routes to the cheapest capable model (Standard vs Max, Agent vs Chat mode). Saves 30-75% on Manus credits with zero quality loss. Tested across 53 real-world scenarios. Free and open-source.
istinyepark
darwintree
pauldw
MCP Server with an artisinal selection of bespoke agent tools.
apifyforge
Sovereign debt contagion modelling and geopolitical risk analysis are now available as a single MCP server your AI agent can call directly.
junter1989k-ai
joshua400
Multilingual intelligence + memory + safety + voice layer for autonomous AI agents
geezerrrr
Claude can perform Web Search | Exa with MCP (Model Context Protocol)
dks50217
MCP Toolset for FFXIV Lodestone — Integrates NetStone into a modern, natural-language-driven MCP server for character and world data queries.
SpicyRiceCakes
alfie-tek
GitHub MCP server for Cursor IDE
AriesBerries
An MCP server implementation for GitHub
EquateItAu
MCP server for ClassQuill — read-only access to tutoring-business data (sessions, students, tutors, invoices, payments, reports) for Claude, Codex, Cursor & more.
bbak
Monte-Carlo-Simulation Forecasting and various statistical methods to assess the stability of the flow and diagnose flow issues.
madhurprash
This creates an MCP server enabling Claude to run security scans on Terraform code, create architecture diagrams of your AWS cloud architectures and execute terraform commands to deploy or modify resources
arjshiv
geekflare
Geekflare MCP server to scrape, search, screenshot, and run network tools.
enginekiss
Cursor + GitHub MCP Server 自动管理代码库
mrlynn
MCP server for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search. Provides 11 tools for semantic search, document ingestion, cost estimation, and model exploration. Full RAG pipeline: chunk, embed, vector search, and rerank from any MCP client.
crony-io
An MCP (Model Context Protocol) server that generates advanced mock 2D PNG assets for games prototypes — directly from any MCP-compatible AI client such as Claude Desktop.
ShiftinBits
Your AI agents don't understand your codebase. Upgrade from text search to code understanding.
kmizu
A MCP server for using web camera
junter1989k-ai
Hungary Invoice
vijaykodam
mednizar8058
A repository demonstrating the integration between Cursor IDE and GitHub MCP (Mission Control Protocol) Servers
necto-pro
DivyanshuSinghania
Learning mcp server and clients through Documentations
sheep52031
infinitimeless
MCP server for podcast discovery through web crawling
rjmoggach
A basic stdio & streamable http implementation of FastMCP Server
manavaga
AI-powered crypto signal intelligence. Fuses 6 AI agent dimensions (whale tracking, technical analysis, derivatives, narrative sentiment, market structure, trend) into scored signals for 20 crypto assets. Updated every 15 minutes with LLM-generated insights.
ahmaxdev
AI Git workflow MCP server. Generates conventional commit messages, branch names, PR descriptions, and manages work streams (wip, hotfix, review, experiment). Works with Cursor, Claude Desktop, Claude Code, Windsurf, and VS Code. Install: pip install gitrama-mcp
Lucasdoreac
Um servidor MCP universal para desenvolvimento PHP em qualquer provedor de hospedagem ou nuvem
Jakedismo
🎯 Overview
daniel-underpass
On-demand live vision for AI agents. Open a session at a lat/lng, receive a JPEG snapshot or WebRTC stream, settle per-second in USDC on Base. The agent-first way to give an LLM eyes on the physical world.
andrelandgraf
PoC of an MCP server in a Next.js app with Neon Auth and custom OAuth flow for MCP.
arkapatra31
Implementation of Anthropic's Model Context Protocol
gaiabio12-design
Post-quantum cryptography (PQC) security scanner for blockchain and AI agents. Detects quantum-vulnerable algorithms (ECDSA, RSA, DH) and provides NIST FIPS 203/204/205 migration paths. Free, open-source, privacy-first. Scan any GitHub repository or smart contract via MCP tools:
DonMorr
Alphavantage MCP Server
haruotsu
https://github.com/github/github-mcp-serverをトレースします 👀
juny-klave
dj-pearson
The Supabase Coolify MCP Server enables AI agents to fully manage self-hosted Supabase instances on Coolify. It provides 52 production-ready tools for database migrations (with rollback), edge functions, storage, authentication, and health monitoring. Features include Zod-based i
Shippo
Multi-carrier shipping for AI agents: compare rates, buy labels, track packages, and validate addresses.
Br0ski777
x402 micropayment API for AI agents. Classifies text into categories. Pay per call with USDC on Base.
InsForge
InsForge is a backend platform for AI-driven development. It provides the core building blocks for modern apps — including Auth, Database, Storage, and Functions. It offers production-grade cloud infrastructure out of the box, serving as an alternative to AWS.
openGemini
CNCF openGemini MCP Server
unckan
An MCP server to answer questions about data
prmail
WellPulse MCP is a plug-and-play intelligence layer that turns raw wellbeing data into clear, actionable insights for AI systems. With a single integration, it connects your copilots, agents, or dashboards to both trusted public benchmarks (like CDC PLACES) and your organization’
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
ccmitchellusa
MCP server which provides IBM Cloud as a tool for use by LLM's, eg. via Anthopic Claude Desktop or map-cli (open source).
Imsharad
A Gmail Model Context Protocol server for seamless integration with AI assistants
tleguen833
Basic arXiv MCP server
ServiceStack
MCP Server for ServiceStack APIs
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.