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.
mads-hartmann
Just an MCP server example to understand it better
smartfrog
MCP server that lets LLM agents play real PICO-8 carts in deterministic lockstep: press buttons, step frames, inspect screenshots, read Lua globals, peek memory, reset/replay, and watch live in a browser.
fzthiait-ai
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 API Driver (beta): https://www.cdata.com/download/download.aspx?sku=FAZK-V&type=beta
waymark-network
Collective procedural-knowledge network for AI agents — the shared route map of the agent economy. Before attempting a non-trivial task (API integration, multi-step procedure), agents query Waymark for verified routes: step sequences and known gotchas other agents documented. Aft
relaxcloud-cn
MCP Port Scanner 是一款专为 AI 工具设计的智能端口扫描服务。它通过 MCP 协议与 Cursor 等 AI 编辑器无缝集成,将强大的网络扫描能力直接带入您的开发工作流。
Sohaib-2
Comprehensive PDF manipulation toolkit. Merge, split, encrypt, optimize PDFs through natural language commands via MCP protocol.
sheep52031
ShenghaiWang
🍎 Build iOS Xcode workspace/project and feed back errors to llm.
redleaves
**Context Keeper** 基于LLM驱动的智能上下文记忆管理系统,专为AI Agent提供企业级记忆能力。
fxjrin
Pay-per-decision DeFi intelligence for AI agents on Stellar. Built with x402 protocol.
raghav4
MCP-Mirror
Mirror of
Godalo-ai
MCP server that gives AI agents access to 30,000+ merchants across Awin, CJ Affiliate, Impact and more. One tool call. The entire affiliate market. Works with Claude, Cursor, Copilot and any MCP-compatible agent. Zero integration work. Zero maintenance.
msi-shamim
An MCP server that makes Flutter/Dart codebases instantly understandable to AI agents. Instead of spending 60,000+ tokens exploring a project every session, the agent queries pre-analyzed context through 6 tools — reducing orientation costs by 90%. Built on the flutter_project_st
vaibhavkharatmal-shreemaruti
ItamarZand88
MCP server for GitHub Knowledge Graph exploration and analysis
ni-shiliu
LeZuse
A minimal implementation of a Model Context Protocol (MCP) server
spawnbase
Query your Cloudflare Durable Objects from Claude Code, Cursor, and other AI clients. Read-only SQL access to DO SQLite storage via MCP protocol.
freema
MCP (Model Context Protocol) server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.
brivvyHQ
Give AI assistants your Brivvy brand voices, templates, and glossary so generated content matches your team’s standards.
1nbuc
JakePartusch
patsnap
PatSnap Patent Valuation Scorecard MCP is a Model Context Protocol server that connects AI agents to PatSnap's Patent Valuation Scorecard capabilities. Breaks patent value into multiple scoring dimensions such as technology, legal strength and stability, market relevance, strateg
verlyn13
An mcp server for my scopecam project.
junter1989k-ai
Serbia Invoice
Whitefield-Labs
Personal CRM for your AI assistant — search contacts, manage notes and tags, sync Google and Microsoft calendars, import LinkedIn connections, and bulk import contacts.
imgwho
ai generate tableau file
Massed-Compute
Model Context Protocol server for Massed Compute — list GPU inventory, launch and manage VM instances, manage SSH keys, audit billing.
mixuechu
aahl
mkotsollaris
Model Context Protocol server for kwrds.ai keyword research and SEO tools.
tonykipkemboi
Gmail IMAP MCP server for integrating Gmail with Claude and other AI assistants
CodeConductor-Hub
CodeConductor IDE Orchestrator gives Claude Desktop full access to your development environment through a secure MCP server.
fugle-dev
0xHashy
Financial intelligence for AI agents. 31 tools across 8 real-time data sources. Regime classification, derivatives (funding rates, options, max pain), stablecoin flows, BTC/S&P correlation, momentum signals (15m-7d), volatility metrics, macro context, DeFi health, on-chain data,
robertredbox
AppTweak MCP server for Cline - Provides tools for app store analytics and competitor analysis
rocnubie
welove111
Live Bitcoin price, AI-powered predictions for 2027-2030 (82% accuracy across 4 halving cycles), halving countdown analytics, on-chain market signals, and Lightning donation tools. Free, open MCP server — no auth required for core tools.
flinstonedev
QuerySculptor is a GraphQL query builder designed for AI agents that provides 26 structured tools via the Model Context Protocol (MCP). Instead of generating complex GraphQL queries from scratch, AI agents can build queries step-by-step with real-time validation, schema introspec
MCP-Mirror
Mirror of
emqx
MCP Server Gateway
owenmerry
lieee1995
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.
cocoindex-io
An MCP (Model Context Protocol) server for indexing and querying codebases using CocoIndex. Features semantic code search with natural language queries, incremental indexing for fast updates, multi-language support (Python, JavaScript/TypeScript, Rust, Go, Java, C/C++, C#, SQL, S
djaboxx
A web scraping MCP server that integrates BeautifulSoup, Gemini AI, and Selenium for automated content extraction and analysis.
ocuil
G-Core
Gcore MCP Server makes your AI assistant:
AbriantoLabs
A dynamic Model Context Protocol (MCP) server that provides AI assistants with secure access to Smartschool APIs. This server automatically discovers all available Smartschool methods and exposes them as MCP tools with comprehensive safety guardrails.
MCP-Mirror
Mirror of
ashev87
Connect AI assistants to Propstack real estate CRM. Search contacts, manage properties, track deals, schedule viewings, and manage your entire real estate pipeline through natural language. 47 tools covering the complete Propstack API.
sunderbharath85
An MCP server that can extract text from PDFs and images. It supports:
devkindhq
liuzhuogood
hightemp
MCP server for working with GitHub repository via API.
iceycn
Apollo 配置中心的 MCP (Model Context Protocol) 服务,使大语言模型能够通过配置的 Apollo 地址和 Token 对 Apollo 进行查询和操作。支持 Cursor、Trae、Claude Desktop 等 MCP 客户端。
Joseph19820124
Research on Make.com Model Context Protocol (MCP) server integration with Claude and GitHub MCP server setup
syedshamir
A Visual Studio Code extension for Model Context Protocol (MCP) server implementation
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.