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.
ShiftinBits
Your AI agents don't understand your codebase. Upgrade from text search to code understanding.
mads-hartmann
Just an MCP server example to understand it better
dimahike
A middleware server that acts as a bridge between Cursor IDE and AI models, validating AI responses using project context and Gemini.
MCP-Mirror
Mirror of
pauldw
MCP Server with an artisinal selection of bespoke agent tools.
walteh
proof of concept MCP server for apache cloudstack
AndyGonzo
Admin panel, Agents, MCP Servers, Netlify deploy
aimcp
The portal for aimcp
pazukdev
MCP server in Java demo
junter1989k-ai
Issue Vietnam e-invoices (hoa don dien tu) via your MISA meInvoice account — create, sign merchant-side, publish, query. Stateless BYO
GoTolstoy
Generate marketing videos and images in chat with Tolstoy Studio's AI creative director — built for AI-native ecommerce brands.
clarenceb
Testing mcp server via apim
takumines
lucky-aeon
agent mcp server 社区
RaoHai
h5bp
movva09
Agent with MCP server solves math task and emails the output
JonoCX
A Strava MCP
etxahun
Python MCP server that allows interacting with the public ENISA vulnerability API (EUVDB) via the MCP (Model Context Protocol).
ib
Options trading intelligence platform with dual-strategy portfolio management (momentum + income). 10 MCP tools for market data, options screening, risk analysis, position sizing, and premium trading scans.
Br0ski777
MCP server for generating color palettes — complementary, analogous, triadic, split-complementary schemes from any base color. Returns HEX, RGB, HSL values. Pay-per-use via x402 protocol (USDC on Base). Use this when you need design color schemes.
xue160709
zmarty
Experimental Authorize.net Node.js TypeScript MCP Server
jimmcq
A comprehensive TypeScript-based Model Context Protocol (MCP) server that provides advanced dice rolling capabilities for AI assistants. Perfect for tabletop gaming, RPGs, and any application requiring sophisticated random number generation with gaming mechanics.
avsai24
creating ui for mcp servers.
kev-hu
billyangbc
richbibby
A Python-based MCP (Model Context Protocol) server for Cisco Catalyst Center (formerly DNA Center) that provides tools for device management and monitoring.
jger
bzsasson
Discover the power of the “CLGateway”, an the open-source Claude MCP Server Gateway (available on GitHub). Built for users of Claude Desktop, Claude API or Claude Code, this Python-based gateway smartly manages your MCP (Model Context Protocol) servers and dramatically slashes to
okto-hq
MCP sever using okto v2 apis
tolegm
Coordination protocol for real-world tasks (cleaning, plumbing, painting, gardening, repair) in the Netherlands. AI agents create tasks via natural language through POST /do endpoint. AstraNL handles provider matching, transparent pricing, Stripe Connect escrow (99% to provider,
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.
woxpas
Official support hub for Woxpas.ai. Report bugs, suggest features, and track the roadmap for the Sovereign Human Extension (Web, Extension, & MCP).
laksh753
MCP Server Repository
distrihub
A Model Context Protocol (MCP) server built in Rust for interacting with Google Drive and Google Sheets.
skybaiyujing
使用Java Spring框架的MCP使用实验
QuincyMillerDev
ampactor-labs
Quick safety screening for any Solana SPL token. Returns: risk score (0-100), risk level (LOW/MODERATE/HIGH/CRITICAL/EXTREME), human-readable summary, token name/symbol, whether authorities are renounced, trusted_authority (true when active authority belongs to a known issuer lik
mpmcgowen
MCP server for MetricUI, a React dashboard component library. Gives AI coding tools access to full API references, working code examples, format suggestions, prop validation, and complete dashboard scaffolding for building analytics UIs.
bmorphism
MCP server for analyzing claims, validating sources, and detecting manipulation using multiple epistemological frameworks
Br0ski777
Real-time crypto prices via CoinGecko -- price, 24h change, market cap, volume. 10,000+ tokens supported. -- x402 micropayment API + MCP server for AI agents
maccam912
keerthanenr
sdimitrov
MCP Memory Server with PostgreSQL and pgvector for long-term memory capabilities
Matthew-Wise
An MCP (Model Context Protocol) server for Umbraco CMS
toducthanh
MCP server for the Housecall Pro public API.
ASJordi
MCP Server for whois lookups
Jacck
Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving
matbanik
Turn messy text into clean output fast—GUI for humans, MCP tools for AI IDEs (Cursor/Claude). 33+ deterministic text utilities.
MCP-Mirror
Mirror of
christ0pper
Structured web context infrastructure for AI agents. Extract schema-guided structured JSON from websites using Claude-powered parsing and MCP-native workflows.
YUHAI0
Smart Financial MCP 是一个基于 Model Context Protocol 的金融数据 MCP 服务器,连接 Tushare Pro API,为投资研究、财务分析、行业分析从业者及 AI 助手用户提供便捷的股票数据查询能力。
omnisilica
OurThinkTank
Founders OS is an open-source MCP server that puts your whole business inside Claude, Cursor, or any MCP client. It connects CRM, financials, tasks, and long-term memory behind one server, so you can ask a single question that reads across all of them. Example: "Which clients are
JuanLadeira
Learning how to build mcp-servers to connect in llms via langchain
NewAITees
radial-hks
MCP Server PROJ (cartographic projections and coordinate transformations )
Breven217
ianormy
MCP server tools for GraphDB
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.