Discover Awesome MCP Servers

Cortex MCP Server

Cortex MCP provides AI agents with long-term portfolio memory by transforming project history and developer decisions into a structured, queryable knowledge graph. It enables assistants to maintain context across different repositories by exposing historical patterns, architectural decisions, and technology preferences through the Model Context Protocol.

PostgreSQL MCP

Read-only MCP server for PostgreSQL, enabling schema discovery, table metadata, and safe SELECT queries via READ ONLY transactions.

Sketchup Integration

SketchUpをModel Context Protocol経由でClaude AIに接続し、Claudeが直接SketchUpと対話し、プロンプトに基づいた3Dモデリングやシーン操作を可能にします。

Apple Store Connect MCP Server

Enables management of iOS/macOS apps, TestFlight builds, app metadata, analytics, and more through natural language interactions with Apple Store Connect API.

FHIR MCP Server

A comprehensive MCP server that bridges AI applications with FHIR healthcare data systems, enabling patient data access, clinical data retrieval, and data quality assessment.

MCP Sigmund

Enables AI assistants to analyze personal financial data from Open Banking sources stored in PostgreSQL database. Provides educational financial analysis tools with intelligent formatting for learning about spending patterns, account balances, and transaction history.

Jokes MCP Server

A Model Context Protocol server that provides jokes on demand, allowing users to request jokes from different categories (Chuck Norris, Dad jokes, etc.) and integrate them into Microsoft Copilot Studio and Visual Studio Code.

notion-gpt-image-mcp

A Notion custom MCP server that uses OpenAI's gpt-image-2 to generate images and insert them directly into Notion pages.

golf-reports

Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTML and PDF round reports with shot maps and stats via local MCP tools.

Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling custom tools and connections to clients like Claude Desktop and Cloudflare AI Playground.

LCS CAD MCP

Exposes Pre-DCR and Auto-DCR building scrutiny workflows as AI-consumable tools, enabling AI assistants to open DXF drawings, validate layers, compute areas, run regulatory checks, and generate compliance reports via natural language.

kitcommerce-mcp

A standalone MCP server that exposes the admin side of kitcommerce-api as tools, enabling AI assistants to manage products, categories, collections, coupons, orders, inventory, customers, and the dashboard.

MCPify

Automatically generates and runs MCP servers by scraping API documentation and using Gemini to extract endpoints and configuration. It enables users to interact with any REST API through MCP-compatible clients by simply providing a documentation URL.

messages

Enables fuzzy search and browsing of Apple Messages (iMessage/SMS) with contact resolution, filtering by sender or date, and context display through CLI, MCP, or Claude Code plugin.

MCP Calculator

A modular calculator server built with the MCP SDK that provides basic arithmetic operations (addition, subtraction, multiplication, division) with Chinese language support. Features include calculation history tracking, configuration resources, and decimal calculation prompts with comprehensive error handling.

goodvat

Enables AI assistants to answer tax compliance questions (VAT, sales tax, GST) and validate EU VAT numbers in real time via the VIES registry.

imagedimensions-mcp

Audits images on any public web page to detect oversized images, compare natural vs rendered dimensions, and provide format breakdown, helping AI agents check image performance during development.

playwright-spatial-layout-mcp

An MCP server that gives AI agents geometric spatial awareness of web page layouts using Playwright, enabling detection of visual occlusion, layout shifts, and spatial relationships.

MISP-mcp

Enables AI assistants to interact with MISP threat intelligence platforms through natural language, supporting event search, creation, user management, and report generation.

YouTrack MCP Server

A comprehensive Model Context Protocol server for YouTrack integration, providing extensive tools for issue tracking, project management, workflow automation, and team collaboration.

Barebones MCP Server

A minimal, dockerized template for creating HTTP-based Model Context Protocol servers. Provides a starting point with FastMCP framework integration and includes a sample cat fact tool that can be replaced with custom functionality.

kitewright

A lightweight MCP server for browser automation that gives AI agents navigate, screenshot, and extract tools via a single small binary, without needing Node.js or Playwright. It provides CDP-based browser control with efficient startup and resource usage.

Autonomous Documentation MCP

Automatically analyzes codebases and generates beautiful Mintlify-style documentation with API references, code examples, and changelogs. Keeps documentation synchronized with code changes across multiple programming languages.

mcp-metar

MCP server for fetching METAR and TAF aviation weather data for airports by ICAO code.

Upvote Club Remote MCP

Remote MCP server allowing Claude to interact with the Upvote.club API through 7 tools, supporting per-user authentication via X-API-Key header.

linux-mcp-server

An MCP server for managing Ubuntu/Linux systems, enabling AI assistants to execute commands, manage services, files, logs, and packages via local or SSH connection.

rustici-mcp-server

MCP server for interacting with Rustici LRS via xAPI, enabling statement retrieval, analytics, and aggregation operations.

lemonsqueezy-mcp

Enables natural language interaction with Lemon Squeezy accounts via MCP tools for managing subscriptions, orders, discounts, license keys, and more, with built-in security and audit logging.

clair

An MCP server that reduces token usage by lazily loading skills and tools only when needed, and routing repetitive subtasks to ML backends instead of the LLM.

Remote MCP Server – Professional SEO Checker

A production-ready remote MCP server that performs comprehensive SEO audits, providing structured insights on on-page SEO, technical health, and social metadata without requiring local setup.