Discover Awesome MCP Servers

APM Terminal Operations Intelligence

Enables querying and analysis of container terminal operations including vessel tracking, crane management, and productivity metrics through natural language interactions with a MySQL database.

Task Master

A task management system for AI-driven development with Claude, designed to work seamlessly with Cursor AI and other code editors via MCP.

Confluence MCP

AIアシスタントがConfluenceコンテンツとやり取りできるようにする、モデルコンテキストプロトコルサーバー。ページの取得、検索、作成、更新などの操作をサポートします。

Repomix MCP Server

An MCP server that packs repositories into AI-friendly files using the Repomix tool, supporting local and remote repositories with size estimation and compression. It enables users to efficiently feed entire codebases into AI models while managing context window limits.

Flow MCP Server

鏡 (Kagami)

China Stock MCP

Provides comprehensive access to Chinese stock market data including real-time quotes, historical prices, financial statements, technical indicators, news, and macroeconomic data for A/B/H shares through multiple data sources.

LitSynth MCP Server

Enables intelligent academic paper discovery through ArXiv search and AI-powered semantic similarity analysis. Helps researchers find and rank the most relevant papers using natural language queries and state-of-the-art sentence transformers.

Confluence Mcp Server

Confluence APIを使用したMCP Serverのサンプル実装です。

VibeWatch

Monitors development commands and exposes terminal output to Claude in real-time, allowing AI assistants to see errors, logs, and stack traces without copy-pasting.

Product Data Tools MCP Server

A basic MCP server setup guide demonstrating how to configure and run Python-based MCP servers with integration examples for Bright Data web scraping and Apify Actors for product data collection.

Attio Simple MCP Server

Integrates Attio CRM with AI clients to manage companies, people, and notes through 14 specialized tools. It supports dynamic schema discovery, enabling users to search, create, and update records within their Attio workspace.

Google Search MCP Server by CData

This read-only MCP Server allows you to connect to Google Search data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

MunicipalMCP

Provides programmatic access to municipal codes, ordinances, and zoning regulations from thousands of US cities and counties through the Municode digital library, enabling search, navigation, and retrieval of local government legal documents.

Vybe Virtual Try-On MCP Server

A FastMCP server that provides virtual try-on functionality through the Replicate API, allowing users to visualize how clothing items would look on models.

FlyonUI MCP Server

An AI-powered Tailwind builder that helps developers create, inspire, and refactor UI components directly within their IDE, supporting popular frameworks like React, Next.js, Vue, and Svelte.

Hello Widget Example

A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as a template for creating MCP servers with custom UI components.

xiaobenyang-mcp

本MCP服务封装了新闻相关工具

DataWorks MCP Server

鏡 (Kagami)

CrowdStrike Falcon MCP Server

Connects AI agents with the CrowdStrike Falcon platform to enable intelligent security analysis, providing programmatic access to detections, incidents, threat intelligence, vulnerabilities, and other security capabilities for advanced security operations and automation.

Second Brain MCP Server

Captures and organizes structured markdown notes from Claude Code sessions with automatic pattern detection, complexity analysis, advanced search, and weekly reports. Everything runs locally without external dependencies.

Wolfram Alpha MCP Server

Enables users to query Wolfram Alpha's computational knowledge engine through natural language. Provides access to mathematical computations, scientific data, and factual information via the Wolfram Alpha API.

UProc MCP

AIアシスタントが、公開されているウェブデータを参照し、それに基づいて判断を下せるようにする、公式のUProcモデルコンテキストプロトコルサーバー。

Memory Cache Server

あらゆる言語モデルおよびMCPクライアントと互換性があり、言語モデルとのやり取りの際にデータをキャッシュすることでトークン使用量を最適化する、モデルコンテキストプロトコル（MCP）サーバー。

GENAI EVERYDAY

日常的なシナリオで生成AIの概念やツールを探求、実験、応用することに特化したリポジトリです。

Qase MCP Server

Enables integration with Qase test management platform to create, retrieve, and manage test cases, test suites, and test runs through natural language interactions.

Trellis MCP Server

TRELLIS (最先端のテキストから3D/画像から3Dモデル) のためのモデルコンテキストプロトコル (MCP)

PsyFlow-MCP

A lightweight FastMCP server that enables language models to discover, clone, transform, and localize PsyFlow task templates through a streamlined workflow with standardized tools.