Discover Awesome MCP Servers

Spring Boot AI MCP Client

Spring AI Chat Client と Rest Controller を使用して MCP サーバーとやり取りするための Spring Boot アプリケーション

Stock Data MCP Server

Enables querying financial data including stocks, indices, funds, and futures from Chinese, Hong Kong, and US markets. Provides real-time market information, financial indicators, news, and trading suggestions through Eastmoney and Sina data sources.

Link Scan MCP Server

Automatically scans and summarizes video links (YouTube, Instagram Reels) and text links (blogs, articles) using AI-powered transcription and summarization. Provides concise 3-sentence summaries without requiring API keys.

MCP Mingdao

A minimal MCP server template demonstrating basic tools, resources, and prompts functionality built with Smithery SDK.

YouTube Comments MCP Server

Enables fetching and analyzing YouTube video comments and replies through the YouTube Data API. Supports sorting by relevance or time and returns structured JSON data for comment analysis, summarization, and translation tasks.

Wassenger WhatsApp MCP Server

Enables AI assistants to send messages, analyze conversations, manage chats and groups, schedule messages, and automate WhatsApp business operations through the Wassenger API using natural language commands.

Xiaohongshu (XHS) Creator Toolkit

An automation toolkit that enables AI-driven content publishing and creator data analysis for Xiaohongshu via the MCP protocol. It supports automated posting of image and video notes, cookie management, and performance metric tracking through natural language conversations.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects through natural language, allowing users to query merge requests, view code reviews, check test results and pipelines, and respond to discussions directly from chat.

Paradex Server

AIアシスタントがParadexの無期限先物取引プラットフォームと連携し、市場データの取得、取引口座の管理、注文の発注、ポジションの監視を可能にする、モデルコンテキストプロトコルサーバーの実装。

MCP Integration Server

Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Supabase through standardized tools and resources. Provides both read-only access for querying data and write operations for managing records across these enterprise platforms.

Dify MCP Server

DifyのワークフローとModel Context Protocol (MCP) の統合を可能にするサーバー実装。これにより、ユーザーはMCP互換のクライアントを通じてDifyの機能にアクセスできるようになります。

File Convert MCP Server

File Convert MCP Server

UniFi MCP Server

Provides AI assistants with access to UniFi Network and Protect infrastructure for managing devices, monitoring clients, analyzing network health, viewing camera snapshots, and getting optimization recommendations across multiple UniFi controllers.

GitHub PR Analysis MCP Server

Enables the analysis of GitHub Pull Requests to extract metadata, commits, and code changes for structured AI insights. It also supports the optional creation of Notion pages to store and organize the resulting analysis.

Flow MCP

Provides tools for interacting with the Flow blockchain, including Flow balance checking, token balance querying, and Cadence Owned Account information retrieval.

GeoFS MCP Server

AIモデルが、標準化されたインターフェースを通じて、ブラウザベースのフライトシミュレーターであるGeoFS内の航空機を制御し、操作することを可能にするサーバー。

Doris-MCP-Lite

Enables LLMs to explore database schemas, execute read-only SQL queries, and perform data analysis on Apache Doris or MySQL-compatible databases through a standardized MCP interface with built-in analytical prompts.

DatahubMCP

Enables Claude to query MySQL databases and access Google Workspace (Sheets, Forms, Drive) for education program management, with built-in templates for data analysis and report generation.

AI Pull Request Generator

An AI-powered FastMCP server tool that automates the process of planning tasks, generating code, and creating GitHub pull requests.

LibreOffice MCP Server

Enables AI assistants to create, read, edit, and manipulate LibreOffice documents with support for track changes, comments, search/replace, and real-time document operations through a native extension or HTTP API.

MCP Web Tools

Provides local web search and content fetching capabilities for AI assistants, enabling them to search DuckDuckGo and extract clean text from web pages. All requests originate from the user's machine to ensure direct network control and bypass external proxies.

ZenTao MCP Server

Enables LLMs to interact with ZenTao project management system, supporting project and task management operations including creating, querying, and updating projects and tasks through natural language.

Open MCP Auth Proxy

Authentication and Authorization Proxy for MCP Servers

100-training-mcp-servers

MCPサーバーを100個作成するトレーニング

ddddocr CAPTCHA Recognition MCP Server

Enables AI assistants to solve CAPTCHAs using OCR text recognition, object detection, and slider position matching through the ddddocr library.

Debugg AI MCP

Debugg AI MCP