Discover Awesome MCP Servers

AuthMCP Gateway

Secure MCP protocol proxy with OAuth2 + Dynamic Client Registration (DCR), JWT auth, RBAC, rate limiting, multi-server aggregation, and a monitoring/admin dashboard.

Grok MCP

Use XAI's latest api functionalities with Grok MCP. It supports image understanding and generation, live search, latest models and more.

Simple HTTP MCP Server

A lightweight server implementation that exposes Python functions as discoverable tools via HTTP using the Machine-to-Machine Communication Protocol (MCP). Enables remote execution of Python functions through a JSON-RPC interface with async support and type safety.

Dental Clinic Appointments MCP Server

Enables management of dental clinic appointments through full CRUD operations, including scheduling, status tracking, and patient information management. Supports local JSON storage and allows filtering by date range, appointment type, dentist, or patient name.

Huly MCP

MCP server for Huly (task tracker) integration

Microsoft Excel MCP Server by CData

Microsoft Excel MCP Server by CData

MCP Server Demo

A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.

GitLab MCP Server

Connects AI assistants to GitLab, enabling natural language queries to view merge requests, review discussions, test reports, pipeline status, and respond to comments directly from chat.

College Football MCP

Provides real-time college football game scores, betting odds, player statistics, and team performance data through integration with The Odds API and CollegeFootballData API.

YNAB MCP Server

Enables interaction with You Need A Budget (YNAB) through their API, allowing users to manage budgets, accounts, categories, transactions, payees, and scheduled transactions through natural language.

Modular MCP Server & Client

A modular and extensible tool server built on FastMCP that supports multiple tools organized across files and communicates via MCP protocol.

MalwareAnalyzerMCP

A specialized MCP server for Claude Desktop that allows executing terminal commands for malware analysis with support for common analysis tools like file, strings, hexdump, objdump, and xxd.

Google Ads MCP Server (Fork with Write Tools)

Enables AI assistants to manage Google Ads accounts by providing tools for querying account data and performing write operations such as updating campaign budgets, statuses, and bidding strategies.

AXE Fleet MCP Server

Exposes over 19,000 Apify Actors as MCP tools for web scraping, data extraction, and OSINT automation. It enables AI agents to dynamically discover and execute scrapers to collect structured data and crawl web content.

MCP Scheduler

A robust task scheduler server built with Model Context Protocol for scheduling and managing various types of automated tasks including shell commands, API calls, AI tasks, and reminders.

Xiaohongshu MCP Server

Enables automated interaction with Xiaohongshu (Little Red Book) social media platform through browser automation. Supports login management, status checking, and publishing text content with images to Xiaohongshu accounts.

MiniMax MCP

Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, video generation, image generation, and music creation through MCP clients like Claude Desktop and Cursor.

gimp-mcp

MCP server that bridges GIMP 3.0 with natural language commands, enabling conversational image editing through Claude Desktop and other MCP clients. Exposes GIMP's full PyGObject API for AI-powered image manipulation.

MCP Router

MCP Router 让你能够轻松管理你的 MCP (模型上下文协议) 服务器。

PromptLab MCP Server

通过标准化协议提供提示模板，用于将基本用户查询转换为针对 AI 系统的优化提示。

Bangumi TV MCP Service

Provides MCP access to the BangumiTV API, allowing users to retrieve and interact with anime, manga, music, and game information through natural language queries.

Github Mcp Server Review Tools

扩展了 GitHub MCP 服务器，增加了用于拉取请求审查评论功能的额外工具。

Unclaimed SOL Scanner

Scan and claim reclaimable SOL from dormant Solana wallet accounts. The first Vibe Claiming MCP server.

MCP Software Engineer

Enables Claude to function as a full-stack software engineer with comprehensive development capabilities including project creation, database management, frontend/backend development, testing, deployment, and DevOps operations across multiple frameworks and technologies.

Figma MCP Server

A Python implementation of the Model Context Protocol server that enables AI assistants to interact with Figma through WebSocket connections, allowing them to read, analyze, and export design data.

obsidian-mcp-pro

The most feature-complete MCP server for Obsidian vaults. 23 tools and 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas support.

Ambiance MCP Server

Provides intelligent code context and analysis through semantic compression, AST parsing, and multi-language support. Offers 60-80% token reduction while enabling AI assistants to understand codebases through local analysis, OpenAI-enhanced insights, and GitHub repository integration.

Task Researcher

好的，这是对您描述的翻译： **中文翻译：** 人工智能编码研究员，负责分析任务复杂度，并运行深度研究（STORM），将复杂任务分解为子任务，作为 MCP 服务器或命令行界面 (CLI)。 **一些补充说明，以确保翻译的准确性：** * **人工智能编码研究员 (Rén gōng zhì néng biān mǎ yán jiū yuán):** This is a direct translation of "AI Coding Researcher." * **分析任务复杂度 (Fēn xī rèn wù fù zá dù):** This translates to "analyzes task complexity." * **运行深度研究 (Yùn xíng shēn dù yán jiū):** This translates to "runs deep research." * **STORM:** Since "STORM" is an acronym, you might consider keeping it in English, or providing a Chinese translation of what it stands for if it's relevant to your audience. For example, if STORM stands for "Systematic Task Organization and Refinement Method," you could add "(系统化任务组织与精炼方法)" after it. However, if it's just a project name, keeping it as "STORM" is fine. * **将复杂任务分解为子任务 (Jiāng fù zá rèn wù fēn jiě wéi zǐ rèn wù):** This translates to "decompose complex tasks into subtasks." * **MCP 服务器 (MCP fú wù qì):** This translates to "MCP Server." * **命令行界面 (Mìng lìng háng jiè miàn):** This translates to "Command Line Interface (CLI)." You can also use the abbreviation "CLI" directly in Chinese, as it's becoming increasingly common in technical contexts. Therefore, a slightly more nuanced translation could be: **人工智能编码研究员，负责分析任务复杂度，并运行深度研究 (STORM)，将复杂任务分解为子任务，并将其实现为 MCP 服务器或命令行界面 (CLI)。** This adds the phrase "并将其实现为" (bìng jiāng qí shí xiàn wéi), which means "and implement it as," making the sentence flow a bit better.

estat-mcp

MCP server for Japan's e-Stat (Government Statistics Portal). Search statistical datasets, retrieve data tables, and access metadata from official Japanese government statistics.

@402md/mcp

An MCP server that transforms SKILL.md files into executable tools for AI agents, allowing them to discover and pay for services via the x402 protocol. It supports automatic payments on Stellar and EVM networks, enabling seamless integration of premium API skills.