Discover Awesome MCP Servers

NotesY

A Claude MCP integration that allows seamless interaction with Apple Notes through natural language, enabling users to create, update, delete, and search notes.

ATproto Docs MCP Server

A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.

PythonCMCPServer

使用 Python 构建自定义 MCP 服务器

mcp-sitecore-server

Sitecore 的模型上下文协议服务器

Generate Manual Test Cases

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

MCP BMI Server Template

A minimal FastAPI-based MCP server that provides a tool for calculating Body Mass Index (BMI) using SSE for discovery. It serves as a template for developers to build and deploy lightweight MCP services on platforms like Render.

RPG Maker MZ MCP Server

Enables complete RPG Maker MZ game development through MCP tools, including autonomous game creation from concepts, AI-generated assets using Gemini 2.5 Flash, and programmatic control over maps, events, characters, and databases. Supports full game creation workflow from a single command with automatic story, asset, and implementation generation.

Ressl AI MCP Server

Provides file search functionality with tools for both partial keyword matching and exact word search, returning detailed results with line numbers and column positions.

Douyin MCP Server

Enables downloading watermark-free videos from Douyin (TikTok China) share links, extracting audio, and converting speech to text using AI voice recognition APIs.

Arthor-Agent

AI agent for security teams: automate assessment of documents, questionnaires & reports. Multi-format parsing, RAG knowledge base, OpenAI/Ollama. Risks, compliance gaps, remediations. MIT.

Pokémon MCP Server

这是一个 MCP 服务器，允许客户端通过官方宝可梦 API 获取宝可梦数据。

Gemini Image MCP

Enables image generation and multi-turn editing sessions using the Gemini API within MCP-compatible environments. Users can create, modify, and configure images through natural language commands, supporting features like aspect ratio adjustments and session-based image transformations.

Aurai Advisor (上级顾问 MCP)

An MCP server that enables local AI models to receive guidance from remote 'senior' AI providers like OpenAI, Anthropic, and Gemini to solve programming problems. It features intelligent multi-turn dialogue management, context synchronization, and automated session history tracking.

PM-MCP (Portfolio Management MCP Server)

AI-powered portfolio management and investment analysis server that enables theme-based investment research, portfolio evaluation, market data analysis, news monitoring, SEC filings retrieval, and automated report generation with Obsidian integration.

Adwords MCP

一个玩笑/演示模型上下文协议（Model Context Protocol，MCP）服务器，它会将令人尴尬的广告注入到大型语言模型（LLM）的响应中，以此展示如何构建 MCP 服务器，以及广告注入中间商的风险。

AgentCortex MCP

An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.

Bookstore MCP Server

Enables users to manage and interact with a bookstore through natural language, supporting book searching, inventory checking, purchasing, and restocking operations. Provides seamless integration with AI assistants for complete bookstore management functionality.

MCP Local Database Server

Enables task management through a local MySQL database, supporting full CRUD operations and automated tracking of status transitions. Users can create, search, and update tasks while maintaining a detailed progress history for all activities.

MCP Task Manager Server

一个本地模型上下文协议服务器，为 AI 代理提供后端工具，以管理项目和任务，并使用 SQLite 进行持久存储，从而能够以结构化的方式跟踪具有依赖关系、优先级和状态的项目任务。

npm-dev-mcp

MCP server that manages npm run dev processes, automatically detecting projects, running them in the background, monitoring logs, and managing ports.

Feishu/Lark OpenAPI MCP

A toolkit that enables AI assistants to directly call Feishu/Lark API interfaces for automation scenarios like document processing, conversation management, and calendar scheduling.

Memory MCP

A knowledge-graph-based memory system for AI agents that enables persistent information storage between conversations.

qyweixin_bot_mcp_server

企业微信群通知机器人

Mock Data Server

生成模拟数据的 MCP 服务器。通过在 GitHub 上创建一个帐户来参与 rhitune2/mock-data-mcp 的开发。

Liana-MCP

Enables natural language interface for single-cell RNA-Seq analysis using Liana. Supports reading/writing scRNA-Seq data, cell-cell communication analysis, and visualization through circle plots and dotplots.

MCP Container Weather Server

A Docker-based MCP server that provides current weather information for cities worldwide. Enables AI assistants like Claude to fetch temperature, weather conditions, and humidity data through a standardized interface.

Google Cloud DNS API MCP Server

Auto-generated MCP server that enables interaction with Google's Cloud DNS API for managing DNS zones and records through natural language.

mcp-server

MCP 演示 (MCP yǎnshì)