Discover Awesome MCP Servers

Interleaved Learning MCP Server

Implements cognitive science-backed interleaved learning techniques to create study plans, generate mixed-topic quizzes, manage flashcard decks, and track learning progress for optimal knowledge retention.

Memory MCP Server

一个用于大型语言模型 (LLM) 的长期记忆存储系统，它通过使用语义搜索和嵌入 (embeddings) 来帮助 LLM 记住跨多个会话的上下文。该系统从过去的交互和开发决策中提供相关的历史信息。 Alternatively, a more concise translation: 一种用于大型语言模型的长期记忆存储系统，利用语义搜索和嵌入技术，使其能够记住跨会话的上下文，并提供来自历史交互和开发决策的相关信息。

Canvas MCP Server

Provides read-only access to Canvas LMS for students to retrieve courses, assignments, grades, files, discussions, and planner items. Includes optional NotebookLM integration for uploading course content to AI-powered study notebooks.

PyTorch Documentation Search Tool

Provides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.

Hostaway MCP Server

Enables AI assistants to interact with Hostaway's property management platform through standardized MCP tools. Provides access to listings, bookings, guest communication, and availability checking for vacation rental management.

Jetson MCP Server

A Model Context Protocol server that enables monitoring and remote control of Nvidia Jetson boards using natural language commands over a network connection.

Kagi Search

Kagi 搜索 API 集成

example-mcp-server-streamable-http-stateless

example-mcp-server-streamable-http-stateless

MCP Joplin Server

Enables AI clients to interact with Joplin notes through the Web Clipper API. Supports searching, reading, creating, deleting, and organizing notes and notebooks, plus scanning for uncompleted todo items.

MCP Playground

A demonstration MCP server that provides access to a SQLite employee database with tools for querying users and profiles, sending emails via Mailtrap, and proposing project teams based on employee skills.

PJE MCP Server

A Model Context Protocol server that enables integration with the Brazilian PJE (Electronic Judicial Process) system, providing complete support for A1 and A3 digital certificates for accessing judicial data.

Superdesign MCP Server

A design orchestrator that brings Superdesign capabilities to Claude Code as native tools, enabling AI-powered UI design, wireframing, component creation, and logo/icon generation without requiring Anthropic API keys.

OpenAI Vector Store MCP Server

Enables semantic search and document retrieval from OpenAI Vector Store, allowing users to search documents using natural language queries and fetch complete document contents through ChatGPT.

Obsidian MCP Server

Connects Obsidian vaults to AI assistants with 121 tools for automated note creation, canvas manipulation, dataview queries, graph analysis, task management, and knowledge base building.

Equinox MCP Server

An MCP server that provides LLMs with access to Equinox documentation and tools to validate Equinox module code. It supports both online documentation fetching from GitHub and offline access through local files.

MySQL MCP Server

A server that provides LLMs with read-only access to MySQL databases, allowing them to inspect database schemas and execute read-only queries.

macinput

An MCP server for macOS that enables AI agents to control the desktop GUI through keyboard input, mouse actions, and screen captures. It provides stable low-level primitives for UI automation and agent-driven desktop workflows.

localplay-mcp

控制你本地电脑上的鼠标

WhatsApp MCP Server

Enables AI agents to interact with your personal WhatsApp account, allowing them to search messages and contacts, retrieve chat history, and send messages to individuals or groups. Uses WhatsApp Web API with local data storage for privacy and security.

Elastic Brain ZH

An Elasticsearch-based AI memory system optimized for Chinese that enables persistent knowledge storage and complex entity relationship management via the Model Context Protocol. It features advanced semantic search using the IK analyzer and supports multi-zone memory isolation for specialized knowledge graphs.

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

MCP INEGI Mujeres

Exposes educational indicators with a gender perspective from Mexico's SIESVIM (INEGI), covering data such as terminal efficiency, dropout rates, and literacy. It enables models to perform contextualized social research and analysis using official Mexican statistics.

SourceSync.ai MCP Server

允许人工智能模型与 SourceSync.ai 的知识管理平台交互，以组织、摄取、检索和搜索知识库中的内容。

AMC MCP Server

Provides a comprehensive movie booking experience for AMC Theatres, enabling users to discover movies, find showtimes, select seats, and process payments through conversational AI. Supports multi-location theater search with real-time seat availability and booking management.

Hacker News MCP Server

An MCP server that enables AI assistants to access real-time Hacker News data including top stories, story details, comments, and search functionality.

FastAPI + FastMCP + Gemini Integration

Enables natural language interaction with FastAPI applications through Google's Gemini AI using MCP tools. Provides CRUD operations for user management and application health monitoring through conversational prompts.

MMI Architecture Analyzer

An MCP server for evaluating C# project architecture quality using the Modularity Maturity Index (MMI) framework. It provides tools for detecting layering violations, circular dependencies, and encapsulation issues with interactive D3.js visualizations.

MCP Calculator Service

A service that processes natural language requests to perform mathematical calculations by integrating Claude AI with a calculator API through the Model-Context-Protocol architecture.

Modular MCP Server with Python Tools

A demo MCP server that enables users to interact with various tools through natural language, including note management, weather queries, calculations, file operations, and shell commands. Uses Ollama for intent detection and structured command parsing from free text input.