Discover Awesome MCP Servers

AVD MCP Server

Automates Android Virtual Device operations by enabling users to start emulators, execute development commands, and capture screenshots. It facilitates Android testing workflows by returning command outputs and visual feedback directly to AI assistants.

MCP Time Server

A TypeScript server that provides time-related tools through the Model Context Protocol, allowing users to get current time in various timezones and convert times between different IANA timezones.

pkgx MCP

A Model Context Protocol server that allows AI to run any Open Source tool via pkgx, enabling Claude to execute commands while maintaining read-only access to the filesystem.

MCP based Math Drawing Client

代理式 MCP 客户端服务器，解决数学任务并在绘图应用程序中以矩形绘制输出。

NASA MCP Server

一个模型上下文协议服务器，它为人工智能模型提供了一个标准化的接口，以便与美国国家航空航天局（NASA）的大量数据源进行交互，这些数据源包括每日天文一图（APOD）、火星探测器照片、卫星图像和空间天气数据。

bach-whatsapp_number_validators

An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid entries across different countries.

Name: CryptoScholar

Crypto technical analysis inside Claude. Get live TA from Binance (EMA, RSI, MACD, ADX, TSS score), macro market context (ARS/MRS scores), coin ranking, and a grounded bull/bear debate — no chart-switching needed.

Pydantic AI Documentation Server

Provides programmatic access to Pydantic-AI documentation as an MCP server, enabling retrieval of specific documents, listing of topics, and access to changelog information.

git MCP server

用于 Slack API 的 MCP 服务器，使 Claude 能够与 Slack 工作区交互。

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

Remote MCP Server

A Cloudflare Workers-based Model Context Protocol server that enables Claude Desktop and other MCP clients to connect and use mathematical tools via a secure OAuth login.

Ant Design Components MCP Server

将 Ant Design 组件文档暴露给大型语言模型，使 LLM 能够通过专门的工具来探索和理解 Ant Design 组件，这些工具包括：列出组件、查看文档、检查 props 以及浏览代码示例。

Chroma MCP Server

Enables LLMs to perform semantic search and document management using ChromaDB, supporting natural language queries with intuitive similarity metrics for retrieval augmented generation applications.

MCP DevOps Hub

用于端到端开发可见性的 MCP 服务器（Jira、GitHub、CI/CD 等）

Cox's Bazar AI Itinerary MCP Server

Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.

Zotero MCP Server

Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.

MCP for Vivado

An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

Excel Online MCP Server by CData

Excel Online MCP Server by CData

Obsidian Nexus

Connects Claude Desktop to Obsidian vaults to enable reading, writing, searching, and intelligent organization of markdown notes. It features pre-configured structures for personal and family data management through natural conversation.

Eldora UI MCP Server

Enables integration with Eldora UI component library, providing access to UI components including animations, text effects, buttons, backgrounds, and device mockups through natural language requests.

Memory MCP

A Model Context Protocol server that allows saving, retrieving, adding, and clearing memories from LLM conversations with MongoDB persistence.

302AI File Parser MCP Server

一个 MCP 服务器，用于解析 Claude Desktop 的文件，需要 302AI API 密钥才能运行。

WhatsApp MCP Server

A Python-based MCP server that automates WhatsApp Web using Playwright to manage chats and messages. It enables users to list conversations, send messages, and retrieve history through a local browser automation interface.

Reviewer MCP

An MCP service that provides AI-powered development workflow tools including specification generation, code review, and project management with support for both OpenAI and Ollama models.

OpenAPI → MCP Server

一个 Python 命令行工具，可以从 OpenAPI v3 规范（JSON/YAML）生成一个基本的 Node.js/TypeScript MCP 服务器，并将每个操作映射到一个 MCP 工具。

Gemini Docs MCP Server

Enables users to search and fetch Google's Gemini API documentation directly within an MCP-compliant environment. It provides structured access to guides and references for features like function calling, embeddings, and text generation.

roundtable-mcp

Enables Claude to orchestrate multi-model AI roundtable discussions between GPT-4o, Gemini, Grok, and DeepSeek through independent responses and cross-critique rounds. It supports various discussion presets such as debate, brainstorm, and consensus to facilitate diverse perspectives and synthesis.

Apple EventKit MCP Server

Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a custom hashtag-based tagging system.

Beijing Time MCP Server

Enables users to query and retrieve the current Beijing time in multiple formats including standard, ISO 8601, and Chinese formats. Provides timezone information and Unix timestamps for time-related operations.