Discover Awesome MCP Servers

wxauto MCP Server

Provides WeChat automation capabilities for AI development tools via the Model Context Protocol. It enables users to send messages, manage contacts, and handle file transfers through AI assistants like Claude and Cursor.

Cakemail MCP Server

Enables comprehensive email marketing automation through the Cakemail API, including campaign management, transactional emails, contact list operations, template design with BEEeditor, detailed analytics, and multi-account enterprise management.

ERINYS

Reflexive Memory for AI Agents - MCP Server. Remembers, forgets, questions, and bites.

ChatGPT Interactive Components Examples

Provides production-ready examples of MCP servers that demonstrate building rich, interactive UI components for ChatGPT, including authentication flows, product search with carousels, shopping cart checkout, and membership signups with state management.

FLUX Restaurants MCP Server

An AI-native restaurant discovery service that enables searching and receiving natural language recommendations for over 2,200 restaurants across 15+ US cities. It provides tools for accessing detailed restaurant info, curated lists, and cuisine-specific searches through the Model Context Protocol.

Open Brush MCP Server

Enables control of Open Brush 3D painting software through natural language commands, allowing LLMs to create drawings, manipulate brushes, import 3D models, manage colors, layers, and camera settings via the Open Brush HTTP API.

Obsidian Memory MCP

Stores AI memories as Markdown files for visualization in Obsidian's graph view, allowing users to create knowledge graphs with entities, relations, and observations.

Sequential Thinking Multi-Agent System

一个先进的 MCP 服务器，它使用一个由专业 AI 代理（规划者、研究员、分析师、评论员、合成者）组成的协调团队，来实现复杂的顺序思维，以深入分析问题并提供高质量、结构化的推理。

AgentAnycast

Discover and communicate with AI agents over encrypted P2P networks. Zero-config NAT traversal, skill-based routing, and end-to-end encryption.

mcp4mcp

A Meta MCP Server that provides persistent memory and intelligent guidance for MCP development projects.

FirstCycling MCP Server

提供来自 FirstCycling 的专业自行车数据，允许用户通过自然语言查询检索关于自行车手、比赛结果、历史自行车数据和车队信息的全面信息。

RendrKit MCP Server

Enables AI assistants to generate professionally designed, production-ready images via the RendrKit API. It supports custom styles, brand kits for consistent visual identity, and image management across various dimensions.

AgentSeal

Every agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.

QMT-MCP-Server

一个服务器应用程序，使大型语言模型能够通过 QMT 交易系统执行股票交易操作，提供账户查询、持仓管理和订单下单等功能。

astro-airflow-mcp

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

Sakura Cloud MCP Server

一个 MCP 服务器实现，使 AI 助手能够与 Sakura Cloud 基础设施进行交互和管理，包括服务器、磁盘、网络和容器化应用程序。

Loki MCP Server

一个 MCP 接口，允许 AI 助手使用 LogQL 查询和分析 Grafana Loki 日志，并支持身份验证和各种输出格式。

PlayMCP Browser Automation Server

A comprehensive MCP server that provides powerful web automation tools using Playwright, enabling web scraping, testing, and browser interaction through natural language commands.

JupyterMCP - Jupyter Notebook Model Context Protocol Integration

Jupyter Notebook 的模型上下文协议 (MCP)

MCP Apps POC

A proof-of-concept demonstrating interactive UI capabilities for MCP servers through a task management example. Shows how MCP servers can deliver HTML/CSS/JS interfaces that render inside AI chat clients with bidirectional communication.

Shepherd MCP

Enables AI assistants to query and analyze AI agent sessions from observability providers like Shepherd (AIOBS) and Langfuse, allowing users to debug agent runs, compare sessions, track performance, and analyze LLM usage patterns.

SpyNet

Enables AI assistants to configure and manage session-based REST and WebSocket mock servers for application development and testing. It allows for dynamic endpoint setup, request history inspection, and real-time WebSocket communication through natural language commands.

humane-proxy

It's a safety middleware that can detect and intercept self-harm and criminal intent at 3 stages. It allows developers of chat-based platforms to configure webhook notifications and store encrypted information for prior mitigation of any such cases.

Marlo MCP

Enables interaction with Marlo's maritime finance and operations platform, providing access to vessel management, voyage tracking, financial data, banking transactions, loans, compliance reporting, and operational analytics for shipping businesses.

AutoCAD MCP Server

Enables users to control AutoCAD, GstarCAD, or ZWCAD through natural language via Claude Desktop. It provides tools for drawing geometric shapes, adding text and dimensions, and managing CAD files using the Windows COM interface.

Tavily Search

一个集成了 Tavily 搜索 API 的 MCP 服务器实现，为 LLM 提供优化的搜索能力。

STRING-MCP

A Model Context Protocol server that provides tools for interacting with the STRING database to analyze protein-protein interaction networks and functional enrichment. It enables users to map protein identifiers, retrieve interaction data, and generate biological network visualizations through natural language interfaces.

Video Convert MCP

A professional video format conversion tool based on MCP protocol that supports multiple formats, batch processing, and quality control for video files.

BlindPay MCP Server

Enables AI assistants to interact with BlindPay's stablecoin payment infrastructure, allowing users to create receivers, process payouts and payins across multiple blockchains, manage virtual accounts and wallets, and configure payment operations through natural language.

M/M/1 and M/M/c Queue Simulation Server

Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy, with tools for parameter validation, theoretical metric calculation, simulation execution, and comparison of separate vs pooled queue strategies.