Discover Awesome MCP Servers

f0_make_randomvalues MCP Server

Enables random number generation with statistical analysis, CSV data storage, and data visualization capabilities. Provides interactive prompts for creating test datasets, analyzing data quality, and managing reproducible random data workflows.

File Manager MCP Server

Provides secure file system operations for AI assistants including directory listing, file reading/writing, deletion, searching, and copying. Features safety controls like path validation, permission checks, and file size limits.

SFCC Development MCP Server

Provides comprehensive access to Salesforce B2C Commerce Cloud development tools including SFCC API documentation, best practices guides, log analysis, and system object definitions. Enables AI assistants to help with SFCC development tasks through both documentation-only mode and full credential-based mode.

markdownlint-mcp

Provides AI assistants with the ability to lint, validate, and auto-fix Markdown files to ensure compliance with established Markdown standards and best practices.

mcp-umami

Connect your Umami Analytics to any MCP client to derive insights from natural language.

Model Context Protocol

Okay, here are some resources to help you understand MCPs (presumably referring to Minecraft Protocol) and interact with an MCP server, translated into Chinese: **Understanding the Minecraft Protocol (理解 Minecraft 协议):** * **Wiki.vg (Wiki.vg):** This is the *definitive* resource for the Minecraft protocol. It's highly technical but contains detailed information about packet structures, data types, and the handshake process. * **Chinese Translation:** 虽然 Wiki.vg 主要以英文编写，但它是理解 Minecraft 协议的权威资源。它包含关于数据包结构、数据类型和握手过程的详细信息。 * **Minecraft Protocol Documentation (Minecraft 协议文档):** Search for "Minecraft Protocol Documentation" on Google. You might find community-maintained documentation or older versions of the official documentation. Be aware that the protocol changes with each Minecraft version. * **Chinese Translation:** 在 Google 上搜索 "Minecraft 协议文档"。你可能会找到社区维护的文档或旧版本的官方文档。请注意，该协议会随着每个 Minecraft 版本而更改。 * **Packet Analyzers (数据包分析器):** Tools like Wireshark can capture and analyze network traffic. You can use them to observe the packets exchanged between a Minecraft client and server. This is a more advanced technique but can be very helpful for debugging. * **Chinese Translation:** 像 Wireshark 这样的工具可以捕获和分析网络流量。你可以使用它们来观察 Minecraft 客户端和服务器之间交换的数据包。这是一种更高级的技术，但对于调试非常有用。 * **Minecraft Source Code (Minecraft 源代码):** If you have access to the Minecraft source code (e.g., through decompilation or modding), you can directly examine how the game handles the protocol. This is the most in-depth approach. * **Chinese Translation:** 如果你有权访问 Minecraft 源代码（例如，通过反编译或模组），你可以直接检查游戏如何处理协议。这是最深入的方法。 **Interacting with an MCP Server (与 MCP 服务器交互):** * **Libraries and APIs (库和 API):** Use libraries specifically designed for interacting with Minecraft servers. Popular options include: * **Python:** `mcstatus`, `nbt` * **Java:** `MinecraftForge`, `Spigot API`, `Paper API` (for server-side plugins, but can be used for client interaction with some effort) * **Node.js:** `minecraft-protocol` * **Chinese Translation:** 使用专门为与 Minecraft 服务器交互而设计的库。流行的选项包括： * **Python:** `mcstatus`, `nbt` * **Java:** `MinecraftForge`, `Spigot API`, `Paper API` (用于服务器端插件，但也可以通过一些努力用于客户端交互) * **Node.js:** `minecraft-protocol` * **Example Code (示例代码):** Search for example code snippets that demonstrate how to connect to a Minecraft server, send commands, and receive data. Look for examples using the libraries mentioned above. * **Chinese Translation:** 搜索示例代码片段，这些代码片段演示了如何连接到 Minecraft 服务器、发送命令和接收数据。查找使用上述库的示例。 * **Minecraft Server APIs (Minecraft 服务器 API):** If you're interacting with a server that has custom APIs (e.g., through a plugin), you'll need to consult the documentation for that specific API. * **Chinese Translation:** 如果你正在与具有自定义 API 的服务器（例如，通过插件）交互，则需要查阅该特定 API 的文档。 * **Reverse Engineering (逆向工程):** If no documentation is available, you might need to reverse engineer the server's behavior by observing its responses to different commands. This is a more advanced technique. * **Chinese Translation:** 如果没有可用的文档，你可能需要通过观察服务器对不同命令的响应来逆向工程服务器的行为。这是一种更高级的技术。 **Important Considerations (重要注意事项):** * **Minecraft Version (Minecraft 版本):** The Minecraft protocol changes frequently. Make sure your code is compatible with the specific version of Minecraft you're targeting. * **Chinese Translation:** Minecraft 协议经常更改。确保你的代码与你所针对的特定 Minecraft 版本兼容。 * **Authentication (身份验证):** Many servers require authentication. You'll need to handle the authentication process correctly. * **Chinese Translation:** 许多服务器需要身份验证。你需要正确处理身份验证过程。 * **Rate Limiting (速率限制):** Servers often have rate limits to prevent abuse. Be mindful of these limits and avoid sending too many requests too quickly. * **Chinese Translation:** 服务器通常具有速率限制以防止滥用。请注意这些限制，并避免过快地发送太多请求。 * **Server-Side Mods/Plugins (服务器端模组/插件):** Be aware that server-side mods or plugins can modify the protocol or add custom commands. * **Chinese Translation:** 请注意，服务器端模组或插件可以修改协议或添加自定义命令。 **Where to Find Help (在哪里寻求帮助):** * **Stack Overflow (Stack Overflow):** A great resource for asking programming questions. Use the `minecraft` tag. * **Chinese Translation:** 一个提问编程问题的好资源。使用 `minecraft` 标签。 * **Minecraft Forums (Minecraft 论坛):** For general Minecraft-related questions. * **Chinese Translation:** 用于一般的 Minecraft 相关问题。 * **Discord Servers (Discord 服务器):** Many Minecraft communities have Discord servers where you can ask for help. * **Chinese Translation:** 许多 Minecraft 社区都有 Discord 服务器，你可以在其中寻求帮助。 **Key Terms (关键术语):** * **Packet (数据包):** A unit of data transmitted between the client and server. * **Handshake (握手):** The initial exchange of information between the client and server to establish a connection. * **NBT (命名二进制标签):** A data format used to store complex data structures in Minecraft. * **API (应用程序编程接口):** A set of functions and procedures that allow different software components to interact. This should give you a good starting point. Good luck!

Custom MCP Servers

我自建的 MCP 服务器合集 🧠⚡️。

SearXNG MCP Server

Provides privacy-focused web search capabilities through SearXNG metasearch engine, enabling web, image, video, and news searches without tracking. Includes comprehensive research tools that aggregate and analyze results from multiple search engines.

Math Operations MCP Server

Enables mathematical operations and calculations through an MCP server interface. Provides computational capabilities accessible via HTTP endpoints for mathematical processing tasks.

WHOOP MCP Server for Poke

Connects WHOOP fitness data to Poke AI assistant, enabling natural language queries for recovery scores, sleep analysis, strain tracking, and healthspan metrics.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

mcp-security-sandbox

MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab

MCP Fetch With Proxy

mcp-fetch

IBHack MCP Server

Enables intelligent discovery and recommendation of Python tools using Google Gemini AI. Automatically scans directories for tool classes and recommends the most relevant tools based on user queries with complete code generation.

MCP Desktop Tools

Enables searching text across configured local workspaces using ripgrep. Provides secure text search capabilities within defined workspace boundaries through both MCP server and CLI interfaces.

Letta MCP Server Railway Edition

Enables AI clients to interact with Letta.ai's stateful agents via cloud deployment on Railway. Provides 20+ tools for agent management, conversations, memory operations, and tool configuration through a streamable HTTP transport optimized for production use.

YNAB MCP Server

A Model Context Protocol server that enables interaction with You Need A Budget (YNAB) via their API, allowing users to manage budgets, accounts, categories, and transactions through natural language.

MCP Server Boilerplate

A starter template for building MCP (Model Context Protocol) servers that integrate with Claude, Cursor, or other MCP-compatible AI assistants. Provides a clean foundation with TypeScript support, example tool implementation, and installation scripts for quick customization.

🤖 Laravel Vibes

用于实现机器控制协议 (MCP) 服务器的 Laravel 扩展包

MCP Printer Server

Enables AI assistants to print documents, manage print queues, and control printers on macOS/Linux systems via the CUPS printing system. Supports printing PDFs, text files, and other formats with options like duplex printing, landscape orientation, and multiple copies.

MCP Helm Chart

Here are a few possible translations, depending on the context and what you want to emphasize: **General/Neutral:** * **MCP 服务器的 Helm Chart** (MCP fúwùqì de Helm Chart) - This is the most straightforward and common translation. It literally means "Helm Chart for MCP Server." **More Emphasizing the Purpose (Deployment):** * **用于部署 MCP 服务器的 Helm Chart** (Yòng yú bùshǔ MCP fúwùqì de Helm Chart) - This translates to "Helm Chart for deploying MCP Server." It highlights the chart's purpose. **More Emphasizing the Package/Template:** * **MCP 服务器的 Helm 图表** (MCP fúwùqì de Helm túbiǎo) - This translates to "Helm Chart of MCP Server." While "图表" (túbiǎo) literally means "chart," in this context, it can also refer to the Helm chart as a package or template. **Recommendation:** The best translation is likely the **general/neutral** one: * **MCP 服务器的 Helm Chart** (MCP fúwùqì de Helm Chart) This is clear, concise, and easily understood. Unless you have a specific reason to emphasize deployment or the package nature of the chart, stick with the simplest option.

Unsplash API MCP Server

An API that exposes Unsplash image search, listing, and random photo capabilities as MCP tools, enabling AI models like Claude to directly interact with Unsplash's services.

MCP TypeScript Template

A starter template for building remote Model Context Protocol servers using TypeScript, providing modern tooling and best practices while leveraging the MCP TypeScript SDK.

🛰️ Space Flight News MCP Server

这个项目是一个模型上下文协议（MCP）服务器，它与太空飞行新闻API集成，以提供最新的太空飞行相关新闻文章。

Giphy API MCP Server

An auto-generated Multi-Agent Conversation Protocol (MCP) Server that enables interaction with Giphy's API through natural language, allowing users to search, retrieve, and work with GIF content programmatically.

Street View Publish API MCP Server

Enables interaction with Google's Street View Publish API for publishing and managing 360 photos on Google Street View through natural language commands.

Jokes MCP Server

A Model Context Protocol server that provides Chuck Norris and Dad jokes which can be integrated with Microsoft Copilot Studio and GitHub Copilot.

MCP Server

A Django-based implementation of the Model Context Protocol (MCP) for managing political preferences and visions for the future.

context-awesome

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