发现优秀的 MCP 服务器

LiteMCP

一个用于优雅地构建 MCP 服务器的 TypeScript 框架

MCP Weather Server

Provides weather alerts and forecasts for US locations using the National Weather Service API.

Reddit Growth MCP

A toolkit for analyzing subreddits and post patterns to help choose communities and shape posts using real data, running as an MCP server and command-line tool.

io.github.thehesiod/costco

MCP server to access Costco warehouse receipts and online orders via their internal GraphQL API.

Unreal Engine Generative AI Support Plugin

UnrealMCP 来了！！通过 AI 自动生成蓝图和场景！！一个用于 LLM/GenAI 模型和 MCP UE5 服务器的虚幻引擎插件。支持 Claude Desktop App、Windsurf 和 Cursor，还包括 OpenAI 的 GPT4o、DeepseekR1 和 Claude Sonnet 3.7 API，并计划很快添加 Gemini、Grok 3、音频和实时 API。

WLADY_CODE MCP

An MCP server that turns any codebase into a queryable knowledge graph — and renders it as an interactive galaxy.

Getting Started with Remote MCP Servers using Azure Functions (Overview)

以下是一个着陆页的中文翻译，用于介绍在 Azure Functions 上运行远程 MCP 服务器的工作，并提供指向各种语言堆栈特定代码仓库的链接： **标题：在 Azure Functions 上运行远程 MCP 服务器** **简介：** 欢迎来到在 Azure Functions 上运行远程 MCP (Minecraft Protocol) 服务器的资源中心！ Azure Functions 提供了一种经济高效且可扩展的方式来托管您的 Minecraft 服务器后端逻辑。 本项目旨在提供各种语言堆栈的示例和工具，帮助您轻松地在 Azure Functions 上部署和管理您的远程 MCP 服务器。 **优势：** * **经济高效：** 按需付费，仅在服务器运行时才产生费用。 * **可扩展性：** Azure Functions 可以根据玩家数量自动扩展，确保流畅的游戏体验。 * **易于部署：** 使用我们提供的示例和工具，您可以快速轻松地部署您的远程 MCP 服务器。 * **语言灵活性：** 我们支持多种编程语言，您可以选择最适合您的语言。 **支持的语言堆栈：** 以下是支持的语言堆栈及其对应代码仓库的链接： * **[语言名称 1]：** [代码仓库链接 1] (例如：Python: [GitHub 链接]) * **[语言名称 2]：** [代码仓库链接 2] (例如：Java: [GitHub 链接]) * **[语言名称 3]：** [代码仓库链接 3] (例如：C#: [GitHub 链接]) * **[语言名称 4]：** [代码仓库链接 4] (例如：Node.js: [GitHub 链接]) **入门指南：** 1. 选择您喜欢的语言堆栈。 2. 访问相应的代码仓库。 3. 按照仓库中的说明进行操作，设置您的 Azure Functions 项目。 4. 部署您的 Azure Functions 到 Azure。 5. 配置您的 Minecraft 客户端以连接到您的远程 MCP 服务器。 **资源：** * [Azure Functions 文档](链接到 Azure Functions 文档) * [Minecraft 协议文档](链接到 Minecraft 协议文档) * [社区论坛](链接到社区论坛) **贡献：** 我们欢迎您的贡献！ 如果您想添加对其他语言堆栈的支持，改进现有示例，或修复错误，请提交 Pull Request。 **联系方式：** 如果您有任何问题或建议，请通过 [联系方式] 与我们联系。 **英文原文参考：** **Title: Running Remote MCP Server on Azure Functions** **Introduction:** Welcome to the resource hub for running a remote MCP (Minecraft Protocol) server on Azure Functions! Azure Functions provide a cost-effective and scalable way to host your Minecraft server backend logic. This project aims to provide examples and tools for various language stacks to help you easily deploy and manage your remote MCP server on Azure Functions. **Benefits:** * **Cost-Effective:** Pay-as-you-go pricing, only incurring costs when the server is running. * **Scalable:** Azure Functions can automatically scale based on player count, ensuring a smooth gaming experience. * **Easy Deployment:** With our provided examples and tools, you can quickly and easily deploy your remote MCP server. * **Language Flexibility:** We support multiple programming languages, allowing you to choose the one that best suits your needs. **Supported Language Stacks:** Below are the supported language stacks and links to their respective repositories: * **[Language Name 1]:** [Repository Link 1] (e.g., Python: [GitHub Link]) * **[Language Name 2]:** [Repository Link 2] (e.g., Java: [GitHub Link]) * **[Language Name 3]:** [Repository Link 3] (e.g., C#: [GitHub Link]) * **[Language Name 4]:** [Repository Link 4] (e.g., Node.js: [GitHub Link]) **Getting Started:** 1. Choose your preferred language stack. 2. Visit the corresponding repository. 3. Follow the instructions in the repository to set up your Azure Functions project. 4. Deploy your Azure Functions to Azure. 5. Configure your Minecraft client to connect to your remote MCP server. **Resources:** * [Azure Functions Documentation](Link to Azure Functions Documentation) * [Minecraft Protocol Documentation](Link to Minecraft Protocol Documentation) * [Community Forum](Link to Community Forum) **Contributing:** We welcome your contributions! If you would like to add support for other language stacks, improve existing examples, or fix bugs, please submit a Pull Request. **Contact:** If you have any questions or suggestions, please contact us at [Contact Information].

rain-avoid-map

Provides flood-risk reporting and avoidance guidance for rainy days, including parking risk, community reports, and weather-based alerts.

Riftrunner AI MCP Server

Exposes Riftrunner AI's knowledge surface—models, pricing, FAQ, and links—to MCP-compatible clients. Read-only, zero-config, and requires no API keys.

calc-mcp

21 tools for things AI is bad at — deterministic math, cryptographic randomness, date arithmetic, hashing, encoding, unit conversion, and more.

LlamaCloud MCP Server

镜子 (jìng zi)

cordra-mcp

Provides read-only access to Cordra digital object repositories, enabling AI assistants to explore schemas, retrieve objects, and search using Lucene queries.

MCP Hub

A multi-MCP server hub that hosts several independent MCP servers (e.g., DuckDuckGo, Zhihu, Doubao, Academic) with per-path authentication, deployable on Hugging Face Spaces.

xsignal MCP Server

Provides pay-per-call data signals for Base tokens via x402, including intent (with abstain), preflight, token briefs, and social signals.

Memento

Memento is a local-first, open-source MCP middleware that gives AI agents persistent memory, proactive goal enforcement, and autonomous intelligence using a SQLite temporal graph with Reciprocal Rank Fusion retrieval.

Brand MCP Server

Enables access to a PostgreSQL database for brand-related data using Python. It allows users to interact with database records through local configurations or secure remote EC2 deployments.

kali-mcp

Provides an MCP interface to a full Kali Linux environment running in Docker, enabling AI assistants to execute security tools like nmap, sqlmap, and metasploit. It allows users to start/stop the container, run shell commands, and transfer files for security testing and educational purposes.

Weather MCP Server

A Model Context Protocol server that retrieves current weather information for any city using the OpenWeatherMap API, designed for integration with Claude Code.

mcp-mirage-brand-extract

Extracts brand identity (colors, typography, spacing) from any website and generates HTML/CSS replicas or applies branding to templates.

Khan Academy MCP Server

Enables AI assistants to search, browse, and read Khan Academy's educational content, including courses, articles, and video transcripts. It provides tools to navigate the subject hierarchy and retrieve detailed metadata without requiring an API key.

SAP MCP Server

Enables AI assistants to securely connect with SAP ABAP and BTP services, allowing execution of function modules, BAPIs, table reads, and various BTP operations through MCP.

tech-collector-mcp

Aggregates technical articles from multiple sources (Qiita, Dev.to, NewsAPI, Hacker News), summarizes them using Gemini API, and syncs them to Notion databases with personalized recommendations based on reading history and tags.

Supabase MCP Server

Enables AI agents to access and manage Supabase projects through the Model Context Protocol, supporting database operations, edge functions, storage, and documentation search. It provides a complete toolset for SQL execution, migration management, and real-time project debugging.

MCP-Claude

TypeScript implementation of the Model Context Protocol that standardizes how LLMs connect to data sources and tools, eliminating vendor lock-in and simplifying AI integration.

dtb-members-mcp

MCP server for managing tennis club member data from local CSV/Excel exports. Provides tools for searching, filtering, and analyzing member information.

Sentinel

Sentinel is a runtime enforcement layer for agent payments that blocks fraudulent transactions by enforcing signed mandates, tracing provenance, and detecting prompt injections. It acts as a guard between the agent and payment rails to prevent unauthorized payments.

Kubernetes MCP Server – 5G Core Edition

Exposes Kubernetes cluster state with specialized telecom awareness of 5G Core network functions and topologies to MCP-compatible LLMs. It enables natural language analysis of 5G workloads, network slices, UPF data planes, and cluster health.

mcp-dep-tools

MCP server providing dependency and package management tools for AI agents. Analyze licenses, find outdated packages, visualize dependency trees, estimate bundle sizes, and audit security vulnerabilities.