发现优秀的 MCP 服务器

districtapi-mcp

MCP server for districtapi.dev that enables AI assistants to look up US school district and school information by address, name, or ID, including schools near a location.

FortunaMCP

FortunaMCP is an advanced MCP server dedicated to generating high-quality random values. It leverages the Fortuna C-extension, which is directly powered by Storm—a robust, thread-safe C++ RNG engine optimized for high-speed, hardware-based entropy.

Elasticsearch MCP Server Solution

Enables comprehensive interaction with Elasticsearch APIs through natural language queries, specifically optimized for security analysis, threat detection, incident investigation, and compliance monitoring with advanced machine learning capabilities for anomaly detection.

odds-mcp

MCP server for odds data that provides tools to query consensus odds, fair prices, and outliers, and to safely propose, approve, and publish boosts with audit logging.

sshops

A lightweight, zero-agent SSH operations tool that enables remote command execution, file transfer, and audit logging. It integrates as an MCP server for AI-driven infrastructure management.

browser-use-mcp-server

镜子 (jìng zi)

ACM MCP Server

An MCP server that automates Aspen Custom Modeler (ACM) via COM, enabling steady-state and dynamic simulations and variable manipulation. It allows users to programmatically manage ACM sessions and interact with .acmf files through standardized tools.

xcomet-mcp-server

Translation quality evaluation MCP Server powered by xCOMET. Provides quality scoring (0-1), error detection with severity levels, and optimized batch processing for AI-assisted translation workflows.

SegmentMCP

Transforms natural language queries into SQL for customer segmentation, enabling democratized access to customer data insights.

Ace Context MCP

Persistent, local-first memory for your AI chats. Save context in one chat, load it in another — across Claude web, Claude Code, Cursor, Cline, and Claude Desktop. One store, on your own disk, reachable from every tool via MCP, CLI, REST, or SDK.

UI Test Gen MCP Server

Generates Playwright visual testing scripts from CSV data with advanced configuration management and environment switching capabilities.

MCP Server - VSCode Tutorial

Okay, here's a breakdown of how to build an MCP (Minecraft Coder Pack) server and use VS Code as an MCP client, translated into Chinese. I'll focus on clarity and accuracy for a Chinese-speaking audience familiar with programming concepts. **标题: 构建 MCP 服务器并使用 VS Code 作为 MCP 客户端的教程** **简介:** 本教程将指导您如何搭建一个 Minecraft Coder Pack (MCP) 服务器，并配置 Visual Studio Code (VS Code) 作为 MCP 客户端，以便进行 Minecraft Mod 开发。 MCP 提供反编译、反混淆和重新编译 Minecraft 代码的工具，使 Mod 开发更加容易。 VS Code 作为一个强大的代码编辑器，可以与 MCP 集成，提供代码补全、调试等功能。 **第一部分: 安装和配置 MCP 服务器** 1. **下载 MCP:** * **中文:** 从 MCP 的官方网站或可靠的第三方资源下载最新版本的 MCP。 确保下载的版本与您要修改的 Minecraft 版本相对应。 * **英文:** Download the latest version of MCP from the official MCP website or a reliable third-party source. Make sure the version you download corresponds to the Minecraft version you want to modify. 2. **解压 MCP:** * **中文:** 将下载的 MCP 压缩包解压到一个合适的目录。 建议创建一个专门用于 MCP 的文件夹，例如 `C:\mcp`. * **英文:** Extract the downloaded MCP archive to a suitable directory. It is recommended to create a dedicated folder for MCP, such as `C:\mcp`. 3. **配置 MCP:** * **中文:** 打开 MCP 目录下的 `mcp.cfg` 文件。 这个文件包含了 MCP 的配置信息。 * **英文:** Open the `mcp.cfg` file in the MCP directory. This file contains the MCP configuration information. * **中文:** 在 `mcp.cfg` 文件中，找到 `MinecraftVersion` 选项，并将其设置为您要修改的 Minecraft 版本。 例如: `MinecraftVersion = 1.19.2` * **英文:** In the `mcp.cfg` file, find the `MinecraftVersion` option and set it to the Minecraft version you want to modify. For example: `MinecraftVersion = 1.19.2` * **中文:** 根据您的需求，修改其他配置选项。 例如，您可以设置 `ClientPath` 和 `ServerPath` 来指定 Minecraft 客户端和服务器的路径（如果 MCP 无法自动找到它们）。 * **英文:** Modify other configuration options according to your needs. For example, you can set `ClientPath` and `ServerPath` to specify the paths to the Minecraft client and server (if MCP cannot find them automatically). 4. **运行 MCP:** * **中文:** 打开命令提示符或终端，导航到 MCP 目录。 * **英文:** Open a command prompt or terminal and navigate to the MCP directory. * **中文:** 运行 `./gradlew setupDecompWorkspace` 命令。 这个命令会下载 Minecraft 客户端和服务器，并反编译它们。 这个过程可能需要一些时间。 * **英文:** Run the `./gradlew setupDecompWorkspace` command. This command will download the Minecraft client and server and decompile them. This process may take some time. * **中文:** 运行 `./gradlew eclipse` 或 `./gradlew idea` 命令，根据您使用的 IDE 生成 Eclipse 或 IntelliJ IDEA 项目文件。 虽然我们使用 VS Code，但生成这些文件可以帮助 MCP 更好地组织代码。 * **英文:** Run the `./gradlew eclipse` or `./gradlew idea` command to generate Eclipse or IntelliJ IDEA project files, depending on the IDE you are using. Although we are using VS Code, generating these files can help MCP better organize the code. **第二部分: 配置 VS Code 作为 MCP 客户端** 1. **安装 Java Development Kit (JDK):** * **中文:** 确保您的系统上安装了 JDK。 VS Code 需要 JDK 来编译 Java 代码。 建议安装与您要修改的 Minecraft 版本兼容的 JDK 版本。 * **英文:** Make sure you have the JDK installed on your system. VS Code needs the JDK to compile Java code. It is recommended to install a JDK version compatible with the Minecraft version you want to modify. 2. **安装 VS Code 扩展:** * **中文:** 在 VS Code 中，安装以下扩展： * **Java Extension Pack:** 提供 Java 开发所需的基本功能，例如代码补全、调试等。 * **Gradle Language Support:** 提供 Gradle 构建文件的语法高亮和代码补全。 * **英文:** In VS Code, install the following extensions: * **Java Extension Pack:** Provides basic functions required for Java development, such as code completion, debugging, etc. * **Gradle Language Support:** Provides syntax highlighting and code completion for Gradle build files. 3. **导入 MCP 项目到 VS Code:** * **中文:** 在 VS Code 中，选择 "文件" -> "打开文件夹"，然后选择 MCP 目录下的 `eclipse` 或 `idea` 文件夹（取决于您之前运行的 Gradle 命令）。 * **英文:** In VS Code, select "File" -> "Open Folder", and then select the `eclipse` or `idea` folder under the MCP directory (depending on the Gradle command you ran earlier). 4. **配置 VS Code 的 Java 设置:** * **中文:** 打开 VS Code 的设置 (文件 -> 首选项 -> 设置)。 * **英文:** Open VS Code settings (File -> Preferences -> Settings). * **中文:** 搜索 "java.home"，并将其设置为您的 JDK 安装目录。 * **英文:** Search for "java.home" and set it to your JDK installation directory. 5. **开始 Mod 开发:** * **中文:** 现在，您可以在 VS Code 中浏览和修改 Minecraft 的源代码。 MCP 会自动处理反编译和反混淆的代码，使代码更易于理解。 * **英文:** Now you can browse and modify the Minecraft source code in VS Code. MCP automatically handles the decompiled and deobfuscated code, making the code easier to understand. * **中文:** 您可以在 `src/main/java` 目录下创建您的 Mod 类。 * **英文:** You can create your Mod classes in the `src/main/java` directory. 6. **构建和运行 Mod:** * **中文:** 在 VS Code 的终端中，导航到 MCP 目录。 * **英文:** In the VS Code terminal, navigate to the MCP directory. * **中文:** 运行 `./gradlew build` 命令来构建您的 Mod。 * **英文:** Run the `./gradlew build` command to build your Mod. * **中文:** 构建完成后，您的 Mod 将位于 `build/libs` 目录下。 * **英文:** After the build is complete, your Mod will be located in the `build/libs` directory. * **中文:** 将您的 Mod 文件复制到 Minecraft 的 `mods` 文件夹中。 * **英文:** Copy your Mod file to the Minecraft `mods` folder. * **中文:** 启动 Minecraft 并测试您的 Mod。 * **英文:** Launch Minecraft and test your Mod. **注意事项:** * **中文:** MCP 的配置和使用可能比较复杂，请仔细阅读 MCP 的文档和教程。 * **英文:** MCP configuration and usage can be complex, please read the MCP documentation and tutorials carefully. * **中文:** 确保您的 JDK 版本与 Minecraft 版本兼容。 * **英文:** Make sure your JDK version is compatible with the Minecraft version. * **中文:** 如果遇到问题，请查阅 MCP 的论坛或社区寻求帮助。 * **英文:** If you encounter problems, consult the MCP forum or community for help. * **中文:** Gradle 构建过程可能需要下载大量的依赖项，请确保您的网络连接稳定。 * **英文:** The Gradle build process may require downloading a large number of dependencies, please ensure your network connection is stable. **总结:** 本教程介绍了如何搭建 MCP 服务器并使用 VS Code 作为 MCP 客户端。 通过这种方式，您可以更方便地进行 Minecraft Mod 开发。 希望本教程对您有所帮助！ This translation aims to be clear, accurate, and helpful for Chinese-speaking developers. It includes explanations of the purpose of each step and provides context for better understanding. Good luck with your modding!

trundler

A local MCP server for grocery shopping, enabling product search, specials, and browsing across NZ supermarkets, with cart and order history for Countdown/Woolworths via browser-assisted login.

aiops-mcp

A self-contained, security-first, EU-sovereign unified AI-operations MCP server that fuses a live bitemporal fleet model, a drift engine, and a tiered audited actuator into one control plane.

PSYCHO-Py800MCP

MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-driven waveform analysis and automated measurement.

AgentValet

Identity and credential governance for AI agents. Every agent gets its own cryptographic identity, scoped short-lived credentials per platform, human approval on sensitive actions, and an immutable audit log.

@cyanheads/chembl-mcp-server

Link compounds to protein targets, rank bioactivity (IC50/Ki/EC50), and look up drug mechanisms and indications over ChEMBL via MCP.

pdf-mcp

An MCP server that provides tools for reading, writing, and manipulating PDF files, including text extraction, metadata retrieval, and merging or splitting documents. It also enables users to create PDFs from plain text and convert specific pages or entire documents into images.

MCP PDF and DOCX Server

Provides tools to read PDFs, extract images, convert between PDF and DOCX, create DOCX from text, and generate PDFs from DOCX, text, or HTML.

mcp-hackernews

Enables searching and retrieving top stories and individual items from Hacker News, with access to scores, comments, authors, and timestamps.

Weather MCP Server

Provides weather alerts and forecasts via the National Weather Service API, enabling Claude to answer weather-related queries.

Huawei MCP Server

A Model Context Protocol server that provides secure, controlled access to Huawei Cloud services (ECS, OBS, GaussDB, etc.) for AI assistants, enabling cloud resource management through conversational workflows.

binance-mcp-server

Provides comprehensive Binance trading capabilities through Claude Desktop, including account management, spot and futures trading, market data, and advanced analysis tools.

SEFAZ SC DEC: Caixa Postal

Enables querying SEFAZ SC DEC Caixa Postal (Brazilian state tax mailbox) from the official source via a hosted MCP server, with prepaid credits and support for any MCP client.

Europe PMC Literature Search MCP Server

A professional literature search tool built on FastMCP framework that enables AI assistants to search academic literature from Europe PMC, retrieve article details, and analyze journal quality with seamless integration into Claude Desktop and Cherry Studio.

Prometheus MCP Server

Enables AI assistants to query Prometheus metrics, monitor alerts, and analyze system health through read-only access to your Prometheus server with built-in query safety and optional AI-powered metric analysis.

Portkey MCP Server

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mcp-reticle

The Wireshark for the Model Context Protocol (Reticle) intercepts, visualises, and profiles MCP JSON-RPC traffic in real time — designed for microsecond-level overhead.