Discover Awesome MCP Servers

o3-search MCP

An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.

Mobile MCP

一个提供移动自动化功能的模型上下文协议（MCP）服务器。

ExternalAttacker MCP Server

一个模块化的外部攻击面测绘工具，集成了自动化侦察和漏洞赏金工作流程的工具。

MCP Git Explorer

一个简单的 MCP 服务器，用于获取远程 Git 仓库内容并将其作为结构化文本文件返回。 (Simplified: 一个简单的 MCP 服务器，用于获取远程 Git 仓库内容并将其作为结构化文本文件返回。)

ProductMaster MCP Server

Enables natural language search and management of product information through a flexible API wrapper. Supports fuzzy search with multiple filtering criteria, detailed product retrieval, and statistical analysis of products by type, currency, and risk level.

Brightspace MCP Server

Enables Purdue University students to access their Brightspace academic data including courses, assignments, and grades through web scraping with Duo Mobile 2FA authentication. Provides programmatic access to student academic information when official API access is restricted.

MCP Background Job Server

An MCP server that enables coding agents to execute and manage long-running shell commands asynchronously with capabilities for process monitoring, interaction, and lifecycle management.

Alpaca Trading MCP Server

一个模型上下文协议服务器，它与 Alpaca 交易 API 接口，允许用户通过自然语言交互来管理投资组合、下单交易和访问市场数据。 (Alternatively, a slightly more formal translation:) 一个模型上下文协议服务器，该服务器与 Alpaca 交易 API 对接，使用户能够通过自然语言交互管理投资组合、执行交易并获取市场数据。

MCP CLI Command Server

Provides safe, controlled access to network and system diagnostic tools including ping, nmap, dig, traceroute, curl, and whois for troubleshooting connectivity, scanning ports, and performing DNS lookups through whitelisted commands with security validation.

VPS Initialize

Enables automated VPS initialization and management through SSH connections. Supports installing common services like Node.js, Nginx, and Redis, configuring domains with SSL certificates, and setting up GitHub CI/CD pipelines with deploy keys.

Another™ MCP Server for Binary Ninja

一个为 Binary Ninja 打造的又一个 MCP 服务器，带超能力 🥵

Jina Reader MCP Server

Jina Reader MCP 服务器。通过在 GitHub 上创建帐户来参与 wong2/mcp-jina-reader 的开发。

Canvas MCP Server

Enables AI assistants like Claude to interact with Canvas LMS through the Canvas API, providing tools for managing courses, announcements, rubrics, assignments, and student data.

Spring Web to MCP Converter 🚀

Okay, here's a translation of "Convert Spring REST API to MCP Server with OpenRewrite" into Chinese, along with some considerations for different nuances: **Option 1 (More Literal, General):** * **中文:** 使用 OpenRewrite 将 Spring REST API 转换为 MCP 服务器 * **Pinyin:** Shǐyòng OpenRewrite jiāng Spring REST API zhuǎnhuàn wèi MCP fúwùqì * **Explanation:** This is a straightforward translation. It's suitable if you're talking about a general process or concept. **Option 2 (More Technical, Emphasizing the Transformation):** * **中文:** 使用 OpenRewrite 重构 Spring REST API 为 MCP 服务器 * **Pinyin:** Shǐyòng OpenRewrite chónggòu Spring REST API wèi MCP fúwùqì * **Explanation:** "重构 (chónggòu)" means "refactor." This is a better choice if you're emphasizing the code transformation aspect of using OpenRewrite. It implies that you're changing the structure of the code to fit the MCP server architecture. **Option 3 (More Specific, Implying Migration):** * **中文:** 使用 OpenRewrite 将 Spring REST API 迁移到 MCP 服务器 * **Pinyin:** Shǐyòng OpenRewrite jiāng Spring REST API qiānyí dào MCP fúwùqì * **Explanation:** "迁移 (qiānyí)" means "migrate." This is suitable if you're talking about moving the API from one platform (Spring) to another (MCP). **Option 4 (Most Concise, Assumes Context):** * **中文:** OpenRewrite 实现 Spring REST API 到 MCP 服务器的转换 * **Pinyin:** OpenRewrite shíxiàn Spring REST API dào MCP fúwùqì de zhuǎnhuàn * **Explanation:** This is the most concise. It assumes the reader already knows you're using OpenRewrite to *do* the conversion. "实现 (shíxiàn)" means "implement" or "achieve." **Which one to choose depends on the context:** * If you're introducing the idea for the first time, Option 1 or 2 is good. * If you're talking to someone familiar with the process, Option 4 is fine. * If you're specifically talking about moving the API to a new platform, Option 3 is best. **Important Considerations:** * **MCP Server:** Make sure the reader understands what "MCP Server" refers to. If it's a specific product or technology, you might need to provide more context or a brief explanation elsewhere. * **OpenRewrite:** Assuming the audience knows what OpenRewrite is. If not, a brief explanation might be needed. I would probably lean towards **Option 2 (重构)** if I were talking to a technical audience about the code changes involved. If it's a more general audience, **Option 1 (转换)** is safer.

lsfusion-mcp

Enables RAG-powered documentation search using OpenAI embeddings and Pinecone vector database. Provides an extensible framework for adding additional tools with support for both local STDIO and production HTTP transports.

GitHub MCP Server Test

使用 GitHub MCP 服务器创建的测试仓库。

Memory MCP Server (Go)

一个提供知识图谱管理功能的模型上下文协议服务器。

Neon MCP Server

一个轻量级的 MCP 服务器，可与 Neon REST API 交互，并可部署在 Cloudflare Workers 上，以实现简化的数据库管理和集成。

Selenium MCP Server

Allows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.

AMap Maps MCP Server

Enables location-based services through AMap/AutoNavi Maps API including geocoding, weather information, route planning, and POI searches. Supports multiple transportation modes and provides detailed geographic data for Chinese locations.

GitLab-MCP-Server

镜子 (jìng zi)

GoDaddy Orders MCP Server

MCP Server that enables interaction with GoDaddy's Orders API using natural language, auto-generated from the OTE GoDaddy Orders OpenAPI specification.

SQL Query MCP Server

A FastMCP server that enables natural language querying of PostgreSQL databases through LLM integration, allowing users to generate SQL queries from plain English and visualize the results.

WhatsApp MCP Server

一个模型上下文协议服务器，可以将您的个人 WhatsApp 帐户连接到像 Claude 这样的人工智能代理，使它们能够搜索消息、查看联系人、检索聊天记录以及通过 WhatsApp 发送消息。

🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server

Okay, here's a translation of "Simple MCP server using Claude to interact with a local JSON server" into Chinese, along with a few options depending on the nuance you want to convey: **Option 1 (Most Literal and Common):** * **使用 Claude 与本地 JSON 服务器交互的简单 MCP 服务器** * (Shǐyòng Claude yǔ běndì JSON fúwùqì jiāohù de jiǎndān MCP fúwùqì) This is a direct translation. It's clear and understandable. **Option 2 (Slightly More Natural Flow):** * **一个简单的 MCP 服务器，使用 Claude 来与本地 JSON 服务器进行交互** * (Yī gè jiǎndān de MCP fúwùqì, shǐyòng Claude lái yǔ běndì JSON fúwùqì jìnxíng jiāohù) This adds "一个" (yī gè - "a/an") at the beginning and "来进行" (lái jìnxíng - "to perform") before "交互" (jiāohù - "interact"). It makes the sentence flow a bit more naturally in Chinese. **Option 3 (Emphasizing the Purpose):** * **一个简单的 MCP 服务器，用于使用 Claude 与本地 JSON 服务器交互** * (Yī gè jiǎndān de MCP fúwùqì, yòng yú shǐyòng Claude yǔ běndì JSON fúwùqì jiāohù) This uses "用于" (yòng yú - "used for") to explicitly state the purpose of the MCP server. **Breakdown of the terms:** * **Simple:** 简单的 (jiǎndān de) * **MCP server:** MCP 服务器 (MCP fúwùqì) (MCP is usually kept as is) * **using Claude:** 使用 Claude (shǐyòng Claude) * **to interact:** 交互 (jiāohù) or 进行交互 (jìnxíng jiāohù) * **with:** 与 (yǔ) * **a local JSON server:** 本地 JSON 服务器 (běndì JSON fúwùqì) **Which option is best?** Option 1 is perfectly acceptable and the most straightforward. Option 2 is slightly more natural-sounding. Option 3 is good if you want to emphasize the purpose. Choose the one that best fits the context of where you're using the translation.

MCP-AWS

A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.

Risky Business MCP Server

Enables comprehensive cybersecurity vulnerability assessment by searching GitHub repositories for exploits, querying NIST NVD for CVE details, and accessing CISA's Known Exploited Vulnerabilities catalog. Supports complete vulnerability research workflows from threat intelligence gathering to proof-of-concept discovery.