发现优秀的 MCP 服务器

MCP Commands

好的，这是将 "A Ruby on Rails MCP server with file operation commands" 翻译成中文的几种选择，根据不同的侧重点： **1. 强调技术细节 (更偏向技术文档):** * **一个使用 Ruby on Rails 构建的 MCP 服务器，带有文件操作命令。** (Yī gè shǐyòng Ruby on Rails gòujiàn de MCP fúwùqì, dài yǒu wénjiàn cāozuò mìnglìng.) **2. 强调功能性 (更偏向用户描述):** * **一个基于 Ruby on Rails 的 MCP 服务器，可以执行文件操作。** (Yī gè jīyú Ruby on Rails de MCP fúwùqì, kěyǐ zhíxíng wénjiàn cāozuò.) **3. 更简洁的说法:** * **带有文件操作命令的 Ruby on Rails MCP 服务器。** (Dài yǒu wénjiàn cāozuò mìnglìng de Ruby on Rails MCP fúwùqì.) **解释:** * **Ruby on Rails:** 保持英文，因为这是一个技术框架的名称。 * **MCP server:** 保持英文，除非你有更具体的中文术语来描述这个服务器的功能。 如果有，请提供，我可以帮你替换。 * **file operation commands:** 文件操作命令 (wénjiàn cāozuò mìnglìng) **选择哪个翻译取决于你的具体需求和目标受众。** 如果你的受众是技术人员，那么第一个或第三个选项可能更合适。 如果你的受众是普通用户，那么第二个选项可能更易于理解。

Spotify Playlist Curator MCP Server

一个 MCP 服务器，可以分析你的 Spotify 播放列表，并使用 Claude 根据情绪、氛围、BPM 和其他音乐属性来推荐歌曲。

SSH MCP Server

A toolset for executing commands and transferring files or directories on remote servers via SSH. It supports both direct connection parameters and pre-configured server profiles for seamless remote infrastructure management.

Cerebral Valley MCP Server

Enables discovery and submission of AI community events, hackathons, and meetups through search by location, type, and date range, plus newsletter subscription capabilities.

download ffmpeg

原本打算做一个 MCP 服务器，现在却变成了一个愚蠢的 SoundCloud 抓取器。

XCAutokit

First-party MCP server and CLI for Xcode and iOS Simulator automation. Enables control of Xcode and iOS Simulator via MCP tools for tasks like building, testing, and automation.

data-sncf

Enables querying SNCF Open Data (train schedules, stations, punctuality, etc.) through natural language or direct tool calls, with dataset search, metadata retrieval, and ODSQL querying.

mcp-openvision

MCP OpenVision 是一个模型上下文协议 (MCP) 服务器，它提供由 OpenRouter 视觉模型驱动的图像分析功能。它使 AI 助手能够通过 MCP 生态系统内的一个简单界面来分析图像。

ScanRook MCP Server

Enables AI assistants to perform vulnerability scanning on Docker/OCI images, check CVE details, analyze licenses, and compare scan results via ScanRook.

stackadapt-mcp

An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like Claude direct access to your campaign data, delivery metrics, advertisers, and more.

CODESYS MCP Toolkit

A Model Context Protocol server that enables seamless interaction between MCP clients (like Claude Desktop) and CODESYS V3 programming environments, allowing automation of project management, POU creation, code editing, and compilation tasks.

Mfuns MCP Server

Enables AI agents to browse, interact with, and manage Mfuns community content through 17 standardized MCP tools, including feeds, threads, posts, comments, reactions, and video publishing.

aris-mcp

Connects agentic AI to Software AG ARIS platforms, enabling model and object operations via MCP tools.

Unofficial bioRxiv MCP Server

Provides access to bioRxiv and medRxiv preprints via a unified tool with seven methods, including keyword search, metadata retrieval, and statistics.

codecity-mcp

Analyzes a local codebase and exposes its structure, per-file summaries, dependency graph, and complexity hotspots as tools for MCP clients like Claude.

Kobo MCP Server

Enables reading and writing to KoBoToolbox via MCP, including creating forms, deploying them, attaching media, and submitting data, all from chat.

mcp-rule-engine

Captures code modifications via AST analysis, generates reusable rules, and injects them into AI agent context with version audit and token-budgeted rule retrieval.

mcp-server-dexcom-health

MCP server for Dexcom CGM glucose data, enabling AI agents to access and analyze continuous glucose monitor readings for health intelligence applications.

jdtls-mcp

Wraps the Eclipse JDT Language Server to enable AI assistants to understand Java codebases, search symbols, navigate definitions/references, and read third-party .class files.

Remote MCP Server Template

A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create and customize their own remote MCP tools that can be accessed from Claude Desktop or AI playgrounds.

eigenlayer-mcp-server

EigenLayer 的模型上下文协议 (MCP) 服务器

AI API MCP Server

A FastMCP-based Model Context Protocol (MCP) server that provides unified access to multiple AI APIs including OpenAI GPT, Google Gemini, Anthropic Claude, and xAI Grok.

discava – Business Directory for AI

Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP

cn-llm-mcp

Local MCP server that enables delegating low-risk tasks like summarization or code patches to a low-cost model, with the main agent reviewing results.

IP-MCP

Enables natural language access to Japanese patent information through the JPO API, allowing users to query patent data directly from Claude Desktop or Claude Code.

Brave Search MCP Server

一个模型上下文协议服务器，它与 Brave 搜索引擎 API 集成，通过服务器发送事件 (SSE) 提供实时搜索功能。

ui-toolkit-mcp

Enables AI agents to inspect Unity UI Toolkit screens, examine element structure and styles, and capture screenshots without entering Play Mode or building a Player.

Deputy Workforce Operations MCP

A read-only MCP server that transforms Deputy workforce records into operational workflows, enabling AI assistants to answer questions about coverage gaps, overtime risk, timesheet exceptions, availability conflicts, and staffing summaries.