发现优秀的 MCP 服务器

Codebase MCP Server

Provides secure and efficient tools for codebase analysis, including file management, metadata retrieval, and dependency tree traversal. It allows LLMs to explore project structures and search for configuration files within a restricted root directory.

MCP MySQL Server

Provides read-only access to MySQL databases, enabling schema inspection, table listing, and execution of SELECT queries through the Model Context Protocol.

wallet-generator-mcp

An MCP server for batch-generating wallets compatible with Ethereum and all EVM-compatible chains.

Crawl4AI MCP Server

Connect to your Crawl4AI docker API server.

Directus MCP Server

一个模型上下文协议服务器，允许人工智能工具连接到您的 Directus API 并与之交互，从而实现对集合、项目和用户数据的自动访问。

ServiceNow MCP Server

An implementation that enables Claude to connect to ServiceNow instances, allowing it to retrieve data and perform actions through the ServiceNow API.

Markdown to HTML MCP Server

An MCP server that converts Markdown to HTML, supporting both stdio and HTTP interfaces for easy integration with Cursor and other MCP clients.

Grafana MCP Server

A server that enables AI assistants to access and query Grafana dashboards, metrics, logs, and configurations through an MCP protocol interface.

MCP MiniMax Music Server

Enables AI agents to generate music and audio content using the MiniMax Music API through text prompts, with support for reference audio and lyric generation.

Author Style "-esque" MCP Server

Provides a catalog of curated author writing styles and tools to blend or analyze them across eight dimensions for text and image prompt generation. It enables users to apply structured literary patterns through deterministic style modeling and coordinate-based interpolation.

Vale MCP Server

Integrates Vale prose linting into AI coding assistants, enabling users to check text files for style and grammar issues using Vale's powerful linting engine. Provides automated style feedback with smart configuration discovery and rich formatted results.

mcp-serverTest

mcp-serverTest

📬 mcp-index

将 MCP 服务器编入索引到 mcprepository.com 的 CLI 工具

Webhooks MCP

Enables sending HTTP requests to webhooks with dynamic parameters, supporting all HTTP methods (GET, POST, PUT, PATCH, DELETE), custom headers, and configurable timeouts with detailed error handling and validation.

Waroom MCP

A Model Context Protocol (MCP) server that enables interaction with Waroom API to retrieve incident information and postmortem details through a standardized protocol.

Cloud Agent MCP Server

Enables AI assistants to create and manage Cursor Cloud Agents that autonomously work on GitHub repositories, including creating tasks, monitoring progress, and automatically generating pull requests.

Initial thoughts

Okay, here's the translation of "Convert OpenAPI specifications to MCP server ready tools" into Chinese, along with some considerations for accuracy and context: **Option 1 (Most Direct Translation):** * **将 OpenAPI 规范转换为 MCP 服务器就绪的工具** * (Jiāng OpenAPI guīfàn zhuǎnhuàn wèi MCP fúwùqì jiùxù de gōngjù) This is a fairly literal translation. It's understandable but might sound a bit technical. **Option 2 (More Natural and Common Phrasing):** * **把 OpenAPI 规范转换成可用于 MCP 服务器的工具** * (Bǎ OpenAPI guīfàn zhuǎnhuàn chéng kěyòng yú MCP fúwùqì de gōngjù) This version uses "把...转换成..." which is a common and natural way to express "convert...to..." in Chinese. "可用于" (kěyòng yú) means "can be used for/in". **Option 3 (Emphasizing "Tools Ready for Use"):** * **将 OpenAPI 规范转换为适用于 MCP 服务器的即用工具** * (Jiāng OpenAPI guīfàn zhuǎnhuàn wèi shìyòng yú MCP fúwùqì de jíyòng gōngjù) This option uses "适用于" (shìyòng yú), meaning "suitable for" or "applicable to," and "即用" (jíyòng), meaning "ready to use" or "out-of-the-box." This emphasizes that the tools are immediately usable. **Option 4 (Focusing on Generation):** * **从 OpenAPI 规范生成 MCP 服务器可用的工具** * (Cóng OpenAPI guīfàn shēngchéng MCP fúwùqì kěyòng de gōngjù) This option uses "从...生成..." (cóng...shēngchéng...), meaning "generate from..." This is appropriate if the process involves generating the tools from the OpenAPI specification. **Which option is best depends on the specific context:** * If you want a simple and direct translation, **Option 1** is fine. * If you want a more natural and common phrasing, **Option 2** is a good choice. * If you want to emphasize that the tools are immediately usable, **Option 3** is best. * If the process involves generating the tools from the OpenAPI specification, **Option 4** is the most accurate. **Key Vocabulary:** * **OpenAPI 规范 (OpenAPI guīfàn):** OpenAPI Specification * **转换 (zhuǎnhuàn):** Convert, transform * **MCP 服务器 (MCP fúwùqì):** MCP Server * **就绪 (jiùxù):** Ready * **工具 (gōngjù):** Tools * **可用于 (kěyòng yú):** Can be used for/in * **适用于 (shìyòng yú):** Suitable for, applicable to * **即用 (jíyòng):** Ready to use, out-of-the-box * **生成 (shēngchéng):** Generate * **从...生成... (cóng...shēngchéng...):** Generate from... **Recommendation:** Without more context, I would recommend **Option 2: 把 OpenAPI 规范转换成可用于 MCP 服务器的工具** as it's the most natural and generally applicable. However, consider **Option 4** if the process is about *generating* the tools.

BMAD MCP Server

Provides intelligent agent routing with 5 specialized AI agents (analyst, architect, dev, pm, qa) through OpenRouter integration. Enables unified project structure across all IDEs with global registry management and automated BMAD methodology workflows.

ember-memory

Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.

Attio MCP Server

Enables AI assistants to interact with Attio CRM through natural language, providing comprehensive CRM management including companies, people, lists, tasks, pipelines, and batch operations with advanced filtering capabilities.

glif-mcp

镜子 (jìng zi)

Weather MCP Server

好的，这是将“Sample MCP server implementation for fetching weather forecasts”翻译成中文的几种选择，根据不同的语境和侧重点，可以选择最合适的： **1. 简洁直译：** * 用于获取天气预报的示例 MCP 服务器实现 **2. 更流畅的表达：** * 一个用于获取天气预报的 MCP 服务器示例实现 **3. 强调“示例”的意义：** * 一个用于演示如何获取天气预报的 MCP 服务器实现示例 **4. 更技术化的表达：** * 用于获取天气预报的 MCP 服务器的示例代码实现 **解释：** * **MCP (Mobile Carrier Platform)**: 如果需要，可以根据具体情况翻译成“移动运营商平台”或保留英文缩写。 * **Server Implementation**: 可以翻译成“服务器实现”、“服务器代码实现”或“服务器端实现”。 * **Fetching Weather Forecasts**: 可以翻译成“获取天气预报”、“获取天气预报数据”或“查询天气预报”。 **建议：** 如果是在技术文档或代码注释中使用，建议使用 **“用于获取天气预报的 MCP 服务器的示例代码实现”** 或 **“一个用于获取天气预报的 MCP 服务器示例实现”**。 如果是在更通用的语境中使用，可以使用 **“一个用于获取天气预报的 MCP 服务器示例实现”**。 请根据实际情况选择最合适的翻译。

Adobe Experience League MCP Server

Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.

NOVA MCP Security Gateway

A prompt-validation service that checks incoming prompts against security rules, blocking those matching high-severity security or jailbreak patterns while authorizing safe prompts.

TikTok Ads MCP Server

Enables AI assistants to manage TikTok advertising campaigns through the TikTok Ads API. Supports campaign creation, performance analytics, audience management, creative operations, and custom reporting through natural language interactions.

grpcmcp

MCP 服务器，它将通过反射或描述符文件代理到您的 gRPC 后端。

Google Docs MCP Server

Enables Claude to interact with Google Docs to list, read, create, search, and update documents in a user's Google Drive. It provides a suite of tools and prompts for document management and content analysis using OAuth 2.0 authentication.

IndigoProtocol/cardano-mcp

MCP server for Cardano blockchain data — exposes on-chain queries, address lookups, transaction history, token metadata, stake pool info, and network parameters to LLM agents.

Jenkins MCP Tool

A multi-Jenkins server management and automation tool that enables intelligent scenario mapping, multi-server management, and complete CI/CD lifecycle operations through natural language interactions.

App Store Connect MCP Server

A server implementing Model Context Protocol for interacting with the App Store Connect API, enabling management of iOS, macOS, and tvOS apps through MCP-compatible clients like Claude Desktop and Cline.