发现优秀的 MCP 服务器

Codebase Insights MCP Server

Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.

Remote MCP Server

A Cloudflare Workers-based MCP server that enables tool integration with Claude AI through OAuth login, allowing users to extend Claude's capabilities with custom tools like mathematical operations.

MCP Server

一个多功能计算平台服务器，旨在与像Qwen这样的大型语言模型集成，提供文件访问、数据库连接、API集成和向量数据库功能。

Ableton MCP Extended

Enables programmatic control over Ableton Live sessions through natural language commands for managing tracks, MIDI clips, and device parameters. It also integrates with ElevenLabs to generate and import AI-based audio and voice elements directly into the DAW.

GCP MCP

Enables AI assistants to interact with Google Cloud Platform resources through natural language queries. Supports querying and managing GCP services like Compute Engine, Cloud Storage, BigQuery, and more across multiple projects and regions.

Acknowledgments

镜子 (jìng zi)

MCP Chunk Editor

一个 MCP 服务器，为 LLM 提供高效且安全的文本编辑器。 (Alternatively, depending on the specific context and target audience, you could also say:) 一个 MCP 服务器，为大型语言模型 (LLM) 提供高效且安全的文本编辑器。

Hong Kong Creative Goods Trade MCP Server

Provides access to Hong Kong's recreation, sports, and cultural data through a FastMCP interface, allowing users to retrieve statistics on creative goods trade including domestic exports, re-exports, and imports with optional year filtering.

Cloudflare Remote MCP Server Template

A template for deploying a remote, unauthenticated Model Context Protocol (MCP) server on Cloudflare Workers using Server-Sent Events. It enables developers to host custom tools remotely and connect them to MCP clients like Claude Desktop or Cloudflare AI Playground.

Hyperliquid MCP Server v2

用于 Hyperliquid 的模型上下文协议服务器，带有集成仪表板

Storyblok MCP

An MCP server that enables AI assistants like Cursor and Claude to interact with the Storyblok Management API. It allows users to manage stories, tags, components, assets, and workflows through natural language commands.

Cube.js MCP Server

Enables AI assistants to query and analyze data from Cube.js analytics platforms, allowing natural language access to cubes, measures, dimensions, and complex analytics queries.

Better Qdrant MCP Server

一个模型上下文协议服务器，通过提供以下工具来实现语义搜索功能：管理 Qdrant 向量数据库集合，使用各种嵌入服务处理和嵌入文档，以及跨向量嵌入执行语义搜索。

Example Next.js MCP Server

A drop-in Model Context Protocol server implementation for Next.js projects that enables AI tools, prompts, and resources integration using the Vercel MCP Adapter.

Facebook Ads Management Control Panel

A Node.js Express server that integrates with Facebook Marketing API to provide a platform for managing ad campaigns, analyzing performance, and receiving optimization recommendations.

PCAP MCP Server

Enables Wireshark-like PCAP analysis through tshark, providing tools for filtering packets, extracting protocol fields, drilling down into frames, session tracking, and timeline analysis for troubleshooting 5G, IMS/SIP, and network protocol issues.

mcp-victorialogs

mcp-victorialogs

OpenAPI REST MCP Server

Dynamically converts any REST service's OpenAPI specification into MCP tools, enabling interaction with REST endpoints through natural language. Supports Spring Boot services and includes auto-discovery for common API configurations.

MCP Documentation Server

Enables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.

Gmail MCP Server

Connects to Gmail accounts to search emails, retrieve full email content, and parse receipts from services like Swiggy, Zomato, and Uber with read-only access.

Trusted GMail MCP Server

在 AWS Nitro Enclave 可信执行环境中运行的首个可信 MCP 服务器

Databento MCP

A Model Context Protocol server that provides access to Databento's historical and real-time market data, including trades, OHLCV bars, and order book depth. It enables AI assistants to perform financial data analysis, manage batch jobs, and convert market data between DBN and Parquet formats.

MCP Server

Okay, here's a translation of "MCP server implementation for handling run_python requests" into Chinese, along with some considerations for different contexts: **Option 1 (Most General):** * **Simplified Chinese:** 用于处理 `run_python` 请求的 MCP 服务器实现 * **Pinyin:** Yòng yú chǔlǐ `run_python` qǐngqiú de MCP fúwùqì shíxiàn * **Explanation:** This is a straightforward and common way to translate the phrase. It emphasizes the *purpose* of the MCP server implementation. **Option 2 (More Technical, Emphasizing the Mechanism):** * **Simplified Chinese:** MCP 服务器中处理 `run_python` 请求的实现 * **Pinyin:** MCP fúwùqì zhōng chǔlǐ `run_python` qǐngqiú de shíxiàn * **Explanation:** This version focuses on the *implementation within* the MCP server. It's suitable if you're discussing the specific code or architecture. **Option 3 (More Verbose, for Clarity):** * **Simplified Chinese:** MCP 服务器中，用于响应和处理 `run_python` 请求的具体实现方案 * **Pinyin:** MCP fúwùqì zhōng, yòng yú xiǎngyìng hé chǔlǐ `run_python` qǐngqiú de jùtǐ shíxiàn fāng'àn * **Explanation:** This is a more detailed translation, explicitly mentioning "responding to" the requests and using "implementation scheme/solution" for a more complete understanding. It's good if you need to be very clear. **Key Considerations and Nuances:** * **`run_python`:** It's generally best to keep the code-related terms like `run_python` in English, especially in technical documentation. This avoids potential ambiguity and ensures consistency with the codebase. If you *absolutely* need to translate it, you could use something like `运行Python代码` (yùnxíng Python dàimǎ), but it's generally not recommended. * **MCP:** If "MCP" is a well-known acronym within your specific context, leave it as is. If not, you might consider providing the full name the first time it's used, followed by the acronym in parentheses. For example: "主控制程序 (MCP) 服务器中..." (Zhǔ kòngzhì chéngxù (MCP) fúwùqì zhōng...). However, without knowing what MCP stands for, I can't provide the best translation for the full name. * **Context is Crucial:** The best translation depends heavily on the context in which you're using the phrase. Who is the audience? What are you trying to convey? Are you writing documentation, giving a presentation, or having a casual conversation? **Recommendation:** I would recommend **Option 1 (用于处理 `run_python` 请求的 MCP 服务器实现)** as a good starting point for most situations. It's concise, clear, and generally well-understood. However, consider the context and the other options to choose the most appropriate translation.

Security-Use MCP Server

Enables AI assistants to scan project dependencies and Infrastructure as Code files for security vulnerabilities and misconfigurations. It also provides automated fixing capabilities to remediate identified security issues.

YouTube Knowledge Base MCP

Builds a searchable knowledge base from YouTube video transcripts with hybrid semantic and keyword search. Allows LLM assistants to search, organize, and retrieve timestamped information from videos you've watched.

MCP Lambda Server

一个 Node.js 包，为 AWS Lambda 函数提供模型上下文协议 (Model Context Protocol) 服务器基础设施，并通过服务器发送事件 (Server-Sent Events) 提供流式响应功能。

MCP Avantage

A Model Context Protocol server that enables LLMs to access comprehensive financial data from Alpha Vantage API, including stock prices, fundamentals, forex, crypto, and economic indicators.

Manim MCP Server

Enables Claude to create mathematical animation videos using Manim, allowing visualization of complex mathematical concepts like equations, graphs, geometric transformations, and calculus through programmatically generated animations.

Speikzeug

用于自动化数据处理和系统匿名化的，集成了 MCP 服务器的现代化工具集。