发现优秀的 MCP 服务器

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

Sentiment + Sarcasm Analyzer

A lightweight Gradio application that analyzes text for sentiment (positive/negative) and sarcasm detection using Hugging Face Transformers, designed to run on CPU and compatible with the MCP server architecture.

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.

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.

TeamCity MCP Server

Enables AI coding assistants to interact with JetBrains TeamCity CI/CD server through natural language commands. Supports triggering builds, monitoring status, analyzing test failures, and managing build configurations directly from development environments.

Acknowledgments

镜子 (jìng zi)

SRT Translation MCP Server

Enables processing and translating SRT subtitle files with intelligent conversation detection and context preservation. Supports parsing, validation, chunking of large files, and translation while maintaining precise timing and HTML formatting.

Sequential Thinking Tool API

A Node.js/TypeScript backend for managing sequential thinking sessions, allowing users to create sessions and post thoughts in a structured sequence with support for real-time updates via Server-Sent Events.

MCP Servers Search

Enables discovery and querying of available MCP servers from the official repository. Supports searching by name, description, features, categories, and provides random server suggestions for exploration.

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.

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.

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.

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.

Audius MCP Server

启用与 Audius 音乐平台 API 的交互，通过模型上下文协议支持用户、曲目和播放列表操作。

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 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.

AWS Model Context Protocol Server

一个轻量级服务，使 AI 助手能够通过模型上下文协议 (MCP) 执行 AWS CLI 命令，从而允许 AI 工具检索 AWS 文档并与 AWS 服务交互。

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。

MCP Password Generator

Generates secure random passwords and memorable passphrases with customizable options including length, character types, emojis, and automatic strength evaluation using zxcvbn scoring.

MCP Server Demo

A minimal Model Context Protocol server demo that exposes tools through HTTP API, including greeting, weather lookup, and HTTP request capabilities. Demonstrates MCP server implementation with stdio communication and HTTP gateway functionality.

Voice MCP

Enables voice interaction with Claude Code through local speech-to-text (Whisper) and text-to-speech (Supertonic), allowing verbal input/output without external API calls.

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.

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