发现优秀的 MCP 服务器

Almide MCP Server

Enables AI agents to compile, execute, and check Almide code for syntax or compilation errors. It provides tools for generating ASTs and accessing language grammar resources.

AI Use Cases MCP Server

A Model Context Protocol server that collects, analyzes, and manages AI use case data from various information sources with features for web scraping, data analysis, and trend identification.

Ultimate All-in-One MCP Server

A comprehensive collection of 103 tools providing capabilities for text processing, data analysis, web development, and business management in a single server. It is designed for rapid deployment to Vercel and integrates seamlessly with MCP clients like Claude and Cursor to automate diverse workflows.

BetterMCPFileServer

镜子 (jìng zi)

Expense Tracker MCP Server

Enables natural language expense management with SQLite storage, allowing users to add expenses, view totals, and list all expenses through conversational commands.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

MCP-RLM

An implementation of the Recursive Language Models architecture that enables AI agents to process massive documents by programmatically decomposing them into sub-queries. It allows for cost-effective and accurate reasoning across millions of tokens by treating long-form data as an external environment for root and worker models.

MCP NodeJS Debugger

Allows Claude to directly debug a NodeJS server by setting breakpoints, inspecting variables and stepping through code.

Superset MCP Server - TypeScript

Enables AI assistants to interact with Apache Superset instances programmatically, providing 45+ tools for dashboard management, chart creation, database operations, SQL execution, and complete Superset API coverage. Supports multiple transport modes including stdio, SSE, and HTTP streaming for flexible deployment options.

MCP Secrets

A secure secrets management server that enables LLMs to execute CLI commands using injected credentials while protecting sensitive data through output redaction and user-approved session permissions. It features an encrypted vault, secret capture from command outputs, and a macOS menu bar app for native notifications and dialogs.

Polygon-io MCP Server

Polygon-io MCP Server

macOS Defaults MCP Server

Enables reading and writing macOS system defaults and settings through commands equivalent to the defaults command-line tool. Supports listing domains, searching for settings, and modifying system preferences programmatically.

RemoteZip MCP Server

Enables accessing and extracting files from remote zip archives over HTTP, HTTPS, and FTP without downloading the entire archive. Supports listing files, extracting individual files, and getting file information using partial reading techniques.

crypto-stocks-mcp

An MCP server that tracks real-time data for major crypto-related stocks to help AI agents analyze blockchain investment opportunities.

Directus MCP Server

Enables comprehensive interaction with Directus CMS including collection management, file operations, flow automation, user management, and schema analysis through natural language commands.

Cerebra Legal MCP Server

一个企业级 MCP 服务器，提供专门用于法律推理和分析的工具，自动检测法律领域，并提供特定领域的指导、模板和引文格式。

Shopify MCP Server

通过 GraphQL API 实现与 Shopify 商店的交互，提供管理产品、客户、订单等工具。

MCP SSE Server

一个使用服务器发送事件 (SSE) 进行实时通信的模型上下文协议 (MCP) 服务器的实现，提供用于计算和动态资源模板的工具。 **Explanation of the terms:** * **Model Context Protocol (MCP):** 模型上下文协议 (MCP) - This is left as is, as it's a specific protocol and likely best understood in English or with the acronym. * **Server-Sent Events (SSE):** 服务器发送事件 (SSE) * **Real-time communication:** 实时通信 * **Calculations:** 计算 * **Dynamic resource templates:** 动态资源模板

AI Agent Marketplace Index Search

支持通过关键词或类别搜索 AI 智能体，让用户能够在各个市场中发现诸如编码智能体、GUI 智能体或特定行业助手等工具。

GSC-MCP-Server

Connects Google Search Console to MCP clients to query search analytics, manage sitemaps, and perform URL inspections. It enables users to identify SEO opportunities and generate performance reports through natural language interactions.

MCP Server for MySQL

一个模型上下文协议服务器，提供对 MySQL 数据库的只读访问，使大型语言模型 (LLM) 能够检查数据库模式并执行只读查询。

MCP Screenshot Server

通过一个简单的 MCP 工具界面，使用 Puppeteer 捕获网页和本地 HTML 文件的屏幕截图，并提供可配置的尺寸和输出路径选项。

simple-mcp-runner

Simple MCP Runner makes it effortless to safely expose system commands to language models via a lightweight MCP server—all configurable with a clean, minimal YAML file and zero boilerplate.

mcp-nativewind

将 Tailwind 组件转换为 NativeWind 4。

IPA MCP Server

Enables management of FreeIPA resources including user groups, host groups, HBAC, and sudo rules via the FreeIPA JSON-RPC API. It provides comprehensive tools for automating access control and infrastructure provisioning in FreeIPA-managed environments.

DadMCP

用于提供更优质家庭教育的远程MCP服务器

tsrs-mcp-server

图灵交易 Rust MCP 服务器 (Túlíng jiāoyì Rust MCP fúwùqì) Or, more literally: Tushare Rust MCP 服务器 (Tushare Rust MCP fúwùqì) Which one is more appropriate depends on the context. If "tushare" is a general term and "rust mcp server" is a specific type of server used for trading, then the first translation is better. If "tushare" is a specific product or company name, then the second translation is better.

Paper Search MCP Server

Enables searching, downloading, and reading academic papers from multiple platforms including arXiv, Semantic Scholar, PubMed, bioRxiv, medRxiv, IACR, Google Scholar, RePEc/IDEAS, and Sci-Hub with PDF to Markdown conversion.

SensorMCP Server

An MCP server that enables automated dataset creation and custom object detection model training through natural language interactions. It integrates foundation models like GroundedSAM for auto-labeling and supports training specialized YOLOv8 models using local or Unsplash images.