发现优秀的 MCP 服务器

Audiobookshelf MCP Server

A Model Context Protocol server that gives AI assistants access to your self-hosted Audiobookshelf library, enabling queries about current listening, searching, and browsing.

cortex-mcp

An MCP server for the Cortex observable analysis and active response engine. It enables LLMs to automate security investigations by running analyzers on observables like IPs and URLs and executing automated response actions.

ai-google-analytics-mcp

Provisions Google Analytics 4 for local AI/web projects by creating properties and web data streams, injecting gtag snippets, and saving configuration.

spark-sense-ai

MCP server that diagnoses Apache Spark job failures and optimizes performance using stack-trace analysis and LLM providers, supporting EMR and local sources.

Shopify MCP Server

Enables querying Shopify store data (products, customers, orders) via GraphQL API using read-only tools. Works with Claude Desktop via npx command.

PassportMCP

构建 MCP 服务器，为任何网站提供自动浏览器身份验证同步

slang-workflows

Run provable, .slang-driven multi-agent workflows inside Claude Code. A deterministic executor enforces typed output contracts, tool scoping, and convergence, providing guarantees and auditability.

Chiplab

MCP server for simulating firmware on virtual microcontroller instances, allowing AI agents to upload, run, and read UART output from supported boards such as STM32 and Nordic.

Quantum ADS MCP

A sovereign Google marketing-agency control plane over the Model Context Protocol, enabling an AI agent to safely operate 20 Google marketing products with read and guarded write capabilities.

commands-mcp

An MCP server that lets you define and run custom shell commands via YAML templates, with built-in tools for flashing and serial communication in embedded development.

norway-invoice-mcp

Enables AI agents to send Norway B2B e-invoices over the Peppol network in EHF format via Storecove, including recipient discovery, invoice creation, and delivery evidence.

Stock Trade MCP Server

An MCP server that provides tools to access Tiingo API data including stock prices, news, forex, fundamentals, and corporate actions.

Task MCP

Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context Protocol. It supports full task lifecycle management including creating, updating, and filtering tasks with automatic timezone handling.

colacloud-mcp

Provides access to over 2.5 million US alcohol label records from the TTB via the COLA Cloud API. It enables users to search for labels by brand, barcode, or permit holder and retrieve detailed product information including label images and ABV.

mcp-server-brasil

Provides tools to query Brazilian CNPJ (company registration), CEP (postal codes), and currency exchange rates (USD and EUR) through an MCP server.

SamiGPT

An AI-powered security operations platform that integrates with SIEM, EDR, and case management systems via MCP to automate incident response and investigation workflows. It provides specialized tools for alert triage, threat intelligence enrichment, and endpoint remediation across vendor-neutral APIs.

GVNR

Budget Governor gives autonomous AI agents a hard spend limit. One budget_clear call before each LLM request checks the agent's envelope and deducts the estimated cost. Stops runaway billing before it starts. No self-hosting required.

MCP Weather Server

这是一个我们用的 MCP 服务器，我创建它是为了测试目的。

sigil-mcp

A local signing MCP server that lets Claude Code use private keys without ever exposing key material to the model's context window.

pymcuprog-mcp

Enables AI tools to program Microchip AVR microcontrollers via natural language by wrapping pymcuprog, supporting USB HID debuggers and serial UART UPDI adapters.

Code-Fundi MCP Server

A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.

@tonresistor/zkresistor-cli

Self-hosted CLI and MCP interface for ZKResistor privacy pools on TON, enabling local Groth16 proof generation and pool operations.

AI Agent Timeline MCP Server

Provides a Twitter-like timeline interface where AI agents can post thoughts and progress updates in real-time while working on tasks. It enables users to monitor agent activities through a web GUI and persistent database storage for debugging and session tracking.

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。

Fotocasa1 MCP Server

An MCP server for accessing the Fotocasa1 API to search real estate listings and retrieve detailed property information in Spain. It supports location suggestions, property filtering by type and price, and fetching specific property details.

MCP from API

Enables users to expose arbitrary HTTP APIs as configurable MCP tools by defining tool specifications in a JSON configuration file.

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。

LedgerProof LAIN

Cryptographically anchored, tamper-evident evidence receipts for AI agents — verified run receipts, existence-at-time proofs, and cited answers from an anchored public record. Remote MCP with proof-gated settlement; attests existence and integrity, never truth.

AnalyticDB PostgreSQL MCP Server

Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL databases, enabling metadata retrieval and SQL execution, with additional capabilities for knowledge graph and LLM memory management.