发现优秀的 MCP 服务器

random-web3-mcp

RandomWeb3MCP 是一个基于 EVM 区块哈希的随机元素生成服务。该服务提供各种随机元素生成工具，可用于游戏、金融、测试和其他领域。

PlayFab MCP Server

镜子 (jìng zi)

BigContext MCP

Enables working with large documents of any size by intelligently segmenting them and using TF-IDF search to retrieve only relevant fragments, preventing context window saturation. Provides 31 domain-agnostic tools for document ingestion, semantic analysis, epistemological validation, and extraction verification across formats like PDF, EPUB, and HTML.

MCP Google Suite

一个模型上下文协议服务器，提供与 Google Workspace 的无缝集成，允许通过安全的 OAuth2 认证对 Google Drive、Docs 和 Sheets 进行操作。

Firecrawl MCP Server

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SQL Query Optimizer

Analyzes SQL queries for performance issues, provides optimization suggestions with automated rewriting, and recommends indexes across multiple database dialects (PostgreSQL, MySQL, Oracle, SQL Server).

Memory MCP

一个模型上下文协议服务器，允许用户使用 SQLite 存储来存储、检索、更新和删除记忆。 (Or, a slightly more formal and technical translation:) 一个模型上下文协议服务器，该服务器允许用户使用 SQLite 存储机制进行记忆的存储、检索、更新和删除操作。

Prometheus MCP Server

A tool that enables access to Prometheus metrics data through a Model Context Protocol server, allowing interaction with monitoring data using natural language.

Advanced MCP Server

Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution and development workflows.

Obsidian MCP Server

Connects to Obsidian vaults via the Local REST API plugin, enabling AI-assisted Zettelkasten workflows including creating atomic notes, searching content, managing links and tags, and performing precise content editing operations.

Steam Review MCP

使大型语言模型能够检索和分析Steam游戏评论，提供对评论统计数据、游戏信息的访问，并帮助总结游戏的优点和缺点。

YouTube Transcript Server

一个模型上下文协议服务器，支持从 YouTube 视频中检索带有特定语言支持的文本稿。

Roam Research

提供对 Roam Research API 功能的全面访问。该服务器使像 Claude 这样的人工智能助手能够通过标准化的界面与您的 Roam Research 图谱进行交互。

Image Generation MCP Server

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Bitcoin SV MCP Server

A collection of Bitcoin SV tools for the Model Context Protocol that enables AI assistants to interact with the BSV blockchain through wallet operations, ordinals (NFTs), and various blockchain utilities.

Financial Datasets MCP Server

Provides access to comprehensive financial data including income statements, balance sheets, cash flow statements, stock prices, company news, SEC filings, and cryptocurrency information with built-in financial ratio analysis.

Netmind Code Interpreter

Enables secure cloud-based execution of code across 14+ programming languages within a sandboxed environment. It supports file management, standard input/output handling, and automatic generation of visual artifacts like plots and charts.

Ultimate Google Docs & Drive MCP Server

Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive document reading, writing, formatting, structuring, and complete Drive file management including shared drives support through OAuth 2.0 authentication.

Telegram MCP Server

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

Search-Apple-Docs

Access Apple's official developer documentation, frameworks, APIs, and WWDC videos through the Model Context Protocol (MCP), support AI driven natural language queries, and provide Swift/Objective-C code examples and technical guidelines.

@him0/freee-mcp

An MCP server and Claude plugin that enables interaction with freee APIs for accounting, human resources, invoicing, and more. It provides secure OAuth 2.0 authentication and integrates detailed API reference skills to support tasks like creating invoices and managing company data through natural language.

AgentQL MCP Server

一个服务器，提供 AgentQL 的数据提取能力，使 AI 代理能够从非结构化的网络数据中获取结构化数据。

eMCP

一个使用自定义中间件构建简单 MCP 服务器的框架。 (Or, depending on the specific context and target audience, you might also consider these alternatives:) * **更简洁的说法:** 用于构建带自定义中间件的简易 MCP 服务器的框架 * **更技术性的说法:** 一种用于构建具有自定义中间件的简单 MCP 服务器的架构

MySQL MCP Server

Provides secure access to MySQL databases for AI assistants, enabling safe SQL queries, table information retrieval, and data insertion with built-in security protections.

Claude Figma MCP

一个模型上下文协议（MCP）服务器，使 Claude 能够通过 Figma 插件或直接通过 Figma API 在 Figma 中创建和操作设计。

Curupira

Enables AI assistants to debug frontend applications by providing direct access to browser DevTools, React state, DOM inspection, and runtime debugging capabilities. Bridges the gap between AI and complex web applications for autonomous debugging and issue resolution.

Modular Outlook MCP Server

Connects Claude with Microsoft Outlook through the Microsoft Graph API, enabling email management and calendar functionality with OAuth 2.0 authentication.

CSV MCP Server

Enables comprehensive CSV file management including creating, editing, analyzing, and transforming CSV data anywhere in the filesystem. Provides statistical analysis, data validation, filtering, and grouping capabilities through MCP protocol over stdio transport.