发现优秀的 MCP 服务器

Linkup Company Research MCP

Provides 17 research tools for comprehensive company intelligence, covering aspects like overview, products, financials, and competitors. Supports both natural language answers and structured JSON output for automation.

Modular RAG MCP Server

A pluggable and observable Retrieval-Augmented Generation framework that exposes hybrid search and document management tools via the Model Context Protocol. It features a complete ingestion pipeline with multi-modal support, automated evaluation using Ragas, and a Streamlit dashboard for real-time tracking.

Frappe MCP Server

Allows AI assistants to interact with Frappe applications through the official REST API, enabling document CRUD operations, schema handling, and detailed API instructions.

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.

ppt-mcp

An MCP server that provides real-time control of Microsoft PowerPoint via COM automation, enabling AI agents to create and edit presentations with 155 tools across 26 categories.

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。

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。

MCP Test Case Generator

Generates structured, comprehensive test cases from user stories, API specs, or raw text, with automatic Excel export and Playwright automation code generation.

UTCP Documentation MCP Server

Assists AI coding agents in understanding and implementing UTCP by providing documentation search, manual validation, code generation, OpenAPI conversion, and an LLM-powered expert agent.

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.

Notion MCP Server

用于 Notion API 的 MCP 服务器，使 Claude 能够与 Notion 工作区交互。

re-dotnet

MCP server for .NET assembly analysis. Vendor-neutral wrapper around AsmResolver and ILSpy for parsing and decompiling .NET assemblies.

MCP Server Kickstarter

A CLI tool to scaffold and manage new MCP-compatible server projects with uv, including virtual environment setup, dependency management, and VS Code integration.

Things MCP

Read-only MCP server for Things 3 to retrieve completed tasks by date, weekly summaries, and project reports for analysis and reflection.

ai-bridge

Enables terminal AI coding assistants to interact with web AI chat services through browser automation, supporting multiple platforms like Doubao and ChatGPT.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication, allowing users to create custom tools and connect to MCP clients like Cloudflare AI Playground and Claude Desktop.

A2A MCP Server

An MCP server that enables Claude Desktop to communicate with A2A protocol agents, allowing Claude to access extended capabilities through agent interactions.

proxyllm-mcp

MCP server for ProxyLLM, the OpenAI-compatible LLM gateway, enabling live model catalogs, plan-savings calculations, routing key management, and autonomous account signup.

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。

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.

Excel MCP Server

Reads Excel files and returns each sheet's content as CSV text. Enables AI models to extract data from Excel spreadsheets via natural language.

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.

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).

Yandex Cloud MCP Server

MCP server for managing Yandex Cloud infrastructure including Compute VMs, Object Storage, Serverless Functions, and Operations.

Second Brain MCP

A semantic search MCP server for codebases that uses OpenAI embeddings to understand natural language queries and find relevant code.

LinkedIn MCP Server

Enables AI-powered LinkedIn post creation, content generation, and screenshot capture through a unified Model Context Protocol interface.

bamboohr-mcp

Enables natural language interaction with BambooHR to manage employee records, time off, hiring, and benefits. It provides 74 tools and pre-built workflows to automate HR operations like onboarding, reporting, and performance tracking.