Discover Awesome MCP Servers

GCP MCP

在 Claude Desktop 中，可以通过自然语言命令管理 Google Cloud Platform 资源，无需手动设置凭据，即可全面支持计算、存储、数据库、网络、监控和 IAM 等操作。

Country MCP Server

一个教程性质的 MCP 服务器实现，它提供国家信息，并演示了模型上下文协议（Model Context Protocol），用于构建具有外部服务集成能力的 AI 驱动应用程序。

mcp-scholar

"mcp\_scholar" 是一个基于 Python 的工具，用于搜索和分析 Google Scholar 论文，支持诸如基于关键词的搜索以及与 MCP 客户端和 Cherry Studio 集成的功能。它提供诸如从 Scholar 个人资料中获取引用次数最高的论文以及总结研究热点等功能。

Brave Search

Web and local search using Brave's Search API

MCP Memory

A server that gives MCP clients (Cursor, Claude, Windsurf, etc.) the ability to remember user information across conversations using vector search technology.

Dexcom + Carb Search

Enables diabetes management by retrieving real-time glucose readings from Dexcom continuous glucose monitors and searching for carbohydrate content of foods to help make informed dietary decisions.

WordPress MCP Server

镜子 (jìng zi)

Spotify MCP Server

Enables interaction with Spotify's music catalog through natural language conversations. Search for tracks and artists, get recommendations, explore playlists, and browse artist discographies using the Spotify Web API.

MCP Airtable Server

Provides tools for AI assistants to interact with Airtable databases, enabling CRUD operations on Airtable bases and tables.

JavaSinkTracer MCP

Enables AI-powered Java source code vulnerability auditing through function-level taint analysis. Performs reverse tracking from dangerous functions to external entry points to automatically discover potential security vulnerability chains.

mcp-server-template-ic

MCP 服务器，连接到 IC 钱包

Fathom MCP Server

Enables access to Fathom.video meeting data including AI-generated transcripts, summaries, and action items. Supports searching meetings, exporting to markdown, and managing webhooks through natural language in Cursor IDE.

allabout-mcp

MCP 服务器及其他 (MCP fúwùqì jí qítā)

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or visually-tuned models.

Senzing MCP Server

Enables entity resolution capabilities through the Senzing SDK, allowing AI assistants to search entities, manage records, analyze relationships between entities, and perform bulk data imports with multithreading.

Web3 MCP Server

一个模型-上下文-协议服务器，使用户能够通过简单的 RPC 端点在 Solana 和 Ethereum 区块链上执行基本操作。

Lens Protocol MCP Server

Enables AI tools to interact with the Lens Protocol decentralized social network ecosystem. Supports fetching profiles, posts, followers, searching content, and accessing social graph data through standardized MCP interfaces.

Torrent Search MCP Server

A Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.

Shadcn UI MCP Server

A Model Control Protocol server that allows users to discover, install, and manage Shadcn UI components and blocks through natural language interactions in compatible AI tools.

CPR Training MCP Server

Provides structured CPR training resources including lessons, demonstration videos, and reflective questions through an MCP interface. Enables AI assistants to deliver trusted cardiopulmonary resuscitation training content on demand.

Azure Impact Reporting MCP Server

Enables large language models to automatically report customer-facing issues with Azure resources by parsing natural language requests and submitting impact reports through the Azure Management API.

Hiworks Mail MCP

A Model Context Protocol server that allows integration with Hiworks mail system to search, read, and send emails with support for text, HTML, and attachments.

Keka MCP Server

Integrates with Keka HR platform to manage employee profiles, attendance, leave applications, payslips, and holidays through OAuth2-authenticated API tools.

MCP Chart Server

A Model Context Protocol server that generates TradingView chart visualizations with real-time updates, enabling AI assistants to create and display financial charts through an integration with Chart-IMG API.

weibo-mcp-server

一个获取前N微博热搜的 MCP 服务，支持 stdio 和 SSE 模式调用。 (Simplified Chinese)

Imagician

Enables comprehensive image editing operations including resizing, format conversion, cropping, compression, rotation, flipping, and batch processing. Supports JPEG, PNG, WebP, and AVIF formats with quality control and metadata extraction.

Aiven MCP Server

Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch services, enabling LLMs to build full stack solutions by interacting with the Aiven ecosystem.

Deepseek R1

一个 Node.js/TypeScript 实现的 Model Context Protocol (模型上下文协议) 服务器，专为 Deepseek R1 语言模型设计，针对大上下文窗口的推理任务进行了优化，并与 Claude Desktop 完全集成。

ArXiv Paper MCP

Enables searching, retrieving, and parsing academic papers from arXiv, including keyword search, PDF downloads, content extraction from HTML/PDF formats, and accessing the latest AI research papers.