Discover Awesome MCP Servers

Basic MCP Server

A basic TypeScript implementation of the Model Context Protocol (MCP) server designed as a starting point for MCP development. Provides a minimal foundation for building custom MCP servers with stdio configuration for local integration with VS Code and GitHub Copilot.

MCP Server for Apache Gravitino

A FastMCP integration server that provides access to Apache Gravitino metadata management APIs, allowing users to manage catalog/schema/table metadata, tags, and user-role information through a structured interface.

MCP Multi-Context Hook Generator

Automatically generates typed React hooks for Next.js projects by crawling API routes, GraphQL queries, and components. Analyzes pages to suggest optimal render modes (SSR/CSR/ISR) and produces comprehensive documentation with AI-powered guidance.

SQLite Database Demo

Some examples to build server, client test in model context protocol. Một số ví dụ sử dụng MCP

MCP Web Search Server

Enables privacy-focused web searches, social media lookups, and web archive retrieval across multiple engines including DuckDuckGo, Brave, Reddit, YouTube, and Wayback Machine with built-in caching and security features.

exif-mcp

An offline MCP server that allows LLMs or humans to extract and analyze metadata from images using the exifr library, supporting various image formats and metadata segments without external tools.

WeRead MCP Server

A lightweight bridge server that connects WeChat Reading (WeRead) data with Claude Desktop, allowing seamless access to reading notes and book collections through natural language interactions.

Giphy MCP Server

This MCP server enables interaction with the Giphy API through natural language, allowing users to search, retrieve, and manage GIFs through the Multi-Agent Conversation Protocol.

OpenAPI to MCP Server Converter

一个自动将 OpenAPI 规范转换为模型上下文协议 (MCP) 服务器的工具

Kayzen Analytics MCP Server

一个实现方案，使人工智能模型能够通过标准化接口访问和分析 Kayzen 广告活动数据，该接口具有诸如自动身份验证和报告管理等功能。

mcp-inscription

使AI助手能够直接与比特币Ordinals铭文交互。与Goose和Claude Desktop无缝集成，以从交易中检索和显示铭文内容。

Frontend Test Generation & Code Review MCP Server

Enables AI-powered frontend code review and unit test generation for Phabricator diffs, supporting React/TypeScript analysis, multi-dimensional code review (performance, security, accessibility, i18n), and intelligent test case generation with Vitest/Jest support.

ardour-mcp

连接 Ardour 9 DAW 的 MCP 服务器

PDF.co MCP Server

Provides PDF.co API functionality through the Model Context Protocol, enabling AI assistants to perform various PDF processing tasks like conversion, editing, searching, and security operations.

Python Apple MCP

一个 Python 服务器，通过 AppleScript 实现与 macOS 原生应用程序（通讯录、备忘录、邮件、信息、提醒事项、日历和地图）的交互，并具有异步操作和类型安全接口的特性。

Mercado Pago MCP Server

Mercado Pago's Official MCP Server offers tools so that developers can easily interact with our API using natural language, which simplifies tasks and product integration. Remotely hosted by Mercadolibre supporting Streamable HTTP Transport. Details on how to connect: https://mcp.mercadopago.com/

QuickBooks Online MCP Server

Enables interaction with QuickBooks Online through OAuth authentication. Supports CRUD operations for financial entities like customers, invoices, bills, estimates, and accounting records through natural language.

Oxylabs MCP

一个抓取工具，利用 Oxylabs Web Scraper API 来获取和处理网页内容，并提供灵活的选项来解析和渲染页面，从而能够高效地从复杂的网站中提取内容。

RAG Documentation

一个 MCP 服务器实现，它提供工具，通过向量搜索来检索和处理文档，从而使 AI 助手能够利用相关的文档上下文来增强其回复。

MCP-ShellJS

一个安全的 MCP 服务器，为 LLM 提供受控的 ShellJS 访问，使 AI 系统能够在可配置的安全沙箱内安全地执行 shell 命令并与文件系统交互。

MCP Docs RAG Server

一个 TypeScript MCP 服务器，它允许使用 LLM（大型语言模型）查询文档，并通过 RAG（检索增强生成）系统，利用本地存储的仓库和文本文件中的上下文信息。

Google Ads MCP Server

Enables comprehensive Google Ads campaign management and analytics through the Google Ads API. Supports querying campaigns, ad groups, keywords, performance metrics, and executing custom GAQL queries with token-efficient implementation.

AI Diagram & Prototype Generator

Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for cluster management, SQL execution, and job operations via the Databricks SDK.

Linear MCP Server

通过标准化的模型上下文协议界面，提供对 Linear 问题跟踪系统的访问，允许用户通过自然语言创建、更新、搜索和管理问题、项目和评论。

Nexar MCP Server

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

Headless IDA MCP Server

一个服务器，通过 IDA Pro 的无头模式提供远程二进制分析功能，允许用户通过多客户端协议管理和操作函数、变量以及其他二进制元素。