Discover Awesome MCP Servers

SFTP MCP Server by CData

SFTP MCP Server by CData

MiniMax MCP Server

使像 Claude Desktop 和 Cursor 这样的 MCP 客户端能够与 MiniMax API 交互，以生成语音、克隆声音、创建视频和生成图像。

OpenAI GPT Image MCP

An MCP tool server that enables generating and editing images through OpenAI's image models, supporting text-to-image generation and advanced image editing (inpainting, outpainting) across various MCP-compatible clients.

4o-mini-search-mcp

一个 MCP 服务器，它使用 OpenAI 的 4o-mini Search 模型，使 AI 模型能够搜索网络，从而能够以每次搜索仅几美分的价格访问最新的信息。

KeywordsPeopleUse MCP Server

A Model Context Protocol server implementation that integrates with KeywordsPeopleUse for accessing keyword research features including People Also Ask questions, Google Autocomplete suggestions, Reddit/Quora questions, and semantic keywords.

Apollo MCP Server

Apollo MCP Server

LunchMoney MCP Server

An MCP server implementation that provides programmatic access to personal finance data through LunchMoney's API, enabling AI assistants to manage transactions, budgets, categories, and assets.

Apple Tools MCP

Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on macOS using natural language queries. All processing happens locally with privacy-first vector indexing for fast similarity search.

MySQL MCP Server

一个与 MySQL 数据库集成的 MCP 服务器，通过 LLM 驱动的接口实现安全的读写操作，并支持事务处理和性能监控。

Bookmark Geni MCP Server

Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Opera, and other browsers using natural language queries. Extracts and indexes bookmark content and metadata into a vector database for intelligent retrieval.

WebEvalAgent MCP Server

释放 LLM 驱动的智能代理，使其能够直接在您的代码编辑器中自主执行和调试 Web 应用程序，并具有诸如 Web 应用程序导航、网络流量捕获和控制台错误收集等功能。

MCP Host CLI

本地 HTTP 服务器，代理对 LLM 的请求，并在需要时使用 mcp-servers。

Shopify Dev MCP

与 Shopify Dev 交互的模型上下文协议 (MCP) 服务器。此协议支持各种工具与不同的 Shopify API 交互。

MCP-Creator-MCP

A meta-MCP server that helps users create new MCP servers through AI guidance, templates, and streamlined workflows, transforming ideas into production-ready implementations with minimal effort.

Context7 MCP

Fetches up-to-date, version-specific documentation and code examples from the source and adds them to your LLM prompts, helping eliminate outdated code generations and hallucinated APIs.

powergentic/azd-mcp-csharp

一个 AZD 模板，用于将使用 SSE 传输的 C# 编写的模型上下文协议 (MCP) 服务器部署到 Azure 容器应用。

React Native Upgrader MCP

Streamlines React Native CLI project upgrades by providing automated tools to generate detailed diffs and migration guidance between any React Native versions. Uses rn-diff-purge to help developers seamlessly upgrade or downgrade their projects with step-by-step instructions.

Simple PostgreSQL MCP Server

一个用于构建自定义 MCP 服务器的模板项目，该服务器能够直接访问 PostgreSQL 数据库，并允许通过模型上下文协议 (Model Context Protocol) 执行 SQL 查询和检索模式信息。

Databricks MCP Server Template

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for workspace management, and SQL query execution via a deployable MCP server on Databricks Apps.

Memory Cache Server

一个模型上下文协议服务器，通过在语言模型交互之间高效缓存数据来减少 token 消耗，自动存储和检索信息，从而最大限度地减少冗余 token 的使用。

Supabase MCP Lite

Enables minimal interaction with Supabase databases through 4 essential tools for data querying, mutations, file storage, and user authentication. Designed for 70% less context usage than standard implementations with auto-truncated results and simplified parameters.

BoardGameGeek MCP Server

An MCP server that integrates with the BoardGameGeek XML API, allowing Claude to search for board games, retrieve game details, and access user collections.

PostgreSQL MCP Server

Enables secure, AI-driven PostgreSQL database administration, observability, and querying with support for extensions like PostGIS and pgvector, connection pooling, and advanced tool filtering.

IGN API Carto MCP Server

Access French geographic data from IGN (Institut national de l'information géographique et forestière) including cadastral parcels, agricultural land registry, protected natural areas, urban planning zones, and wine appellations through natural language queries.

all the tools

test server to see how clients handle a lot of tools

Robotics MCP Server

Provides unified control for both physical robots (ROS-based like Moorebot Scout, Unitree) and virtual robots in Unity3D/VRChat, enabling multi-robot coordination, environment generation, and automated 3D model creation.

mcp-server-webcrawl

Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot, Katana, and SiteOne crawlers.

🚀 ⚡️ k6-mcp-server

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