Discover Awesome MCP Servers

Greeting & Image Generation MCP Server

Provides multilingual greetings in English, Korean, and Japanese, and generates AI images using the FLUX.1-schnell model from Hugging Face.

Figma MCP Tool

Enables interaction with Figma designs through the Figma API, allowing users to export images in multiple formats, extract style data and CSS, analyze design elements, and retrieve SVG code from Figma files. Supports batch operations and comprehensive design element analysis including images, vectors, and components.

NCP - Natural Context Provider

Unified MCP orchestration layer that consolidates multiple MCPs into a single interface with semantic tool discovery, code-mode execution, scheduling, and intelligent caching to reduce token usage by 97% and eliminate choice paralysis.

Context Apps

This MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AI

UniProt MCP Server

一个 MCP 服务器，使语言模型能够从 UniProt 数据库获取蛋白质信息，包括蛋白质详情、序列、功能和结构。

Frida MCP Server

A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit to AI agents for process management, script injection, and memory operations. It provides over 50 tools to interact with local and mobile devices, enabling advanced capabilities like function hooking and memory analysis.

Music and Madness Sync Bridge

Enables synchronization and management of FoundryVTT journal entries within a Notion Story Bible, including media export and conflict resolution tools. It provides a Model Context Protocol interface for LLMs to preview, apply, and monitor data mirroring between tabletop RPG platforms and digital databases.

Self-Hosted EdgeOne Pages MCP Server

Enables AI assistants to deploy and manage static websites directly on EdgeOne Pages. Simple self-hosted solution with one-click deployment and KV storage for website files.

FastMail MCP Server

Enables AI-powered email management through FastMail's JMAP API with features like smart email analysis, automated organization, inbox zero automation, and intelligent reply generation. Supports advanced email operations, contact management, calendar integration, and hierarchical email organization systems.

MCP CLI Wrapper

Wraps any CLI tool and exposes its subcommands as MCP tools with typed parameters, supporting both config-driven mode for structured commands and fallback mode for raw CLI execution.

CompText MCP Server

Provides an interface to the CompText DSL Codex stored in Notion, enabling users to search, retrieve, and manage programming and documentation modules. It supports native MCP for Claude Desktop and includes a FastAPI wrapper for universal REST access.

Gemini MCP Server

一个 MCP 服务器实现，允许通过 Claude 或其他 MCP 客户端，使用谷歌的 Gemini AI 模型（特别是 Gemini 1.5 Pro），通过模型上下文协议 (Model Context Protocol)。

Gitea MCP Proxy Agent

A comprehensive MCP server suite that enables AI interaction with Gitea for repository management, secure command execution, and Docker monitoring. It provides additional tools for long-term memory, filesystem access, and web searching to support full development cycles.

Clickzetta MCP Server

一个模型上下文协议服务器，它支持与 Clickzetta 数据库进行交互，允许用户运行 SQL 查询、管理表，并维护一个动态更新的数据洞察备忘录。

Texas Holdem MCP Server

一个模型上下文协议（MCP）服务器，允许人工智能代理通过 MCP 客户端接口玩德州扑克游戏。

Multi-Source Documentation MCP Server

Enables AI assistants to search and query documentation from multiple sources including Voiceflow and Claude Code, with full-text search, code examples retrieval, and step-by-step tutorials access.

Safe Unix MCP

Provides read-only access to Unix/Linux command-line tools for AI agents, blocking dangerous operations like file deletion, modification, and command execution while enabling safe file inspection, searching, and system information gathering.

Run Model Context Protocol (MCP) servers with AWS Lambda

Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions

Lorem Ipsum By Api Ninjas

Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.

Gerrit Review MCP Server

Provides integration with Gerrit code review system, allowing AI assistants to fetch change details and compare patchset differences for code reviews.

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

使用 LangGraph 的 MCP 架构演示，包含单服务器和多服务器客户端，利用 AI 驱动的工具调用和异步通信。

FrontendLeap MCP Server

A Model Context Protocol server that enables Claude and other AI assistants to generate personalized, contextually-relevant coding challenges in JavaScript, TypeScript, HTML, and CSS.

HRMS MCP Server

A template MCP server built with mcp-framework that provides a foundation for building custom tools. Currently includes example tool implementations that can be extended for HR management system integrations.

Roku MCP Server

Enables AI agents to develop, test, and certify Roku applications by providing direct control over device functions like app deployment, remote input, and SceneGraph inspection. It supports automated workflows including real-time log collection, media monitoring, and certification verification.

MCP LEDAPI Intent Controller

A Model Context Protocol server that translates high-level intents into commands for controlling an Arduino-based LED system via a RESTful interface.

MindLayer TradingView MCP Agent

Connects TradingView's Pine Script indicators with MindLayer's MCP for cryptocurrency trading signals based on RSI and Stochastic RSI analysis.

Query MCP

启用 IDE 对 Supabase 数据库的访问，包括 SQL 查询执行、模式管理、Auth 管理员操作，以及内置的安全控制，以防止意外的破坏性操作。

Coreflux MCP Server

将 Claude 和其他 MCP 兼容的 AI 助手连接到 Coreflux MQTT 代理，使它们能够通过自然语言发现和执行 Coreflux 命令，从而管理模型、动作、规则和路由。

Cal Server

一个数学表达式计算器，可以处理用户输入的表达式并返回计算结果，支持基本运算和内置常量，如 PI 和 E。