Discover Awesome MCP Servers

AI Memory MCP Server

A cross-platform MCP server providing persistent storage for AI assistants to store, retrieve, and manage memories across conversations. It features keyword and tag-based search capabilities using a local JSON file for data persistence.

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.

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.

Spotify MCP Server

A Model Context Protocol server that enables AI assistants like Claude Desktop to interact with Spotify's music streaming service, supporting playback control, playlist management, music search, and user profile access.

Employee Management MCP Server

Enables interaction with employee management systems through a standardized MCP interface. Supports comprehensive employee operations including CRUD operations, search, filtering by level/status, and data synchronization.

Keyway MCP Server

A GitHub-native secrets manager that allows AI assistants to securely manage, generate, and validate credentials without exposing sensitive values in conversation history. It supports secret scanning, environment diffing, and secure command execution by injecting masked variables directly into the runtime environment.

Outsource MCP

An MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.

Coreflux MCP Server

Conecta Claude e outros assistentes de IA compatíveis com MCP a um broker MQTT Coreflux, permitindo que eles descubram e executem comandos Coreflux para gerenciar modelos, ações, regras e rotas através de linguagem natural.

Cal Server

Um calculador de expressões matemáticas que processa expressões inseridas pelo usuário e retorna os resultados computados, suportando operações básicas e constantes predefinidas como PI e E.

SousChef

Enables comprehensive Chef-to-Ansible migration for enterprise infrastructure with 34 tools across cookbook analysis, resource conversion, InSpec integration, secrets management, and AWX/AAP deployment configuration.

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

Demonstração da arquitetura MCP com clientes de servidor único e multisservidor usando LangGraph, chamadas de ferramentas orientadas por IA e comunicação assíncrona.

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.

ADLS2 MCP Server 🚀

Servidor MCP do Microsoft Azure Data Lake Storage

MCP PJe Server

Enables interaction with Brazil's Electronic Judicial Process (PJe) system to search for legal processes, view case details, and download court documents. Supports secure JWT authentication and process lookup by CPF/CNPJ or party name.

ArXiv Research Assistant

Enables researchers to search ArXiv papers, extract key insights (problems, methods, results) from abstracts, and perform ML-powered analysis including topic modeling, trend visualization, and author collaboration networks.

MCP Swagger Server

Automatically converts REST APIs with Swagger/OpenAPI documentation into MCP tools, making any documented API accessible to MCP-compatible clients. Supports authentication, SSL handling, and flexible configuration for seamless API integration.

MCP PDF Reader Server

Enables comprehensive PDF processing including text extraction, image extraction, and OCR capabilities for reading text within images across multiple languages.

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.

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.

Clickzetta MCP Server

Um servidor de Protocolo de Contexto de Modelo que permite a interação com o banco de dados Clickzetta, permitindo que os usuários executem consultas SQL, gerenciem tabelas e mantenham um memorando de insights de dados dinamicamente atualizado.

Texas Holdem MCP Server

Um servidor de Protocolo de Contexto de Modelo (MCP) que permite que agentes de IA joguem jogos de pôquer Texas Hold'em através de uma interface de cliente MCP.

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.