Discover Awesome MCP Servers

Giphy MCP Server

This is an auto-generated Multi-Agent Conversation Protocol server that enables interaction with the Giphy API, allowing users to access and use Giphy's GIF services through natural language commands.

Nexus MCP Server

Enables hybrid web search and intelligent content extraction, combining semantic search with documentation-optimized reading that strips noise and returns clean, token-efficient context for AI agents.

mcp-declarative-java-sdk-examples

MCP Server Examples: Built Using Annotation-driven MCP Java SDK

QML-MCP

Enables quantum machine learning operations using Qiskit, including executing quantum circuits, computing quantum kernels, training variational quantum classifiers, and evaluating quantum ML models.

Grimoire

A local security knowledge base that indexes documentation like CVEs and CWEs using hybrid keyword and semantic search. It enables LLM agents to query indexed materials via MCP for accurate, offline retrieval during security audits and code reviews.

Webby MCP Server

Provides comprehensive website validation across performance, accessibility, SEO, and security dimensions using multiple testing services including WebPageTest, Google PageSpeed Insights, Axe DevTools, Mozilla Observatory, and SSL Labs. Enables automated website health assessments through browser automation and API integrations.

Todoist MCP Server

Enables AI assistants to interact with Todoist tasks and projects through natural language. Supports comprehensive task management including creating, updating, completing tasks, managing projects, and filtering by various criteria.

Earth Engine MCP Server

Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.

FFmpeg Video Processor

Um servidor Node.js que permite a manipulação de vídeos através de solicitações em linguagem natural, incluindo redimensionar vídeos para diferentes resoluções (de 360p a 1080p) e extrair áudio em vários formatos (MP3, AAC, WAV, OGG).

Google Calendar

Enables Claude to interact with Google Calendar through OAuth authentication, allowing users to list events, create and manage meetings, update or delete calendar entries, and find available time slots using natural language.

mcp-dev

Tentando MCP.

SVM-MCP

Um servidor de Protocolo de Contexto de Modelo que conecta a IA Claude com SOON e outros blockchains baseados em SVM, permitindo que os usuários verifiquem saldos de contas, busquem transações recentes e visualizem participações de tokens nas redes de teste e principal da SOON.

MCP Chatwork Server

Enables AI agents to interact with Chatwork by reading and sending messages, managing tasks, listing room members, and performing room operations through the Chatwork API.

vSphere MCP Server

Enables AI agents to manage VMware vSphere virtual infrastructure through comprehensive operations including VM power control, snapshot management, resource monitoring, performance analytics, and bulk operations with built-in safety confirmations for destructive actions.

MCP Universal Test Suite Generator

Enables AI assistants to analyze Java and Web projects, automatically generate unit tests (JUnit) and end-to-end tests (Selenium), and execute them directly through Maven or NPM commands.

MCP-NOSTR

Uma ponte que permite que modelos de linguagem de IA publiquem conteúdo na rede Nostr, implementando o Protocolo de Contexto do Modelo (MCP).

Matomo MCP Server

A Model Context Protocol server that provides tools to interact with Matomo Analytics API, enabling management of sites, users, goals, segments, and access to analytics reports through a MCP interface.

MCP API Service

Um servidor de Protocolo de Contexto de Modelo (MCP) que interage com APIs do sistema, permitindo que os usuários verifiquem conexões, pesquisem funcionários, registrem o café da manhã e atualizem informações químicas por turnos.

mcp-model-proxy

A minimal local MCP server that wraps any Claude Messages API-compatible upstream into a unified ask_model tool. It enables MCP clients to interact with these models through a standard tool interface using stdio transport.

FastAPI MCP Demo Server

A demonstration MCP server built with FastAPI that provides basic mathematical operations and greeting services. Integrates with Gemini CLI to showcase MCP protocol implementation with simple REST endpoints.

MCP Terminal

Um servidor que permite que assistentes de IA executem comandos de terminal e recuperem resultados através do Protocolo de Contexto do Modelo (MCP).

MCP Content Curation Server

A Model Context Protocol server that provides AI-driven tools to categorize, tag, and optimize educational content using GPT-4.

Self-Hosted Supabase MCP Server

Enables developers to interact with self-hosted Supabase instances, providing database introspection, migration management, auth user operations, storage management, and TypeScript type generation directly from MCP-compatible development environments.

Interactive Feedback MCP

A Model Context Protocol server that enables AI assistants to request user feedback at critical points during interactions, improving communication and reducing unnecessary tool calls.

Garmin Connect MCP Server

Connects Garmin Connect data to MCP-compatible clients, providing access to fitness activities, health metrics, and training plans. It supports advanced features like headless 2FA and automated MFA retrieval to enable seamless health data interaction through natural language.

Supabase MCP Server

Connects AI assistants to Supabase projects, enabling them to manage tables, query data, deploy Edge Functions, handle migrations, and access project resources through natural language commands.

Spark History MCP Server

Exposes Spark History Server metrics and metadata as tools for LLM-based analysis of Spark applications. It enables deep optimization of Spark jobs by providing access to job summaries, stage details, SQL execution plans, and executor performance.

Attio MCP Server

Enables AI assistants to interact with Attio CRM through natural language, providing complete access to companies, people, deals, tasks, lists, notes, and records with advanced search, batch operations, and relationship management.

FreeCrawl MCP Server

Enables web scraping and document processing with JavaScript execution, anti-detection measures, batch processing, and structured data extraction. Supports multiple formats including markdown, HTML, screenshots, and handles PDFs with OCR capabilities.

MySQL MCP Server

Enables secure interaction with MySQL databases through listing tables, reading data, and executing SQL queries with proper error handling and controlled access.