Discover Awesome MCP Servers

scvi-tools MCP Server

Enables deep probabilistic analysis of single-cell omics data using scvi-tools through natural language. Supports SCVI for scRNA-seq analysis, SCANVI for cell type annotation, TOTALVI for multi-modal RNA/protein data, and PEAKVI for scATAC-seq analysis.

MCP Search Analytics Server

A Model Context Protocol server that provides unified access to Google Analytics 4 and Google Search Console data through real-time analytics queries.

Binance MCP Server

Enables automated cryptocurrency trading on Binance and provides integration for monitoring Base network operations. It allows users to execute trades, fetch market data, and calculate technical indicators like RSI and MACD through the Model Context Protocol.

aranet4-mcp-server

Servidor MCP simples para gerenciar seu dispositivo Aranet4 e banco de dados local.

MediaSage

Tracks movies, books, and TV shows with ratings and preferences, providing intelligent cross-media recommendations. Automatically fetches metadata from OMDB, Google Books, and TMDB to help manage watchlists and analyze viewing patterns.

Tool Filter MCP

Filters and blocks specific tools from upstream MCP servers using regex patterns to reduce context pollution and remove unwanted tools from AI agent interactions.

Cloudflare Playwright MCP

An MCP server that enables AI assistants to perform web automation tasks like navigation, typing, and clicking using Playwright on Cloudflare Workers. It allows models to interact with websites and capture screenshots directly through a set of integrated browser tools.

Figma MCP Server

Uma ponte entre designs do Figma e implementações React que permite a conversão perfeita em pixels de designs do Figma em aplicações React, processando os dados do arquivo Figma em um formato amigável ao React.

Ultimate MCP Server

An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.

mcp-shipcheck

Audits local package folders to generate publish-readiness reports and previews of NPM tarball contents. It helps developers identify and resolve configuration issues like missing types or broken exports before releasing code.

Remote MCP Server

A deployable server that implements the Model Context Protocol on Cloudflare Workers, enabling AI tools to be accessed from clients like Claude Desktop and Cloudflare AI Playground.

MCP Study Agent

An MCP server that enables users to interact with local documents for educational purposes through tools for listing and reading files. It features an integrated agent capable of automatically generating document summaries and study flashcards.

MCP Heuristics - Garden Management System

Here's a translation of "POC for tracking MCP server tool usage with Kestra" into Portuguese, along with some considerations for different nuances: **Option 1 (Most Direct):** * **POC para rastrear o uso de ferramentas do servidor MCP com Kestra** * This is the most literal and straightforward translation. It's perfectly understandable. **Option 2 (Slightly More Natural):** * **POC para o rastreamento do uso de ferramentas do servidor MCP usando Kestra** * This uses "rastreamento" (tracking) as a noun, which can sound slightly more natural in Portuguese. "Usando" (using) is also a common way to express "with" in this context. **Option 3 (Emphasizing Monitoring):** * **POC para monitorar o uso de ferramentas do servidor MCP com Kestra** * If the focus is more on *monitoring* the usage, this is a good option. "Monitorar" (to monitor) is a strong verb. **Option 4 (More Technical/Formal):** * **POC para o acompanhamento do uso de ferramentas do servidor MCP com Kestra** * "Acompanhamento" (follow-up, tracking) is a more formal term for tracking. It might be appropriate in a more technical document. **Breakdown of Terms:** * **POC:** Proof of Concept -> Prova de Conceito (This is generally accepted as is, or abbreviated as PdC) * **Tracking:** Rastreamento, Acompanhamento, Monitoramento * **MCP Server Tool:** Ferramenta do servidor MCP * **Usage:** Uso * **With:** Com, Usando **Recommendation:** I would recommend **Option 2: POC para o rastreamento do uso de ferramentas do servidor MCP usando Kestra** as a good balance of accuracy and naturalness. However, the best choice depends on the specific context and the intended audience. If you want to emphasize monitoring, use Option 3. If you want to be very literal, use Option 1. If you want to use the abbreviation for Proof of Concept, you could say: * **PdC para o rastreamento do uso de ferramentas do servidor MCP usando Kestra**

MCP-Undetected-Chromedriver

An MCP service that automates Chrome browser control while bypassing anti-bot detection mechanisms, enabling web scraping, testing and automation on sites with sophisticated bot protection.

geotap-mcp-server

ollect comprehensive environmental data from 80+ US federal sources (FEMA, EPA, USGS, NOAA, NRCS, USFWS, DOE, DOT, CDC, Census) for any US location. One tool returns flood zones, soils, wetlands, rainfall, water quality, contamination, seismic risk, infrastructure, ecology, energy, and demographics.

MCP based Math Drawing Client

Servidor Cliente MCP Agente que resolve uma tarefa matemática e desenha a saída em um retângulo em um aplicativo de desenho.

OnSched Consumer API MCP Server

An MCP server that enables interaction with OnSched's consumer-facing appointment scheduling API through natural language, allowing users to manage bookings, appointments, and scheduling operations.

Marketing Connect MCP Services

A Model Context Protocol server for Marketing Connect AI integrations that provides tools, resources, and prompts for AI models to interact with marketing systems and data.

Simple MCP Server

A demonstration server implementing the Model Context Protocol (MCP) that provides three basic tools: echo, calculator, and current time functionality.

Malloy MCP Server

Um servidor MCP para interagir com modelos de dados Malloy através do Malloy Publisher.

LudusMCP

An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.

Stelo Workaround MCP

Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports into SQLite and providing MCP endpoints for glucose readings, statistics, and time-in-range analysis.

Generic MCP Server Template

Um framework para usar com IA para criar facilmente um servidor para qualquer serviço. Basta inserir a documentação da API e pedir para criar o MCP (Mecanismo de Controle Principal).

BrowserStack MCP server

BrowserStack MCP server

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.

Browser MCP

Browser MCP é um servidor Model Context Provider (MCP) que permite que aplicações de IA controlem seu navegador.

ZeroPath MCP Server

Permite que desenvolvedores consultem resultados de segurança (problemas SAST, segredos, patches) usando linguagem natural em ferramentas assistidas por IA como Claude Desktop, Cursor e outros ambientes compatíveis com MCP.

LocalSynapse

Offline AI-powered local file search MCP server for Windows. Searches inside document contents (Word, Excel, PDF, PowerPoint, HWP) using BM25 + dense vector hybrid search. 100% local, no cloud, no login, no telemetry.