Discover Awesome MCP Servers

FastMCP_RecSys

A CLIP-Based Fashion Recommender system that allows users to upload clothing images and receive tags and recommendations based on visual analysis.

Shortcut MCP Server

A Model Context Protocol server that integrates Shortcut project management functionality with AI assistants like Cursor, Windsurf, Claude Code, and Zed.

pyATS MCP Server

Um Servidor MCP para pyATS (experimental)

GitHub PR Review Server

Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, or Gemini CLI as AI providers. Supports customizable review prompts, comprehensive PR analysis, and optional auto-posting of reviews to GitHub.

MCPControl

A Windows control server built using nut.js and Model Context Protocol (MCP), providing programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture functionality.

Trip Planner MCP

Enables multi-agent trip planning with coordinated specialized agents for team management, food preferences, and travel recommendations. Integrates Neo4j employee graphs, Postgres data, real-time weather APIs, and country information for comprehensive travel planning.

Biel AI

Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using your product docs. Biel.ai provides the RAG system and MCP server.

MCP MQTT Server

Enables LLM agents to interact with MQTT brokers through publish, subscribe, and query operations. Provides fine-grained topic permissions with wildcard support for secure IoT device communication and sensor data access.

MCP Calendar

Here's the translation of "MCP Google Calendar Server with python" into Portuguese, along with some context and considerations: **Translation Options:** * **More Literal:** "Servidor de Calendário Google MCP com Python" * **More Natural (and Recommended):** "Servidor de Calendário Google MCP usando Python" * **Most Natural (if you want to emphasize the implementation):** "Implementação de um Servidor de Calendário Google MCP em Python" **Explanation of Choices:** * **"com" vs. "usando":** While "com" (with) is a direct translation, "usando" (using) often sounds more natural when describing the technology used to build something. * **"Implementação":** If you're specifically talking about *building* or *creating* a server, "implementação" (implementation) is a good choice. **Context and Considerations:** * **What is "MCP"?** The biggest question is what "MCP" refers to. Without knowing what MCP stands for, it's impossible to provide the *best* translation. MCP could be: * **A specific library or framework:** If it's a known library, you might keep it as "MCP" in the Portuguese translation as well (like you would with "Python"). * **An acronym for a concept:** If it's an acronym, you might need to translate the full phrase that the acronym represents. * **A typo:** It's also possible it's a typo! **Example Scenarios:** 1. **If "MCP" is a specific library (e.g., "My Calendar Project"):** * "Servidor de Calendário Google My Calendar Project usando Python" (or just "Servidor de Calendário Google MCP usando Python" if "MCP" is commonly understood). 2. **If "MCP" stands for "Multi-Client Protocol":** * "Servidor de Calendário Google com Protocolo Multi-Cliente usando Python" 3. **If you're talking about *building* a server:** * "Implementação de um Servidor de Calendário Google MCP em Python" **Recommendation:** Unless you know what "MCP" stands for, I recommend using: * **"Servidor de Calendário Google MCP usando Python"** If you can provide more information about what "MCP" means, I can give you a more accurate and natural-sounding translation.

LangChain Agent MCP Server

Exposes LangChain agent capabilities through the Model Context Protocol, enabling multi-step reasoning tasks with ReAct pattern execution via a production-ready FastAPI service deployed on Google Cloud Run.

Dialogflow MCP Server

An MCP server that enables natural language interactions with Google's Dialogflow API, allowing users to create and manage conversational agents, intents, and entities through the Dialogflow v3beta1 API.

Image Description MCP Server

Enables AI assistants to analyze images from URLs or local files using xAI's Grok API. Provides detailed image descriptions, technical metadata extraction, and optical character recognition (OCR) capabilities.

Zentao MCP Server

Enables direct integration with Zentao bug tracking systems through Cursor. Supports authentication, bug retrieval, searching, and listing operations for comprehensive bug management through natural language.

Gemini Image Generator MCP Server

Espelho de

TickTick MCP Server

An MCP server that enhances TickTick workflow by providing comprehensive task management tools with improved filtering capabilities, allowing AI assistants and MCP-compatible applications to interact with TickTick tasks with greater precision.

InBiot MCP Server

Provides real-time air quality monitoring and historical data analysis for InBiot MICA sensors with integrated WELL Building Standard compliance checks. It allows users to compare indoor conditions with outdoor weather and receive actionable health recommendations based on global air quality standards.

Gemini Web Automation MCP

Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer Use API. Allows agents to navigate websites, click buttons, fill forms, and extract information through natural language commands with real-time progress tracking.

MCP Playground

A demonstration MCP server supporting both Stdio and SSE transports, providing example tools (echo, add, time, UUID generation) and resources for learning and testing MCP implementations.

Malaysia Prayer Time MCP Server

Espelho de

https://github.com/jkingsman/qanon-mcp-server

Permite a pesquisa, exploração e análise de todas as publicações do QAnon para estudo sociológico.

ControlAPI-MCP

An MCP server that dynamically converts any OpenAPI or REST API into MCP tools, allowing for real-time server switching and schema reloading. It supports variable substitution for headers and bodies, enabling seamless authentication and interaction with multiple API environments.

MCP Boilerplate

A server that implements the Model Context Protocol, providing a standardized way to connect AI models to different data sources and tools.

Serpstat MCP Server

Integrates the Serpstat SEO API with the Model Context Protocol to provide AI assistants with comprehensive data for domain analysis, keyword research, and competitor tracking. It enables users to perform complex SEO tasks like backlink analysis and site audits through natural language interfaces.

M4

Query clinical datasets like MIMIC-IV and eICU with natural language, supporting both tabular EHR data and clinical notes through a unified interface.

alpha-ticker-mcp

An MCP server that streams real-time Binance Alpha token prices and liquidity data, powering your AI agents and workflows with instant alpha market insights.

Zoho Projects MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Zoho Projects (beta): https://www.cdata.com/download/download.aspx?sku=PZZK-V&type=beta

VitalDB MCP Server

Enables natural language exploration and advanced analysis of VitalDB medical datasets. Supports statistical filtering, correlation analysis, group comparisons, anomaly detection, and comprehensive visualization of physiological signals and patient data.