Discover Awesome MCP Servers

JXLS Excel Template Generator

A Model Context Protocol (MCP) server that generates Excel templates conforming to JXLS specifications, supporting both JSON objects and arrays data formats.

Medical Calculator MCP Service

Provides access to 56 professional medical calculators covering multiple specialties including cardiovascular, renal, hepatic, respiratory, and critical care assessments. Enables healthcare professionals to perform evidence-based calculations with detailed explanations and automatic unit conversions.

Komodo MCP Server

Enables natural language management of servers, deployments, and build pipelines through the Komodo infrastructure platform. It provides over 60 tools for automated workflows, real-time monitoring, and secure HMAC-authenticated infrastructure control.

Notion MCP Server

Enables AI assistants to interact with Notion workspaces through the Notion API. Supports searching, reading, creating pages, and querying databases with filters and sorting capabilities.

date-fns MCP

Provides access to date-fns documentation and utilities through MCP. Enables users to query and interact with the comprehensive date manipulation library's documentation and functions.

SuperiorAPIs MCP Server Tool

A Python-based MCP server that dynamically fetches plugin definitions from SuperiorAPIs and auto-generates tool functions based on OpenAPI schemas, enabling integration with various APIs through natural language.

Ingrids Reisetjenester

Enables intelligent travel planning by combining weather forecasts and route calculations for destinations. Provides personalized travel recommendations based on weather conditions and supports trip planning with persistent conversation memory.

Outlook MCP

Enables semantic search and AI-powered analysis of Outlook emails using RAG-based natural language queries and Vision AI for architectural documents, with specialized support for AEC workflows.

Search Stock News MCP Server

Provides real-time stock news search capabilities via Tavily API, allowing MCP clients to retrieve filtered and customized stock news with various search parameters.

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.

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.

Rag chatbot with a localhost MCP server

Construir um chatbot de RH baseado em RAG para fornecer regras no local de trabalho com um servidor MCP.

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.

Nowledge Mem

Enables Claude to add and search personal memories through the Nowledge Mem service. Allows users to store and retrieve contextual information across conversations.

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.

MCP App Test Value Picker Server

A debug tool for platform developers to verify that their MCP App hosts correctly implement protocol specifications like context injection and message sending. It provides a blind selection test to ensure seamless end-to-end communication between the UI, host, and model.

Quant Companion MCP

Provides real-time options analytics, pricing with Greeks, Monte Carlo simulations, volatility analysis, strategy backtesting, and risk metrics using actual market data from Yahoo Finance and Polygon.io.

mcp-servers

Repositório para Servidores de Protocolo de Contexto de Modelo

LolByte MCP Server

Enables interaction with League of Legends game data through the Riot Games API. Allows users to query player statistics, match history, and game information using natural language.

Malaysia Open Data MCP

MCP server providing access to Malaysia's government datasets, dashboards, weather forecasts, and transport data through a unified search system and hybrid data access architecture.

ProAlpha MCP Server

A Model-Context-Protocol server that provides a read-only interface to ProAlpha MSSQL databases, automatically capturing database schemas and enabling data analysis through SQL queries.

Binance Futures MCP Server

Provides comprehensive access to Binance Futures API endpoints for account management, real-time market data retrieval, and order execution. It supports 17 essential trading tools including position tracking, smart ticker caching, and risk management functionality.

Festival Finder

Provides access to performance and festival information across South Korea using the KOPIS (Korea Performance Information System) API. Supports multiple platform integrations including KakaoTalk and web APIs through a modular adapter architecture.

Search History MCP Server

Enables access to and searching of browser history from major browsers (Brave, Chrome, Firefox, Safari, Edge, Arc, Opera, DuckDuckGo) to personalize LLM interactions and retrieve past browsing data through natural language queries.

twitterapi-docs-mcp

MCP (Model Context Protocol) server providing offline access to TwitterAPI.io documentation for Claude and other AI assistants.