"Design Architecture of Ontology-based AI-PHM Using Life Acceleration Algorithms" matching MCP servers:

Travel award search: compare cash vs points on hotels, flights & cars, cents-per-point, and book

Provides supply chain and shipping tools including shipment tracking, route optimization, warehouse inventory management, delivery ETA estimation, and customs documentation. Enables logistics operations through natural language interactions with Claude.

MCP server that provides AI-powered tools including YouTube search, trip planning, notes management, web search, product price comparison, and clock/alarm/reminder features with email notifications.

Provides MCP tool endpoints for hotel and flight actions to support multi-agent travel planning.

Enables AI-driven hotel booking operations with 30+ MCP tools, hybrid database architecture (PostgreSQL, MongoDB, Redis), and live benchmarking to demonstrate performance improvements.

An AI-powered travel planning assistant that fetches live weather, generates packing suggestions, and provides travel recommendations.

Search destination wedding venues and vendors worldwide with Aisle. 10 tools for AI-assisted wedding planning: Venue Search: Find wedding venues by country, type (villa, beach, castle, resort), capacity, and budget. Covers 20+ countries. Vendor Search: Browse wedding photographers, florists, planners, DJs, caterers, and 10 more categories by location and price range. Budget Estimator: Get a detai

Provides personalized travel recommendations by analyzing climate, currency exchange rates, safety, and budget constraints through AI agents and multiple public APIs.

An MCP server providing tools for YouTube search, AI trip planning, notes management, web search, and product price comparison, backed by a FastAPI backend.

Provides access to 250,000+ Canadian government datasets and specialized querying of transportation infrastructure including bridges, airports, cycling networks, transit systems, railways, and tunnels across multiple provinces.

Enables interactive design, execution, and analysis of SUMO traffic simulations through natural language, providing tools for scenario generation, policy experimentation, result analysis, and visualization.

Provides travel planning tools for Cox's Bazar, Bangladesh, including weather forecasts, AI-powered itinerary generation, and pre-configured travel planning prompts.

A Model Context Protocol (MCP) server that provides real-time flight tracking and status information using the AviationStack API.

Everway turns forwarded confirmation emails into one day-by-day itinerary. This MCP server is a hosted bridge between your Everway account and MCP-compatible AI tools: once connected, your assistant can read your itinerary, answer questions about your plans, and add or update bookings.

Provides geolocation, routing, and navigation tools including geocoding, place search, distance matrix, and turn-by-turn directions via NextBillion.ai APIs.

Enables AI agents to search, compare, and book hotels worldwide through natural language, with real-time pricing and availability, plus price monitoring and order management.

Enables AI agents to search, compare, and book hotels with real-time pricing and availability, supporting multiple location types, star ratings, and price filters.

Enables AI agents to search and book hotels globally with real-time pricing and inventory from over 2 million properties.

Exposes NextBillion.ai location APIs as MCP tools for AI agents, including geocoding, place search, routing, distance matrices, isochrones, and static maps.

RollingGo MCP is a high-performance hotel search and recommendation service built on the MCP (Model Context Protocol) standard. It connects large language models with a massive database of domestic and international hotel data, providing real-time structured hotel search capabilities for AI assistants, agents, travel planning tools, or IDE plugins like Cursor/Windsurf.