Mortal Context
Built at Agentic Memory & Context Engineering Hackathon · Oct 11, 2025 · San Francisco, CA
Enterprise Travel Planning AI Assistant is a full-stack platform built for the MongoDB Hackathon that transforms corporate travel management using AI and the Model Context Protocol (MCP). It combines LangChain, Fireworks AI, and Voyage AI embeddings to provide intelligent, context-aware trip planning with policy compliance and cost optimization. The system integrates FastAPI, Next.js, and MongoDB to deliver secure authentication, role-based access, and real-time data workflows. With features like conversational travel booking, RAG-based memory retrieval, and MCP travel tools, it offers a seamless experience for employees, managers, and admins alike. This project showcases enterprise-grade AI integration, performance optimization, and modern UI/UX in one cohesive solution.