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MCP UI.

a model context protocol interface for cargo tracking — real-time shipment visibility, container status, route optimization and ETA predictions powered by AI agents.

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01 · the problem

cargo tracking is stuck in the 90s.

Logistics teams juggle 5–10 carrier portals, copy tracking numbers between spreadsheets, and rely on email updates that arrive hours late. ETAs are guesses. Route disruptions go unnoticed until it's too late.

The data exists — container GPS, port schedules, weather, vessel positions — but it's scattered across incompatible systems with no unified interface.

02 · our approach

one dashboard. all shipments. AI-powered predictions.

MCP UI uses the Model Context Protocol to connect your cargo data sources into a single, real-time tracking interface. AI agents monitor every shipment, predict delays before they happen, and suggest route optimizations automatically.

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Live Map View

See all shipments on a real-time world map with status overlays

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Smart Alerts

AI detects delays, weather disruptions, and port congestion early

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ETA Predictions

Machine learning models predict arrival times with 95%+ accuracy

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Multi-Carrier

Connect Maersk, MSC, CMA, Hapag-Lloyd and 50+ carriers in one view

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Container Status

Real-time container conditions — temperature, humidity, seal status

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Route Optimization

AI suggests alternative routes when disruptions are detected

03 · the protocol

built on Model Context Protocol.

MCP is an open standard for connecting AI models to external data sources and tools. Our implementation uses MCP servers to bridge carrier APIs, port databases, and vessel tracking systems into a unified context that AI agents can reason over.

04 · who it's for

built for logistics teams who move things.

check_circleFreight forwarders managing hundreds of shipments across carriers
check_circleSupply chain managers who need proactive delay notifications
check_circleE-commerce operations tracking containers from factory to warehouse
check_circle3PL providers offering real-time visibility to their customers
check_circleImport/export teams coordinating customs and port schedules
05 · under the hood

technology stack.

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MCP Servers

Custom MCP servers for each carrier API

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AI Agents

Gemini + Claude for reasoning over shipment context

database

PostgreSQL

Time-series tracking data with PostGIS

speed

Real-time

WebSocket updates — no polling, no refresh

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Logistics, meet AI.

We're building MCP UI for logistics teams who need real-time visibility. Book a call to shape the product and get early access.

Coming soon · Shape the product with us · Priority access for early signups