User Memory in AI Applications

Allows an AI app to remember user information over time (name, interests, purchase history, etc.) without needing to repeat everything every time.

Bureaucratic Process Management

With MCP, a model can guide users through complex administrative processes (like license renewals or booking appointments), remembering each step, submitted documents, and real-time status.

Adaptive Educational Applications

A virtual tutor can remember which topics you studied, which exercises you did well or poorly, and adjust content based on your progress.

Real-time Incident Tracking

MCP can maintain the context of a security incident, recording actions taken, previous alerts, and event history within a conversational flow.

Unification of Multiple REST APIs

MCP allows integrating and orchestrating multiple external APIs within a single conversation, maintaining context between calls. Ideal for assistants that combine flights, hotels, weather, and more without losing continuity.