AI MCP Agent

Example Use Cases

• 1

  Manage and query product catalogs with category filtering and statistics.

• 2

  Create and manage orders through an MCP server interface.

• 3

  That require fast read access to MCP data with Redis caching and observability.

Description

This MCP server provides product and order management capabilities via MCP servers running as subprocesses, integrated with a LangGraph agent and custom tools. It supports FastAPI endpoints for querying, SQLite persistence for data storage, and optional Redis caching to accelerate read operations. The system includes observability features such as request IDs, detailed logging, and cache hit tracking, making it suitable for robust AI-driven product and order handling.