"Bower" matching MCP servers:

Provides four MCP tools for neural retrieval: personalized user recommendations, item-to-item similarity, cold-start text search, and explainable recommendation scores, enabling LLM agents to query a trained two-tower recommender over Amazon Reviews data.

Enables comparing and ranking portable battery power stations and solar generator bundles by load, runtime, use case, solar charging, portability, battery chemistry, and budget, with modeled estimates and shopping guidance.