The value of this project was its practicality. Instead of treating LLMs as isolated chat systems, it connected them to structured operational data through a protocol layer that can support repeatable workflows.
It demonstrates experience with the emerging MCP ecosystem and with the engineering discipline required when model-facing tools are allowed to touch real databases.