"author:jcsancho" matching MCP servers:

An MCP server that records the decision and categorisation steps inside agent workflows — inputs, choice and outcome — then serves confident decisions without an LLM call, routing uncertain ones to a hosted model and only training a private probe when reports show it's warranted. It reports agreement, coverage, savings, drift and hosted spend, and includes a drop-in gateway so pipelines making separate LLM classification calls can be answered without code changes.