com.lifescored/mcp

repo:https://github.com/royashbrook/lifescored

Rebuilds the scores real systems run on you — credit, actuarial, lending — in the open, cited.

transport:: remote
credential class:: open
repo:: https://github.com/royashbrook/lifescored

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Tools

get_input_schema
Just the fields to collect from the user, with types, ranges/allowed values, defaults, and plain-language help. Ask only for what you do not already know; missing fields fall back to their default.
shallow
get_methodology
Plain-English explanation of how scoring works, the two governing principles, what is deliberately left out (protected characteristics, luck), and the privacy stance. Use to answer "how does this work / is this fair" questions.
shallow
get_rulebook
The complete life-score rulebook and exact math: every rule (weight, bounds, evidence, source, formula), the input schema (what to ask the user), and the engine constants. Use this to compute a score on your OWN side — nothing is sent back.
shallow
how_to_give_feedback
How to suggest a better weight, a fresh source, or a new rule via GitHub, so improvements from many people aggregate in the open.
shallow

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