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MCP Server

life. scored.

com.lifescored/mcp
Data & Analytics Finance & Investing Public & reachable MCP 2026-07-28

What this MCP does

Documents an open, cited scoring methodology modeled on credit, lending, and actuarial-style decision systems.

Capabilities

Tools

4 tools
get_input_schema
Get the questions to ask
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.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
get_methodology
How the scoring works
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.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
get_rulebook
Get the full rulebook + math
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.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
how_to_give_feedback
How to propose an improvement
How to suggest a better weight, a fresh source, or a new rule via GitHub, so improvements from many people aggregate in the open.
Input schema 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
History

Recent tool changes

Added
how_to_give_feedback
Sept. 17, 2026, 12:35 p.m.
Added
get_methodology
Sept. 17, 2026, 12:35 p.m.
Added
get_input_schema
Sept. 17, 2026, 12:35 p.m.
Added
get_rulebook
Sept. 17, 2026, 12:35 p.m.
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