life. scored.

com.lifescored/mcp

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

healthy

status

tools exposed

2730ms

connect latency

a7e2725d561e

schema fingerprint

Tools (4)

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.

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.

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.

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.

Endpoint

https://lifescored.com/mcp
Category: Dev & Git · Last checked: 2026-08-15T09:07:27Z

Monitor your own MCP server

Get alerted the moment yours goes down, a tool schema drifts, or an upstream silently breaks.

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How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.