McCluster

Street Credit Bureau · the white paper

Alternative Credit Ecosystems

TL;DR · 8 min full read

Models, Technologies & a BlueprintMcCluster Corp · nonprofit · SAM.gov registered32 pages

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Traditional credit scoring leaves an estimated two billion people "unscoreable" — reliable, trusted in their communities, and invisible to banks. The paper surveys the alternative credit ecosystems answering that failure worldwide — rent and utility payment histories, cash-flow underwriting, community reputation and Grameen-style peer accountability, psychometric and behavioral signals, mobile-first data, open machine-learning scoring — and lays out the blueprint for the Street Credit Bureau: a community-owned alternative credit ecosystem that recognizes informal proof of reliability and empowers the people legacy institutions left out.

What the paper covers

Alternative data — rent, utility, phone Cash-flow underwriting Community reputation & peer lending Psychometric & gamified signals Mobile-first capture Open ML scoring engines VSLA & savings-group patterns Tokenized incentives & governance The SCB blueprint

The score, in the open — six pillars, one dial

The Street Score is a reputation index from 0 to 1000, not a FICO score in the legal sense and not a security. It reads only signals the platform witnesses firsthand and that a bot can't forge — money the payment webhook actually captured, government-grade verified identifiers, deduped plays, head-counted votes, signed deals. Six pillars, log-curved so no single number runs away, and a cold-start confidence cap so a brand-new file can't flash 900 overnight. Every line of the engine — street_score() in docs/score-schema.sql — is readable in the repo; no black box.

PillarWeightWhat the platform witnesses (unforgeable)
Capital30%Real captured money for your desks — webhook-recorded deal payments, 90-day and all-time — plus your equity stake.
Craft15%The identifier locker: ISRC, UPC, IPI, ISNI, PRO, channel — professional identity held. Verified ones count double.
Reach15%Followers, deduped plays of your tracks, and the reactions your posts actually earned.
Community15%Plugs you brought, votes cast, posts made, collabs locked on the record — peer accountability, measured.
Consistency10%Showing up and staying: distinct active days over 30, and tenure on Our Street.
Co-sign15%Third-party trust: verified identifiers, academy lessons finished, a fulfilled gas grant, the Member Agreement signed.

The bands: 800+ Excellent · 650+ Strong · 450+ Building · 250+ Starting · else New file. The dial always names the next move — the weakest weighted pillar's own coaching, credit-builder style. The nightly tape (a pg_cron job) scores every desk and writes the snapshot the whole floor reads.

From blueprint to platform

Every prescription in the paper, mapped to the code that carries it — and an honest ledger of what waits on counsel. (Also in the repo: docs/scb-application.md and docs/street-score.md.)

The paper prescribesThe platform builtWhere it livesStatus
Alternative payment & cash-flow data as the credit signalWebhook-captured deal money, 90-day and all-time, plus equity stake — the heaviest pillarCapital pillar · 30%Live
Professional identity / thin-file enrichmentThe identifier locker — ISRC, UPC, PRO, channel; verified counts doubleCraft pillar · 15%Live
Audience & reputation reachFollowers, deduped plays, earned reactionsReach pillar · 15%Live
Community reputation & peer accountabilityPlugs brought, votes cast, posts, locked collabsCommunity pillar · 15%Live
Behavioral consistency (psychometric-lite)Distinct active days over 30 + tenure on the floorConsistency pillar · 10%Live
Group membership & third-party co-signVerified IDs, academy lessons, gas grant, signed agreementCo-sign pillar · 15%Live
Open ML instead of proprietary black boxesEvery line of the scoring engine readable in the repo; log-curved, confidence-cappedstreet_score() · score-schema.sqlLive
Mobile-first data captureDevice-keyed activity, every surface a sensor, the offline-capable appThe PWALive
Transparency & coaching, not judgmentThe dial shows its six pillars and weights; the weakest speaks as "the next move"The SCB room in the MarketLive
No record ≠ bad recordEmpty pillars start neutral-low, never zero; the confidence cap protects the cold startstreet_score()Live
A community token for incentives (the paper's SCT)M Token / E⤴ — closed-loop platform credit, minted only by the deal-completion triggerThe token ledgerLive · closed loop
Everyday individuals as lenders (StreetFund / P2P)The engine is ready to underwrite; lending is regulated in every US stateCounsel first
Token governance / value shareClosed loop holds until the attorney conversationCounsel first
On-chain attestations, smart-contract creditNot before the token questions settleDeferred
Open banking / utility import (Plaid-class)Real-world payment histories joining the pillarsRoadmap
The one deliberate divergence: the paper writes toward a bureau that serves lenders. The build inverts it — the person owns the record. The dial is owner-only, computed from rows the database locks to them, never sold, never reported. That inversion keeps SCB on the right side of consumer-reporting law while the lending chapter waits for counsel — and it is the brand itself: your street credit, kept by you, shown to who you choose.
What the platform adds that the paper couldn't: the paper assumes signals must be imported. The platform generates them — the marketplace witnesses deals firsthand, the play counter witnesses plays, votes witness the community's word, the record witnesses showing up. First-party witnessed data beats any scraped feed. The moat is that the bureau and the economy live in the same building — now under its own name, streetcreditbureau.com.

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