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This release adds 1 notable feature for engineering teams evaluating rollout.

Published 3mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai-agents brand-governance brand-guidelines brand-identity brand-voice claude
+5 more
codex cursor design-tokens mcp model-context-protocol

Summary

AI summary

Multi-signal confidence scoring replaces the old frequency‑only model.

Full changelog

Lane I: confidence model recalibration.

Improved

  • Multi-signal confidence scoring (I5). The old model gave high confidence to any CSS variable appearing 3+ times, including WordPress defaults like --wp--preset--color--vivid-red. The new model scores on 6 signals: source type, frequency, semantic role keywords, structural selector context, platform default detection, and scale representative status. Platform defaults are now auto-low. Page builder brand variables are auto-high.

Lane I Progress

| Item | Status |
|---|---|
| I1 Benchmark | ✅ |
| I2 Color improvements | ✅ |
| I3 Font cap | ✅ |
| I4 Logo gradient detection | ✅ |
| I5 Confidence recalibration | ✅ |
| I6 Voice/messaging audit | Next |
| I7 Quality scoring improvements | Next |
| I8 Headless browser | Largest remaining |

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About Brand-System/brandsystem-mcp

Make your brand machine-readable. Extract brand identity (colors, fonts, logo, voice, visual rules) from any website via static CSS + rendered-page extraction, compile into DTCG tokens, brand runtime contracts, and interaction policies. 34 tools across 4 progressive sessions. Subscribable `brand://runtime` and `brand://policy` MCP resources. Content compliance scoring (0-100), pass/fail gate, and HTML/CSS preflight. Brandcode Studio connector for hosted brand sync.

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Beta — feedback welcome: [email protected]