metroai● live

KOLAS Compliance OS — measurement uncertainty MCP server for ISO/IEC 17025 + KOLAS-accredited Korean labs. ## What it does - **9 measurement templates**: Block gauge, micrometer, KOLAS PT, dimensional, electrical, mass, plus 4 nano-metrology (TEM lattice / SEM-EDS composition / AFM Sa,Sq,Sz / OCD CD-SEM). - **GUM + MCM uncertainty**: ISO/IEC Guide 98-3 analytic budget + Suppl. 1 Monte Carlo (Sobol QMC). - **6 AI agents**: orchestrator, kolas-monitor, kolas-audit-predictor (GBT), schedule, semi-intel (DART/NTIS), job-scout. - **Audit-grade provenance**: Ed25519 RFC 8032 signatures + W3C PROV-O JSON-LD tamper-evident trail. - **Standards-as-Code**: ISO/IEC 17025, ISO/IEC 17034, ISO 13528/17043, ISO 18516, ISO 25178-2 (AFM), ISO 22489 (SEM-EDS), SEMI MF-1789 (OCD), KOLAS-G-002. ## Honest metrics GBT audit-risk classifier: 5-fold CV accuracy **60.6% ± 3.1pp** on synthetic data. Real-data validation pending (v0.7 roadmap). ## Links - GitHub: https://github.com/kyb8801/metroai - Streamlit demo: https://measurement-uncertainty.streamlit.app - License: MIT

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