kolas-mcp
MCP server for Korea's **KOLAS** (Korean Laboratory Accreditation Scheme) — the national accreditation body operated by KAB (Korea Accreditation Board) under MOTIE. Search 1,400+ accredited testing/calibration laboratories, RMP institutions, and inspection bodies.
## Tools
- `search_kolas_labs(query, field)` — search by lab name, KOLAS number, accreditation field (calibration / testing / RMP / inspection).
- `get_lab_details(kolas_no)` — fetch full record (scope, expiry, address, accredited methods).
- `list_kolas_fields()` — enumerate accreditation fields per ISO/IEC 17025 + 17034 + 17043 + 17020.
## Source
- Live: knab.go.kr public registry.
- Fallback: cached snapshot when upstream is rate-limited (`is_live` flag returned on every response).
## License
MIT. See https://mcpize.com/mcp/kolas-mcp for usage.
dart-mcp
MCP server for Korea's **DART** (Data Analysis, Retrieval and Transfer) electronic disclosure system, operated by the FSS (Financial Supervisory Service). Search and pull listed-company filings, financial statements, and major-event disclosures via OpenDART API.
## Tools
- `search_company(name|corp_code)` — resolve company by name or DART corp code.
- `list_filings(corp_code, period, type)` — list disclosures (annual/quarterly/material event).
- `get_filing(rcept_no)` — fetch full filing metadata + XBRL/XML links.
- `get_financials(corp_code, year, period)` — BS / IS / CF line items (auditor-attested).
## Use cases
- Semi-intel signals (KOSPI semiconductor company R&D capex / lab investment).
- Customer ICP enrichment for MetroAI prospect list.
- Audit-trail-grade financial data with FSS attestation.
## Source
opendart.fss.or.kr public API. License: MIT.
metroai
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