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
ntis-mcp
MCP server for Korea's **NTIS** (National Science and Technology Information Service), operated by **KISTI** under MSIT. Search 300k+ government-funded R&D projects, grants, and outputs from the 25 Korean ministries.
## Tools
- `search_projects(query, year, ministry)` — search NTIS R&D project database.
- `get_project(project_no)` — fetch full project record (PI, agency, budget, outputs).
- `list_grant_calls(field, status)` — active grant calls (open / upcoming / closed).
- `get_kosbir_smes(industry)` — KOSBIR-funded SMEs in measurement/instrument industry.
## Use cases
- MetroAI grant-discovery agent (semi-intel).
- KOLAS prospect ICP: identify R&D centers + national labs receiving NTIS funding.
- Track Korean public-sector measurement/calibration capex.
## Source
ntis.go.kr OpenAPI. License: MIT. Demo: https://measurement-uncertainty.streamlit.app