hike-lab/public-data-lens

Register the connector URL https://service.datahub.kr/projects/public-data-lens/mcp in Claude web/app via Settings > Connectors
Or add {"mcpServers":{"public-data-lens":{"type":"http","url":"https://service.datahub.kr/projects/public-data-lens/mcp"}}} to .mcp.json
Self-host with docker compose after downloading the catalog CSV from data.go.kr

Usage

• •Ask in natural language, e.g. "find data needed for an elderly healthcare access analysis"
• •Use build_data_plan to get a utilization plan draft with candidates, selection rationale and expected join columns
• •Query via search_datasets, get_dataset, compare_datasets, get_catalog_changes and search_by_columns

Key features

• ✓Monthly catalog (~96k listings) normalized into canonical JSON-LD/DCAT with versioned deterministic quality rules
• ✓Deterministic tools: search_datasets, get_dataset, compare_datasets, get_catalog_changes, get_catalog_stats, search_by_columns, get_dataset_structure, build_data_plan
• ✓Evidence levels on every judgment (CATALOG_METADATA_ONLY, FILE_OBSERVATION, DRAFT, CANDIDATE_ONLY)
• ✓Reference implementation predating and validating the draft AIRD (AI-Ready Data) standard
• ✓Read-only free service requiring no authentication

Best for

Discovering and comparing Korean public datasets for analysis or planning with evidence.

Caveats

• ⚠Beta public service with no SLA and a rate limit of 2 req/s per IP (20 burst)
• ⚠No guarantee of data content, quality or joinability; final confirmation happens on the portal
• ⚠Search queries may be included in anonymous logs; do not input personal information