Dollar Data Context Guard — DataHub MCP Agent Safety Demo
Dollar Data Context Guard resolves ownership, PII fields, and downstream lineage through the official DataHub MCP server before an AI agent changes production data.
This demo shows:
• DataHub OSS/Core running locally with synthetic metadata
• Official DataHub MCP search, entity, schema-field, and lineage tools
• A deterministic, read-only safety decision that blocks an extreme-risk action pending owner approval
• A reproducible judge path with no production credentials or private data
Built for Build with DataHub: The Agent Hackathon.
Source: https://github.com/junsenliu/dollar-datahu...
Judge guide: https://github.com/junsenliu/dollar-datahu...
Verification: https://github.com/junsenliu/dollar-datahu...
Dollar Steam source code is not included. Demo assets and metadata are synthetic.