Connect ClariLayer over MCP, and stop re-explaining your data, architecture and decisions in every session.

• Bootstrap from existing files

• Analyst and Software Engieering domain packs available

• Data source reconciliation through agent-supplied actual_sample evidence

• Durable bounded context_checkpoint completion receipts

• claude.ai OAuth plus context-key MCP connections for Claude Code, Cursor, and Codex

The context layer that checks itself, delivered over MCP for claude.ai, Claude Code, Cursor, and Codex. Bootstrap SQL, dbt, CLAUDE.md, dictionary/codebook, or semantic-model artifacts; reconcile one compatible definition through warehouse actual_sample or bounded row-free HubSpot crm_evidence; and record a narrowly scoped completion receipt.