Engineering
Your coding agent stops starting from zero.
Drop persistent memory into Claude Code, Cursor, or Codex via MCP in one command. A new teammate opens their editor and the agent already knows the project.
Onboarding context inheritance
The agent already knows the architecture, the conventions, and the decisions behind them — no CLAUDE.md babysitting.
Decisions with provenance
"Because on May 3 you decided to drop the queue" — every recalled fact traces to where it came from.
One memory across tools
The same memory follows the developer from Claude Code to Cursor to review, via MCP.