Captain Memo is a local shared memory system that enables multiple coding assistants (Claude Code, Codex, Gemini, Cursor, and others) to read and write to a unified knowledge base via MCP. It automatically captures coding sessions, indexes learnings into searchable embeddings, and injects relevant context into prompts while keeping all data on disk with no cloud dependency.