Beacon Beacon is an open-source, local-first memory and activity-recording layer for coding agents. It captures debugging sessions, corrections, and workflows across Claude Code, Cursor, Codex, OpenCode and 20+ other harnesses, then distills them into reusable skills served over MCP so subsequent agents can learn from prior work without re-explanation.