README Excerpt
**A memory of solved problems for AI agents.** Any agent that speaks MCP can check it before working, apply what worked last time, report whether it worked, and record new lessons. Nothing has to be learned twice, and the catalogue travels with you across models, tools, and machines. - **Works with any MCP host**: Claude Code, Claude Desktop, Cursor, Windsurf, Codex CLI, Gemini CLI, or anything built on an MCP client. The server, tools, and data are identical everywhere.
Tools (20)
AfterToolBeforeAgentLEARNED_EXPERIENCE_DBLEARNED_EXPERIENCE_EMBEDDINGSLEARNED_EXPERIENCE_EMBED_API_KEYLEARNED_EXPERIENCE_EMBED_BASE_URLLEARNED_EXPERIENCE_EMBED_MODELLEARNED_EXPERIENCE_HOMELEARNED_EXPERIENCE_HOOK_QUIETLEARNED_EXPERIENCE_RECORD_LONG_TURNLEARNED_EXPERIENCE_RECORD_MIN_CALLSLEARNED_EXPERIENCE_RECORD_MIN_FAILURESLEARNED_EXPERIENCE_RECORD_NUDGELEARNED_EXPERIENCE_STOP_LONG_TURNLEARNED_EXPERIENCE_STOP_MIN_CALLSLEARNED_EXPERIENCE_STOP_MIN_FAILURESLEARNED_EXPERIENCE_STOP_NUDGELEARNED_EXPERIENCE_TRANSFER_DIRPostToolUsePostToolUseFailure