agentmem
JSON →Governed memory for coding agents with trust lifecycle, conflict detection, staleness tracking, and health scoring. SQLite + FTS5, zero infrastructure. Works with Claude Code, Cursor, Codex, Windsurf.
Install
pip install quilmem[mcp] Tools · 10
- memory_health Run a health check on the memory system to confirm it's working
- memory_add Store a typed memory with status (hypothesis/active/validated/deprecated/superseded)
- memory_search Search memories by text, automatically ranking validated and active memories highest
- memory_recall Recall best memories fitting within a token budget, ranked by trust level
- memory_promote Promote a memory from hypothesis to active, or active to validated
- memory_deprecate Mark a memory as deprecated with a reason
- memory_supersede Replace an outdated memory with a newer one, linking old to replacement
- detect_conflicts Find memories that contradict each other using topic overlap and negation matching
- detect_stale Find outdated memories by age, missing source files, or hash drift
- health_check Score memory system health 0-100 based on conflicts, stale percentage, orphaned references, deprecated weight, and validated memories
Links
★ 2 GitHub stars