Reference
The stable MADB tool surface
Every tool MADB exposes over MCP. Each accepts an optional tenant_id.
| Tool | What it does | Key args |
|---|---|---|
remember | write a memory event | content, caused_by[], tags[], importance |
recall | composite-scored semantic recall | query, top_k |
get_memory | fetch one event by id | event_id |
search | broad query by scope | query, scope |
list_recent | most recent records | limit, tag? |
forget | delete a memory | event_id |
trace_cause | walk the causal DAG — answer "why" | event_id, direction |
save_skill | persist a reusable skill | name, steps |
recall_skill | recall skills by relevance | query |
list_skills | list persisted skills | — |
summarize | rolling summary | scope? |
stats | engine counters | — |
This page documents the stable public tool surface for the currently published package. Candidate capabilities are documented separately until release.