mnemostack_search
Search indexed memories using hybrid recall with BM25, semantic, graph, and temporal retrievers. Returns ranked results with id, text, score, sources, and payload.
Instructions
Search indexed memories with hybrid recall.
Read-only, no side effects, no authentication required. Use this when you need raw memory matches rather than a synthesized answer. Returns a JSON object with ok, query, count, results, and degraded (which components fell back while serving the call; empty when healthy). Results are ranked by reciprocal rank fusion of BM25, semantic, graph, and temporal retrievers when configured; each result includes id, text, score, sources, and payload.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Natural language question or keyword to search memories for | |
| limit | No | Maximum number of results to return (default 10) | |
| include_trace | No | Include the per-retriever recall trace (debug; verbose) | |
| filters | No | Payload filters applied inside every retriever: exact match ({"tenant": "a"}) or gte/lte range ({"timestamp": {"gte": "2026-01-01"}}). Results never include points outside the filtered scope. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||