Memory Read¶
Read from personal memory (Hindsight). No LLM cost. Modes: 'search' (default) — semantic + keyword recall, use descriptive topic phrases with specific entity names for best results; 'model' — fetch a mental model by ID; 'recent' — list latest memories.
MCP name: memory_read
Category: memory
Parameters¶
| Name | Type | Required | Description |
|---|---|---|---|
budget |
str |
No | Retrieval depth for mode=search: low (fast, default), mid, high |
limit |
int |
No | Max memories for mode=recent (default 20) |
mode |
str |
No | search (default) — semantic + keyword recall. model — fetch a mental model (self-profile, work-patterns, blindspots, preferences, current-constraints). recent — list N most recent memories. |
model_id |
str |
No | Mental model ID for mode=model (default: self-profile) |
query |
str |
No | Descriptive topic phrase for search mode. Use specific terminology and entity names (e.g. named work-pattern vocabulary) rather than generic labels like 'blindspots'. Ignored for model/recent modes. |
Requirements¶
- hindsight