memory_read
Search long-term memory shared across AI tools to find past preferences, decisions, or context using natural-language queries.
Instructions
Search your long-term memory before answering anything that may have come up before — user preferences, past decisions, project setup, people, or earlier context. This memory is shared: it persists across sessions and across every AI tool the user has connected (Claude, ChatGPT, Cursor, VS Code). ALWAYS check here first when you're unsure whether you already know something; no need to call it for general world knowledge you already hold. Returns matches ranked by relevance (semantic similarity plus learned concept associations); each result carries an id you can pass to memory_feedback or memory_delete.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Natural-language description of what you're looking for, e.g. 'database choice for the API' or 'user's preferred testing framework'. | |
| top_k | No | Max results to return (default: 5) | |
| domain | No | Restrict the search to one domain namespace (e.g. 'project:acme'); omit to search across all domains. |