Use the memory_search MCP tool with the user's query (or $ARGUMENTS if given directly) to search the memory graph. If a specific entity name comes back, follow up with memory_get_entity to pull its full observation history and relations before answering.
Present findings concisely: group by entity, cite only the observations relevant to the question. If nothing relevant is found, say so plainly rather than fabricating context.