## Summary Tracks the `memory` server work that ships in **v2.3.0**. ## Sub-issues - #5202 memory: say when to use read_graph, search_nodes and open_nodes in their descriptions - #5201 memory: add_observations stores a repeated observation twice when it appears twice in one call - #5200 memory: README does not state the search_nodes query length limit - #5153 memory: create_entities, create_relations and add_observations could declare idempotentHint: true - #4117 memory: safer persistence defaults, atomic writes, quotas, redaction, and destructive-operation guardrails - #3953 Add lightweight read modes
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cliffhall commentedon Oct 29, 2026
All six sub-issues shipped: #5200 (#5381), #5202 (#5393), #3953 (#5394), #5201 (#5357), #5153 (#5349), #4117 (#5362). Proved together by rollup #5403. Follow-up from #4117: #5346 (default path move, v2.4.0).