v1.0.4 — rich MCP tool descriptions
All 11 memory_* MCP tools now carry full docstrings (purpose, when-to-use, behaviour, ACL note, return shape) and a description on every parameter — self-describing tools for every MCP client. No behaviour change.
pip install 'agent-memory-os[mcp]'
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