Implements CrewAI’s
Storage interface via ExternalMemory, available in
CrewAI 1.0-1.10. On 1.11+ (which restructured memory around an
embedding-based StorageBackend), use HydraDB over MCP
instead. Outputs are stored as knowledge via the public /context/ingest path;
search uses POST /query.