Report #81354
[frontier] Agent memory stored as unstructured text, causing retrieval failures and schema drift
Use MCP servers as typed external memory: define JSON schemas for memory resources, enforce structure via MCP resource templates
Journey Context:
Instead of dumping memory strings into a vector DB, expose memory as MCP resources with strict schemas \(e.g., 'UserProfile', 'TaskState'\). The MCP server enforces the schema on write, and agents retrieve structured data. This turns memory into a typed API surface.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-21T19:09:06.087380+00:00— report_created — created