Describe it, and AI creates it
Memory Copilot is where you create memory without writing a data model by hand — a typed database or an Object Storage entry, whichever fits. Type what you want to remember in plain language, and get a working, MCP-ready result in seconds.
Instead of designing tables and fields up front, describe the memory you need the way you'd explain it to a teammate: "a memory store for customer support, persisting preferences, session history, and resolved tickets." Memory Copilot drafts the field list, you review and edit it, and it deploys ready for any agent connected over MCP to start reading and writing immediately. Describe something file-shaped instead — "store PDFs of signed contracts" — and it suggests an Object Storage key convention instead of a schema, since that's what actually fits.
AI-drafted schemas
One prompt turns into a named, typed schema with sensible fields. Nothing saves until you confirm it, and every draft shows the exact MCP call an agent would use to populate it.
Object Storage, recognized automatically
Files, images, and other unstructured content don't get forced into a schema — Memory Copilot suggests a key pattern and tags instead, and you can upload right there in the same conversation.
Start from a template
Prefer not to describe it from scratch? Search a gallery of pre-built templates, or start completely blank for raw, unstructured memory.
Files and binaries, right alongside typed memory
Not everything an agent needs to remember fits a typed field. Object Storage holds files and generated artifacts alongside your databases, each one tagged and attributed to whichever agent wrote it. Objects up to 256KB round-trip inline over MCP; anything bigger uses a presigned URL so a large file never blocks a memory call.
Catch a stale memory before your agent acts on it
Run reflection over everything an agent has remembered, and it comes back with three things.
Contradictions
Two memories that disagree, flagged for you to resolve rather than silently picking one.
Extracted facts
Durable, structured facts distilled out of raw conversation and tool-call history.
Preferences
Recurring user or team preferences, surfaced once instead of buried across a hundred records.
When two memories disagree, you pick the resolution: keep the old version, keep the new one, or merge them into one consolidated fact. Nothing gets silently overwritten.
Common questions
No. Describe what you want to remember in a sentence and Memory Copilot drafts the fields for you. You can also start from a template or build one from scratch if you prefer full control.
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