Remember something across sessions

Use the Memory MCP for context that should survive the current conversation: decisions, preferences, facts, lessons, observations, and signals.

Connect

https://memory.pnbr.io/mcp

Follow the client-specific connection steps for Codex, Claude Code, Claude.ai, Google Antigravity, or Cursor. Use the server name memory and the URL above, then complete browser sign-in.

Save a memory

Ask your agent:

Remember that I prefer short briefings with explicit caveats. Store it as a preference with the narrowest useful scope. Tell me what you saved.

Use agent scope for one agent, project scope for one project’s work, and commons only when the memory should be shared more broadly.

Recall it

Open a new session and ask:

Recall how I prefer briefings. Identify the memory you used.

The answer should come from the stored memory, not from access to the original conversation.

Other memory operations

Tool	Use it for
`memory_recall`	Find saved memories, with optional scope and time filters.
`memory_synthesize`	Turn several memories into a briefing. This spends model credits.
`memory_archive`	Remove a stale memory from normal recall without deleting its history.

Verify

A fresh session or another connected agent should recall the intended memory and identify the stored record.

Troubleshooting

Recall is noisy: narrow the query, scope, time range, or depth.
A memory is stale: archive it and save the replacement when appropriate.
The default fields do not fit: fork the memory Shape.
You need a briefing from many memories: confirm that synthesis is worth the model-credit cost before running it.

Tool trace

memory_remember
→ new session
→ memory_recall

​Connect

​Save a memory

​Recall it

​Other memory operations

​Verify

​Troubleshooting