Give Windsurf persistent, shared memory.

Windsurf has Cascade Memories and a .windsurfrules file, but they're local to Windsurf and session-scoped. Daiton gives Windsurf one persistent, sourced memory over MCP: it remembers across sessions, shares the same facts with Claude Code, Cursor and Copilot, and keeps receipts on every fact.

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What to check about Windsurf's memory

Windsurf provides Windsurf Memories + .windsurfrules. Check its scope before adding another service:

• Memories and rules are local to Windsurf.
• Context is session-scoped — it resets.
• Other agents (Cursor, Claude Code) can't see what Windsurf learned.
• Re-establishing the same project context each time.

Where Daiton fits

Daiton connects company knowledge to Windsurf over MCP. Confirm your client supports the required connection and agree which sources the agent can access:

• Shared context. Connected agents can retrieve company facts from the same service.
• Source links. Review the evidence attached to a fact before using it for a decision.
• Write permissions. Decide which agents may add or correct knowledge.
• Pilot checks. Test retrieval, corrections, access boundaries, and retention with your own data.

Windsurf Memories + .windsurfrules vs Daiton

Compare	Native	With Daiton
Persists across sessions	Check the tool and configuration	Shared company memory
Sharing across tools	Depends on your workflow	Across connected, authorized agents
Sources and corrections	Check the tool and configuration	Source-linked facts and corrections
Setup	Windsurf Memories + .windsurfrules	MCP connection and access configuration

FAQ

Does Windsurf have persistent memory?

Windsurf has Cascade Memories and a .windsurfrules file for standing context, but they're local to Windsurf and largely session-scoped. Daiton adds persistent, sourced memory over MCP that survives sessions and is shared with your other agents.

How do I give Windsurf memory across sessions and tools?

Connect Daiton's MCP server to Windsurf. It recalls sourced facts and writes back what it learns to one shared company brain — so context persists and your other agents can use it too.

How do I share context between Windsurf and Cursor or Claude Code?

Point them all at Daiton over MCP. They read and write the same sourced memory, so a fact learned in Windsurf is available in Cursor and Claude Code — no handoff file.

Explore the connection for each tool: Daiton for Claude Code · Daiton for Cursor · Daiton for GitHub Copilot · Daiton for Cline · Daiton for Aider · Daiton for ChatGPT · Daiton for Gemini · see the full comparison →

Connect Windsurf to company context.

Use the pilot to test shared context against the questions your team actually needs to answer.

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