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.
Windsurf's native memory is Windsurf Memories + .windsurfrules — useful, but local and single-tool:
Connect Daiton's MCP server to Windsurf. From then on, Windsurf works from one shared, sourced company brain instead of a blank slate:
| Compare | Native | With Daiton |
|---|---|---|
| Persists across sessions | Resets / manual | Yes — automatic |
| Shared across your other agents | No — single tool | Yes — Cursor, Claude, Copilot, ChatGPT |
| Sourced & correctable | Plain text | Every fact has receipts |
| Setup | Windsurf Memories + .windsurfrules, per project | Connect once over MCP |
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.
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.
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.
Daiton works with every agent — 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 →
One shared, sourced brain your agents and your team work from — over MCP. Plug in; it discovers the rest.