Memory for coding agents
Instruction files tell a coding agent how to write code. How to give coding tools a memory of decisions and reasons that lasts across sessions and tools.
Windsurf with Memory Bridge
Connect Windsurf to Memory Bridge once and it reads from, and writes to, the memory of your work. What you save here is there in your other tools.
We use one date library across all projects and do not add a new library for a job an existing one does.
ChatGPTSaved.
Saved to memory · Library policyAdd a date picker to the booking form.
With Memory BridgeAdded using your approved date library, with no new dependency.
From memory · Library policyIllustrative example
Windsurf builds memories from your work with it and reads rules you write for it. They are tied to the workspace where they were created.
We reviewed this description in October 2026. These tools change often, so check the official help page for current details.
What you learned in one project helps in the next. Your library choices and the reasons are saved once and read by Windsurf in every workspace.
Open Windsurf settings and add Memory Bridge under external services.
Choose which projects it can reach, and whether it reads only or reads and writes.
Ask Windsurf as you always do. It finds what your request needs in your memory.
No. Your project instruction files stay where they are and keep doing their job. Memory Bridge adds what does not fit in those files and makes it available to your other tools.
Connecting outside services in Windsurf may be limited to certain plans or versions. Check the tool's official help page.
Only the projects you allowed, with the permission you chose. You can disconnect it at any time.
We have tested this connection and it works. If you hit a problem, write to us through the support channel with the error message.
Instruction files tell a coding agent how to write code. How to give coding tools a memory of decisions and reasons that lasts across sessions and tools.
Rules say how you write code. Connect Cursor to Memory Bridge and stop re-explaining your work.
Connect GitHub Copilot to Memory Bridge and it reads from the memory of your work. What you save in GitHub Copilot is there in your other AI tools.
The trial is invite-only for now. Request access and we will write to you when your seat opens.