Stop starting from zero.
StremAI is one brain for all your coding agents, so what one connected agent learns, the next can recall.
Free to start, no credit card. Verified with Claude Code and Claude Desktop; Cursor, Codex, Windsurf, OpenClaw, and other MCP clients are supported or in active verification.
$ agent memory store
our staging DB resets every Sunday night
✓ stored to project memory
$ will staging data survive over the weekend?
◆ staging DB resets Sunday nights — heads up before you rely on it
Every session, your agents learn real things. Then the session ends.
The waste is not that agents think. It is that useful project context gets re-bought in time and tokens when the next tool starts from zero.
Starting over
Adding up
The old way
Claude learns your repo. Codex starts over. Cursor fixes a bug, then the next session needs the same explanation again.
With StremAI
Connected agents share one project memory for decisions, pitfalls, and handoffs. Different tools, same project context.
What is already real
Proof without pretending.
The promise is narrow on purpose: connect coding agents through MCP, try recall in the browser, and keep memory under user control.
No setup needed to try recall.
First connection path
Start with the agent you already use
Connect one agent first. Add the rest when there is memory worth sharing.
Claude Code
One command, then sign in via browser.
Cursor
Local MCP bridge. Use the guide for shared memory.
Codex
One command, then sign in via browser.
OpenClaw
Guided installer for the OpenClaw plugin.
Windsurf
Local MCP bridge. Use the guide for shared memory.
Hermes
Local MCP bridge. Use the guide for shared memory.
Running a local model? Set up Ollama, LM Studio, or another compatible local server.
How shared memory works
One project detail, carried from the connected agent that learned it to the next one that needs it.
Try a real recallAlready have a CLAUDE.md? Keep it. Instructions are what you write; StremAI is what your agents learn. See the difference.
- 1
Learn
Claude Code discovers a project detail while it works.
Claude Code
staging DB resets every Sunday night
- 2
Store
The agent saves the lesson to the shared project memory with its source.
project memory
staging DB resets every Sunday night
stored by Claude Code
- 3
Recall
Codex can use that lesson in the next task, without rediscovering it.
Codex
heads up: staging data will reset this weekend
learned by claude-codeJul 8 · 3 recalls
It adds up.
StremAI is built around a simple operating idea: useful context should become easier to recall as connected agents work, not vanish when one session closes.
What we measure
Repeated explanations
How often a user has to restate project context that was already learned.
Cross-agent recalls
When useful context stored by one connected agent helps another connected agent later.
Useful memories kept
Decisions, pitfalls, and handoffs that remain available until a user archives or erases them.
Concept diagram
what agents can recall
The staircase includes a small down-step on purpose: memory can be archived, erased, or become less useful. The promise is recall across connected agents, not infinite accumulation.
Your next agent should not start cold.
Start with one connected agent. Add more tools when you are ready.