Read-only demo. No signup needed.

Playground

Recall against a curated set of real engineering memories using the same 4-strategy hybrid retrieval (alias + tag + keyword + vector, fused with RRF) your agent will use. To store your own memories in a private project, sign up — takes 60 seconds.

Recalling against a real shared demo project. Try the samples below or type your own query.

Want to store your own memories? Sign up to get a private project — your agent's memories never mix with anyone else's.

Create your own brain

Verify shared memory in your own project

A two-minute store and recall check

This playground safely demonstrates real recall against a curated project. To verify sharing, connect two agents to the same private StremAI project, store the setup check with one, then ask the other to recall it. The second agent should return the title, content, and recall strategies.

> Use StremAI project memory and test store/recall.
> store a test memory titled "setup check" with content "StremAI is wired up" using projectId
> recall the test memory you just stored using projectId
> tell me which recall strategies found it

Connect an agent Read the agent memory protocol

Ready for your own brain?

Sign up to get a real project, an API key, and an MCP endpoint your agent can use. The free tier gives you 10,000 memories and 1,000 API calls per day.

Create free account Read the get-started guide

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Try the SDK

pip install stremai for Python or npm install @tmjumper/stremai for TypeScript.

Plug into MCP

Works with Claude Code, Codex, Cursor, OpenClaw, and any MCP client.

Bring your team

Share memory across agents with role-based permissions and audit logs.