Compatible with
And 60+ AI Platforms
Higher accuracy with a fraction of the context. Ranked #1 on LoCoMo in our internal comparisons.
Recall in milliseconds
Fast, too. 464 ms median memory retrieval and 3.7 s median answer time on LoCoMo.
Benchmark note: Results are from internal evaluations. Rankings apply to the systems and configurations tested. LongMemEval-S cost and token reductions use a 116K-token full-context baseline. LoCoMo results and median latency measurements are reported separately.
Across compatible AI tools
Keep your knowledge connected across your AI tools.
Connect to custom MCPs
Link your own tools and data to expand what agents can do.


Markdown Quality Score
Makes sense of your information. Compiles scattered conversations, files, and updates into structured, source-linked knowledge.
- Markdown Quality Score
- Memory Worthiness Score
- Placement Fit Score
- Connection Resonance Score
- Re-entry Priority Score
Automatically turns knowledge into persistent, shared memory

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Have a question?
Can’t find what you need? Ask the team about benchmarks, tools, or post-training. We’ll reply with a clear answer.

![]()
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Have a question?
Can’t find what you need? Ask the team about benchmarks, tools, or post-training. We’ll reply with a clear answer.