From OpenClaw to Claude Code to Cursor to whatever's next, your own memory travels with you, not trapped in one tool.
Windows or npm?
Check the docs
Memory that thinks and scales
Memory that curates into a
knowledge tree system
ByteRover applies stateful memory curation and a hierachical tree structure of the memory with natural language format, allowing both agents and humans to reason and manage as a knowledge system.
Learn about ByteRover’s curate →
92.2% retrieval accuracy.
Best on the market
ByteRover replaces vector-based memory with a tiered file-search retrieval pipeline, from fuzzy text → deeper LLM-driven search for higher precision.
Read the benchmark →
Local-first.
Portable when you're ready
Everything runs on your machine by default. When you need it elsewhere - another machine, a teammate, a different agent setup -push to ByteRover's cloud. Version-controlled, editable.
Learn about memory workspace →
Memory shared across OpenClaw agents
With ByteRover, all of your OpenClaw agents will operate with a persistent, hierarchically structured, and shared memory.
Explore OpenClaw setup →
Works with any model, any provider
You can power ByteRover with your own LLM using API key, leveraging your own existing agentic stack where you have full control over model choices, cost and observability.
Quick start in 4 steps
SET UP
2. SAVE
/curate a memory
3. RETRIEVE
/query it back
4. OPTIONAL
/push to cloud
Runs locally by default. No account, no cloud, no telemetry. Push to cloud only when you want to.
Already have a memory system? Bring it
From markdown
(MEMORY.md, QMD, any text files)
ByteRover reasons through your files and organizes them into a queryable knowledge tree. Keep your existing system running alongside if you want.
See the full migration guide →
Recent technical updates
Benchmark: ByteRover 2.0 Scores 92.2% on LoCoMo, Rewriting the LoCoMo Leaderboard
A fundamentally better architecture. Version 2.0 doesn't just improve on ByteRover 1.x. ByteRover CLI 2.0 outperforms every major memory system to claim the top spot on the industry's toughest long-term memory benchmark.
Read more →
Introducing stateful memory system
for OpenClaw
Adding memory curation capability to OpenClaw with fully local support, and memory portability on cloud.
Read more →
Building memory architecture for
autonomous agents
Curation, tree structure, agenticsearch in our core architecture that enables highest retrieval accuracy on the market.
Read more →