I made kioku-mesh, which shares long-term memory for AI agents across multiple PCs and across multiple agents. kioku (記憶) means memory in Japanese.

I built kioku-mesh because I often work across my home PC and office PC over a VPN. A common pain for me was that I would do some development work on one machine, then continue on another machine, but the agent on the second machine had no memory of the previous context. I also found it painful that I could not easily remember when and why certain decisions were made. Another frustration was when I split work among multiple agents, for example one agent coding and another agent reviewing. The secondary agent often had to read the whole folder again from scratch, which made the workflow feel slow.

There are already tools that give long-term memory to AI agents, but many of them either require SaaS or are limited to one local machine. I wanted something that could be shared across my own PCs while still staying inside my LAN/VPN.

kioku-mesh uses Zenoh for the mesh. Zenoh + RocksDB acts as the source of truth, so when I add a new PC to the mesh, it can read memories that were saved on the other machines.

Install: