SuperLocalMemory
The governed memory brain for every AI agent.
30 followers
The governed memory brain for every AI agent.
30 followers
SuperLocalMemory is one local-first memory brain for every AI agent. Claude Code, Codex, Cursor, ChatGPT and any MCP or CLI agent share the same governed memory. Instead of guessing, recall tells you whether a memory answers the question, is only related, or is missing. It remembers pictures and PDFs, tracks when each fact was true and which agent wrote it, and enforces profiles, roles, an audit trail and verified erasure. The core runs on your machine. Open source, AGPL-3.0.
This is the 2nd launch from SuperLocalMemory. View more
SuperLocalMemory
Launching today
The relaunch of SuperLocalMemory, rebuilt from the ground up and backed by four arXiv papers. One local-first memory brain for Claude Code, Codex, Cursor, ChatGPT and any MCP or CLI agent. It never bluffs: recall says supported, related or no answer, checked by Laya on your Mac or Jev online. Find pictures and PDFs by describing them, with Google’s EmbeddingGemma 2. Governed, mesh-connected, AGPL-3.0. Built by Qualixar, the AI Reliability Engineering lab behind 10 open-source products.
Free
Launch Team / Built With
The distinction between a related memory and one that actually answers the question is the part that stood out to me. Returning 'no answer' seems much more useful than passing a vaguely relevant fact to the next agent.
@oleksii_sekundant Thanks, that’s exactly the failure I kept hitting. One agent saves a half-related note, the next one treats it as fact, and the error compounds down the chain. So recall now hands back the closest memories separately, labelled as related, and only marks something as an answer when a stored memory actually supports it. With several agents sharing one memory, that label travels with the handoff.
I have seen the code, read the papers, this software is truly underrated. Performs better than most highly starred (github) memory repository. It's not based on somw glorified heuristic or strategy. Memory is stored in facts, facts are ranked appropriately, recency and relevan e is respected, old memories are forgotten. Wishing this launch its deserved success.