SuperLocalMemory

SuperLocalMemory is an open-source, local-first governed memory control plane that provides shared memory for AI agents and teams.

SuperLocalMemory serves as a local memory brain for AI agents such as Claude Code, Codex, Cursor, and Copilot. It operates on your machine, storing decisions, documents, screenshots, and PDFs for precise recall without relying on cloud accounts or API keys for core functions. The system uses a small local text model for searching and an on-device model for processing images and documents, maintaining data privacy. It supports multi-agent collaboration and synchronization through mesh networking while enforcing governance, audits, and time-aware tracking. Users can install it via npm, pip, or agent prompts, with cross-platform support for macOS, Windows, and Linux.

SuperLocalMemory at a glance

Best for: Software engineer, Product manager
Runs on: macOS, Windows, Linux, API, CLI, self-hosted, open source
Pricing: Free
Released: October 2026
Category: AI agent tool
Website: github.com/qualixar/superlocalmemory

Key features

Refuses to bluff when answers are missing
On-device processing for pictures and documents
Hash-chained audit trails and admission checks
Time-aware memory tracking and fading
Cross-agent mesh communication
Automated memory health checks
Layered recall with token budget limits

Use it for

Share memory across multiple AI coding agents
Search screenshots and PDFs using text descriptions
Govern team data access with role permissions
Sync sessions between local agents and web bots

Alternatives to SuperLocalMemory

Supermemory — Integrates long-term memory into AI coding agents with a single prompt.
AgentMemory — It runs locally with zero external databases and achieves high retrieval recall.
LongMemory — Provides immutable, temporal, and governed recall instead of simple vector retrieval.
MemPalace — Achieves high recall with local-first storage and zero API calls.
memU — It gives every connected agent a shared and inspectable memory layer.
Mnemosyne — It provides sub-millisecond memory access with no external service costs.
claude-mem — It shares persistent, searchable agent memory across sessions and devices.
Agentmemoryrepo — Enables agents to navigate memories like a wiki and share knowledge across sessions.
Adaptive Agent Memory Research — It decides what to remember based on measured future utility rather than query similarity.
Memori — Reduces LLM token usage and spend by over 97% with targeted recall.
MemOS — It delivers ultra-persistent memory, hybrid-retrieval, and token savings.
Graphmemory — Provides bitemporal facts and a six-variable importance and decay model.

All SuperLocalMemory alternatives