SuperLocalMemory
Privacy-first memory for AI agents. Local storage, zero cloud dependency.
Why Memory Matters for Contracted Agents
Behavioral contracts defined by agentAssert enforce what an agent should do in a single session. But agents that operate across sessions, interact with multiple users, or collaborate in pipelines need something more: persistent, trustworthy memory.
SuperLocalMemory provides the memory layer that makes contracts meaningful over time. When an agent remembers past decisions, prior corrections, and context from earlier sessions, it can maintain compliance not just within a single interaction but across its entire operational lifecycle.
The key architectural decision: memory stays local. No cloud round-trips. No third-party data exposure. Your agent's memory lives where your data lives — on your machine, under your control.
Core Capabilities
Built for developer workflows. Designed for agent reliability.
Local-First Architecture
All memory stored in SQLite on your machine. No cloud services. No API calls for storage. Your data never leaves your infrastructure.
Multi-Agent Sharing
Multiple agents share a single memory store. Context flows across agent boundaries without data duplication or synchronization overhead.
4 IDE Integrations
Works natively with Claude Code, Cursor, ChatGPT, and Perplexity. Memory follows you across your development workflow.
Knowledge Graph
Interactive visualization of memory relationships. Explore how concepts, decisions, and context connect across your agent's history.
Privacy-Preserving
No telemetry. No analytics. No data leaves your machine unless you explicitly choose to export. Enterprise-grade data sovereignty.
Research-Backed
Published on arXiv with peer-reviewed foundations. Not a side project — a researched, tested, and documented memory system.
Memory + Contracts
How SuperLocalMemory and agentAssert work together.
agentAssert defines the contract
Behavioral boundaries, invariants, and recovery strategies are specified before the agent runs.
SLM persists session context
Every decision, correction, and context update is stored locally in the agent's memory graph.
Contracts reference memory
On subsequent sessions, the contract engine can reference past compliance history to make smarter enforcement decisions.
Continuous compliance
The agent maintains behavioral guarantees not just within a session, but across its entire operational lifecycle.
Get Started with SuperLocalMemory
Open source. Available on npm and PyPI. Documentation on the product site.