SuperLocalMemory

Your AI Finally Remembers You
The only free, local-first AI memory system with universal architecture

🌐 Official Website • ⭐ Star on GitHub • ☕ Buy Me a Coffee • 💸 PayPal

SuperLocalMemory Features All SuperLocalMemory features at a glance: Dashboard, CLI, Live Events, Agents, Knowledge Graph

• Memory-Lifecycle — Memories automatically manage themselves
• Behavioral-Learning — Your AI learns from action outcomes
• Enterprise-Compliance — Access control, audit trails, retention policies
• Upgrading-to-v2.8 — Drop-in upgrade, full backward compatibility

SuperLocalMemory now learns your patterns and personalizes recall — all 100% locally. Adaptive ML ranking, workflow detection, and GDPR-compliant behavioral learning.

12 MCP tools | 7 skills | 6 resources | 2 prompts

• Learning System — How the three-layer learning architecture works
• Upgrading to v2.7 — Step-by-step upgrade guide

SuperLocalMemory is now production-hardened with trust enforcement, rate limiting, and accelerated graph building.

Feature	Benefit
Trust Enforcement	Agents with trust < 0.3 blocked from write/delete operations
Profile Isolation	Full sandboxing — no cross-profile data leakage
Rate Limiting	Protects against memory flooding from misbehaving agents
SSRF Protection	Webhook dispatcher validates URLs to prevent SSRF attacks
HNSW-Accelerated Graphs	Faster knowledge graph construction at scale
Hybrid Search Engine	Combined semantic + FTS5 + graph retrieval

v2.5 included: Real-time event stream, WAL-mode concurrent writes, agent tracking, memory provenance, 28 API endpoints.

Upgrade: npm install -g superlocalmemory@latest

Universal Architecture | Roadmap | Full Changelog

SuperLocalMemory is an intelligent ai memory system that makes AI assistants like Claude, Cursor, and other mcp-server compatible tools remember everything about you and your projects. Created by Varun Pratap Bhardwaj, this local-first memory solution is the perfect alternative to Mem0 and Zep. Unlike cloud-based alternatives like Mem0 (50ドル+/mo) or Zep (50ドル/mo), SuperLocalMemory is:

• 100% Local — Your data never leaves your machine
• 100% Free — No usage limits, no credit systems, forever
• 100% Private — GDPR/HIPAA compliant by default
• Works Everywhere — 17+ IDEs including Claude Desktop, Cursor IDE, Windsurf, VS Code, and more
• MCP Protocol — Native Model Context Protocol integration for 17+ IDEs

Live Events

Hybrid Search

Interactive Graph

CLI Demo

• Installation (1 min)
• Quick Start (2 min)
• Dashboard Tour (2 min)

Every Claude session:

You: "Remember that auth bug we fixed?"
Claude: "I don't have access to previous conversations..."
You: *sighs and re-explains everything*

# Save once
superlocalmemoryv2:remember "Fixed auth bug - JWT tokens expiring too fast"
# Recall forever
superlocalmemoryv2:recall "auth bug"
# ✓ Found: "Fixed auth bug - JWT tokens expiring too fast"

SuperLocalMemory is the ONLY solution with universal IDE support, full local operation, and zero cost. Created by Varun Pratap Bhardwaj as an open-source alternative to expensive cloud services.

# Mac/Linux
git clone https://github.com/varun369/SuperLocalMemoryV2.git
cd SuperLocalMemoryV2 && ./install.sh
# Windows
git clone https://github.com/varun369/SuperLocalMemoryV2.git
cd SuperLocalMemoryV2; .\install.ps1

That's it. No Docker. No API keys. No cloud accounts.

Full installation guide →

SuperLocalMemory implements cutting-edge 2026 research:

Note: PageIndex attribution corrected from "Meta AI" to VectifyAI (Mingtian Zhang et al., Sep 2025). "xMemory (Stanford)" was a non-existent paper reference and has been replaced with three published research papers: MemoryBank, MACLA, and Hindsight.

The only open-source implementation combining all these research approaches.

Created by Varun Pratap Bhardwaj — Solution Architect & Original Creator

GitHub

Building open-source tools that make AI assistants actually useful for developers. SuperLocalMemory v2.3.0 brings universal integration to 17+ IDEs while maintaining 100% local-first privacy.

If SuperLocalMemory saves you time:

• ⭐ Star on GitHub — helps others discover it
• ☕ Buy Me a Coffee — fuel development
• 💸 PayPal — direct support
• 💖 GitHub Sponsors — recurring support

100% local. 100% private. 100% yours.
Created by Varun Pratap Bhardwaj

🌐 Official Website: superlocalmemory.com 📦 NPM Package: npmjs.com/package/superlocalmemory 📖 Documentation: GitHub Wiki 💬 Support: GitHub Issues