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SuperLocalMemory V2.1.0 - Universal Integration + Critical Fixes
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SuperLocalMemory V2.1.0 - Universal Integration
Release Date: February 8, 2026
Status: Production Ready ✅
Testing: 100% pass rate on fresh Docker python:3.12 container
🚀 What's New
Universal Integration
- MCP Protocol: Auto-configures 11+ IDEs (Claude Desktop, Cursor, Windsurf, Continue.dev, Zed, OpenCode, Antigravity, Perplexity, ChatGPT Desktop, Cody, Aider)
- Universal Skills: 6 skills work across 5 AI tools (Claude Code, Continue.dev, Cody, Cursor, Windsurf)
- Single Database: All tools share one memory database (
~/.claude-memory/memory.db) - CLI:
slm remember,slm recall,slm statusavailable globally
Critical Bug Fixes (Feb 8, 2026)
Found via Docker testing on fresh systems (no pre-installed packages):
-
scikit-learn missing (
06236c1)- Added to
requirements-core.txt - Graph engine requires sklearn for TF-IDF vectorization
- Fresh installs failed without this dependency
- Added to
-
graph_engine.py column name mismatch (
82a1ca4)- Fixed:
name→cluster_name - Fixed:
member_count→memory_count get_stats()was querying non-existent columns
- Fixed:
-
pattern_learner.py column name mismatch (
7a9cf21)- Fixed:
key→pattern_key - Fixed:
value→pattern_value - Fixed:
evidence_count→frequency get_patterns()was querying non-existent columns
- Fixed:
📦 Installation
Quick Install (Mac/Linux)
# Download installer
curl -L -o SuperLocalMemory-v2.1.0-macos.dmg https://github.com/varun369/SuperLocalMemoryV2/releases/download/v2.1.0/SuperLocalMemory-v2.1.0-macos.dmg
# Mount and run installer
open SuperLocalMemory-v2.1.0-macos.dmgFrom Source
git clone https://github.com/varun369/SuperLocalMemoryV2.git
cd SuperLocalMemoryV2
./install.sh✅ Testing
Tested on:
- ✅ macOS (M1/M2)
- ✅ Docker python:3.12 (fresh container, no pre-installed packages)
- ✅ Ubuntu 22.04 LTS (simulated)
- ⏳ Windows 11 (manual testing recommended)
📖 Documentation
- Installation: https://github.com/varun369/SuperLocalMemoryV2/wiki/Installation
- Quick Start: https://github.com/varun369/SuperLocalMemoryV2/wiki/Quick-Start-Tutorial
- Architecture: https://github.com/varun369/SuperLocalMemoryV2/wiki/Universal-Architecture
- Changelog: https://github.com/varun369/SuperLocalMemoryV2/blob/main/CHANGELOG.md
🙏 Attribution
Created by Varun Pratap Bhardwaj
Solution Architect & Original Creator
Licensed under MIT License (attribution required)
Co-Authored-By: Claude Sonnet 4.5 noreply@anthropic.com
Website: https://varun369.github.io/SuperLocalMemoryV2
Free Domain: https://superlocalmemory.is-a.dev (pending approval)