superlocalmemory

41/100

⭐ 158 stars 🔀 21 forks 🔧 Python 📄 AGPL-3.0 🕐 2026-05-27

🤖 AI/MLagent-memoryagent-reliabilityai-agentsclaude-codecursorknowledge-graphllm-memorylocal-first

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

📊 Score Breakdown

Recency9/20

Documentation6/15

Tests4/10

Auth/Security4/10

Star Velocity6/15

Security Audit6/15

Install Docs6/15

Language: Python

⚡ Install

# Clone and install
git clone https://github.com/qualixar/superlocalmemory
cd superlocalmemory
npm install  # or: pip install -r requirements.txt

View on GitHub → 📖 README 🐛 Issues Browse All Servers

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About superlocalmemory — superlocalmemory is a 🤖 AI/ML MCP server with a quality score of 41/100 (D grade). It has ⭐158 GitHub stars, 🔀21 forks, and is written in Python. World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed.

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