sachitrafa/YourMemory

Overview

YourMemory is a Python library that implements agentic AI memory using Ebbinghaus forgetting curve decay to model how memories fade over time. It reports a 16 percentage point improvement in recall over Mem0 on the LoCoMo benchmark.

Best for

Best for
Developers building AI agents with persistent, time-decaying memory

Use cases

• Implementing long-term memory for AI agents
• Improving recall in conversational AI systems
• Creating context-aware agents with time-decaying memory

How to use

Install

pip install yourmemory

Tested with

Claude Code, Claude Desktop, Cursor, Windsurf, Cline, ChatGPT

Notes

YourMemory is a Python library that implements agentic AI memory using Ebbinghaus forgetting curve decay to model how memories fade over time. It reports a 16 percentage point improvement in recall over Mem0 on the LoCoMo benchmark.

232 stars on GitHub. Last updated 2026-05-30.

Use cases

• Implementing long-term memory for AI agents
• Improving recall in conversational AI systems
• Creating context-aware agents with time-decaying memory

Pros

• Achieves +16pp recall over Mem0 on LoCoMo
• Uses Ebbinghaus forgetting curve for realistic memory decay
• Open-source Python library with 232 GitHub stars

Cons

• Benchmark limited to LoCoMo dataset
• Requires additional integration work for production systems
• Small community compared to Mem0

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.