MemoriLabs/Memori

SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems

90
/ 100
Verified

Automatically intercepts and persists LLM conversations to SQL, then intelligently retrieves relevant context on subsequent queries—achieving 81.95% accuracy on long-context tasks while reducing token usage to ~5% of full-context approaches. Integrates directly with OpenAI, Anthropic, and other LLM providers via SDK wrappers, plus hooks into OpenClaw agents and MCP-compatible tools (Claude Code, Cursor) without requiring code changes. Supports bring-your-own-database deployments for self-hosted setups alongside cloud-hosted options.

12,351 stars and 21,330 monthly downloads. Used by 1 other package. Actively maintained with 58 commits in the last 30 days. Available on PyPI.

Maintenance 25 / 25
Adoption 21 / 25
Maturity 24 / 25
Community 20 / 25

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Stars

12,351

Forks

1,112

Language

Python

License

Last pushed

Mar 13, 2026

Monthly downloads

21,330

Commits (30d)

58

Dependencies

9

Reverse dependents

1

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