Start here: what belongs in Awesome Memory?

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Awesome Memory is accepting focused contributions across AI agent memory, LLM memory, cognitive architectures, neuroscience, and psychology.

Search the live catalog to explore 226 linked resources across all six collections. Queries and filters stay in the URL, so you can share the exact gap you found.

Use the architecture guide if you are starting with a design problem. It maps memory jobs to five implementation patterns, minimum controls, evaluation baselines, and direct catalog searches.

The collection is most useful when every entry answers three questions: What is it? Why does it belong? Where is the primary source?

The most valuable gaps right now

• linking 36 foundational human-memory papers to primary sources, split into newcomer-sized subsections
• memory benchmarks with a clear task, metric, and implementation
• maintained agent-memory projects with independently verifiable descriptions
• primary neuroscience or cognitive-science work that changes how computational memory is designed
• missing comparison dimensions across retrieval, formation, evolution, and forgetting
• broken, renamed, or archived resources already in the collection

How to contribute

• Claim a primary-source subsection
• Suggest one resource
• Report a broken or outdated entry
• Propose taxonomy changes in this discussion before opening a large pull request

For suggestions here, please keep one resource per reply and include its primary URL, why it is distinct, and any affiliation you have with it.

What is the highest-value resource or comparison this collection is currently missing?