Memory stores & recall

The top-rated launch-quality Memory stores & recall skill for AI agents is superlocalmemory (grade A), followed by clawiser and claude-memory-kit. Skillspace rates 1,916 Memory stores & recall skills; 311 are launch-quality.

Operate a durable memory or knowledge store for the agent — save facts, decisions, preferences and profiles, retrieve them when relevant, and keep the store healthy through consolidation, pruning, index repair, import and coverage checks.

Launch-quality skills first, then by grade, then by our Skill Score, which adds judge reviews, test results, GitHub stars and adoption.

  1. superlocalmemory A
  2. clawiser A
  3. claude-memory-kit A
  4. memory-management B
  5. retrieval-stinger B
  6. persistent-notes B
  7. claude-memory-kit B
  8. ai-memory B
  9. ha-data-stores B
  10. autocontext-consumer B
  11. autocontext-creator B
  12. user-profile-keeper B
  13. atomicmemory-cli B
  14. im-wiki-extractor B
  15. qmd-knowledge B
  16. lucid-dreamer B
  17. memcord B
  18. ultron B
  19. memverse-memory B
  20. chat-history-import B
  21. alive-project B
  22. alive-prune B
  23. alive-health B
  24. alive-stash-router B
  25. agent-memory-implementation B

Frequently asked questions

What is the best Memory stores & recall skill for AI agents?

The top-rated launch-quality Memory stores & recall skill for AI agents is superlocalmemory (grade A), followed by clawiser and claude-memory-kit. Skillspace rates 1,916 Memory stores & recall skills; 311 are launch-quality.

How does Skillspace rate Memory stores & recall skills?

Skillspace grades every Memory stores & recall skill from A to F with a published scoring engine that reads the skill's SKILL.md: architecture and maturity make the score, and a security scan can cap it. In crowded categories, a judge model also compares the strongest contenders side by side, and some skills are tested head-to-head on real tasks against other skills in the same category (including a deliberately weak one) and a no-skill baseline. Launch-quality skills are graded A to C with a clean safety verdict, and not excluded by a quality filter: the filters catch skills our model's safety screen flags for prompt injection, guardrail bypass, harmful content or credential exposure; test fixtures and attack benchmarks; skills written only for the repository they live in; templates and stubs; and near-duplicate variants and copies of other skills. Ratings were last updated on 24 September 2026; the full method is on the methodology page.

Are Memory stores & recall skills safe to install?

Of the 1,916 Memory stores & recall skills Skillspace rates, 1,816 passed its safety scan with no flag from its model, and 100 are flagged: 25 for review, 47 as risky, 24 as unsafe, 1 as an attack benchmark and 3 as test fixtures. Each skill's page shows its safety verdict. A pass is not a guarantee: the scan reads only the skill's SKILL.md, not the scripts or other files it ships, and looks for patterns such as piping a remote script into a shell, reading credentials or hiding actions from the user. Skills are third-party code that Skillspace indexes but does not host or endorse, so read a skill's source on GitHub before you install it.

Skillspace indexes and rates skills; it does not host or endorse them. Run third-party skills at your own risk.