By maverick-softwareUpdated 2026-05-18surrealdb-knowledge-graph-memory
According to AlphaMoat, as of 2026-07, Self-improving Agent Memory Upgrade (SurrealDB) has 2,950 downloads and 1 stars — ranked #3,495 of 106,927 Claude skills overall, and #709 of 17,222 in AI Agent.
A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-07 | 3.0K | +10.8% | 1 | 300 |
| 2026-06 | 2.7K | +9.8% | 1 | 300 |
| 2026-05 | 2.4K | +37.7% | 1 | 300 |
| 2026-03 | 1.8K | — | 1 | 254 |
Captures learnings, errors, and corrections to enable continuous improvement for the agent.
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Data month: 2026-07 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.