memory-recall
zilliztech/memsearchSkill
Search and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge -- especially questions like 'what did I decide about X', 'why did we do Y', or 'have I seen this before'. Also use when you see `[memsearch] Recall available if needed` capability hints injected via SessionStart or UserPromptSubmit. Typical flow: search for 3-5 chunks, expand the most relevant, optionally deep-drill into original transcripts via the anchor format. Skip when the qu
Why this score
This repo hosts 10 skills, so its 2,762 stars are split between them (about 276 each) for scoring.
Popularity score: 73/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit 2e6412492013, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onememory-recall zilliztech/memsearch · Skill | 73 | ★ 2.8k | ≈154 always | 16d ago |
| beacon-memory-recall Asymptote-Labs/agent-beacon · Skill Both about recall and memory | 71 | ★ 1.8k | ≈112 always | 16d ago |
| recall docmancer/docmancer · Skill Both about recall and memory | 51 | ★ 131 | ≈14 always | 3mo ago |
| memory HKUDS/nanobot · Skill Both about memory and past | 89 | ★ 49k | ≈15 always | 16d ago |
| Synap Memory maximem-ai/maximem_synap_sdk · MCP server Both about memory and recall | 59 | ★ 78 | not measured | today |
| cortex-recall cdeust/Cortex · Skill Both about recall and seen | 59 | ★ 75 | ≈112 always | 18d ago |