Most Downloaded AI Agent Skills — Security Analysis

Date: 2026-04-16 Source: ClawSearch Audited by ClawSec

The 50 most downloaded skills and their security status.

Rank Skill Author Downloads Verdict Risk
1 ⚠️ self-improving-agent pskoett 389,909 SUSPICIOUS 35%
2 ✅ summarize steipete 193,478 SAFE 15%
3 🔍 github unknown 157,814 UNAUDITED —
4 🔍 Gog unknown 155,912 UNAUDITED —
5 ✅ skill-vetter spclaudehome 136,628 SAFE 18%
6 ⚠️ ontology oswalpalash 125,502 SUSPICIOUS 45%
7 ✅ Multi Search Engine unknown 115,962 SAFE 22%
8 ⚠️ proactive-agent halthelobster 115,713 SUSPICIOUS 25%
9 🔍 polymarket-trade joelchance 111,866 UNAUDITED —
10 ✅ weather steipete 107,611 SAFE 15%
11 ⚠️ self-improving ivangdavila 101,199 SUSPICIOUS 38%
12 ⚠️ Nano Pdf unknown 90,943 SUSPICIOUS 35%
13 ✅ agent-browser-clawdbot unknown 88,097 SAFE 28%
14 🔍 admapix fly0pants 80,775 UNAUDITED —
15 🔍 Baidu Search unknown 78,828 UNAUDITED —
16 ✅ sonoscli unknown 77,738 SAFE 15%
17 ⚠️ notion unknown 76,847 SUSPICIOUS 28%
18 🔍 prismfy-search uroboros1205 76,503 UNAUDITED —
19 ⚠️ pollyreach pollyreach 71,028 SUSPICIOUS 38%
20 🔍 skill-creator chindden 70,868 UNAUDITED —
21 ⚠️ adclaw fly0pants 65,473 SUSPICIOUS 35%
22 ⚠️ nano-banana-pro steipete 61,917 SUSPICIOUS 42%
23 ✅ obsidian steipete 60,505 SAFE 18%
24 ⚠️ free-ride shaivpidadi 56,690 SUSPICIOUS 42%
25 ✅ Mcporter unknown 56,070 SAFE 22%
26 ✅ openai-whisper steipete 53,670 SAFE 8%
27 ⚠️ auto-updater maximeprades 53,613 SUSPICIOUS 42%
28 ✅ openclaw-tavily-search jacky1n7 52,760 SAFE 15%
29 ⚠️ elite-longterm-memory unknown 51,343 SUSPICIOUS 48%
30 ⚠️ Brave Search unknown 50,541 SUSPICIOUS 55%
31 ✅ automation-workflows jk-0001 48,725 SAFE 15%
32 ⚠️ freeride-ai shaivpidadi 44,232 SUSPICIOUS 38%
33 🔍 imap-smtp-email gzlicanyi 38,335 UNAUDITED —
34 ⚠️ stock-analysis udiedrichsen 36,674 SUSPICIOUS 52%
35 🔍 browser-use shawnpana 36,307 UNAUDITED —
36 ✅ Tavily Search unknown 35,781 SAFE 22%
37 🔍 memory-setup unknown 35,507 UNAUDITED —
38 🔍 browser-automation unknown 35,309 UNAUDITED —
39 ⚠️ desktop-control matagul 35,107 SUSPICIOUS 62%
40 🔍 byterover byteroverinc 35,033 UNAUDITED —
41 ⚠️ playwright-mcp unknown 34,984 SUSPICIOUS 28%
42 ✅ markdown-converter unknown 34,640 SAFE 10%
43 ✅ youtube-watcher michaelgathara 34,125 SAFE 15%
44 🔍 xiucheng-self-improving-agent xiucheng 32,348 UNAUDITED —
45 🚨 humanize-ai-text moltbro 32,323 MALICIOUS 85%
46 🔍 skillscan tokauthai 31,464 UNAUDITED —
47 ⚠️ video-frames steipete 31,303 SUSPICIOUS 34%
48 ⚠️ skill-finder-cn guohongbin-git 31,122 SUSPICIOUS 45%
49 ✅ clawddocs nicholasspisak 31,071 SAFE 12%
50 ❓ xiaohongshu-mcp pxfeng 31,013 UNKNOWN 15%

Key Takeaways

  • 36 of top 50 have been audited, 14 pending
  • 1 malicious skills found among the most downloaded — high impact risk
  • Top skill has 389,909 downloads

ClawSec | ClawSearch | npx clawsearch-guard <skill>