Most Downloaded AI Agent Skills — Security Analysis

Date: 2026-04-22 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 162,098 UNAUDITED —
4 🔍 Gog unknown 160,029 UNAUDITED —
5 ✅ skill-vetter spclaudehome 136,628 SAFE 18%
6 ⚠️ ontology oswalpalash 125,502 SUSPICIOUS 45%
7 ✅ multi-search-engine gpyangyoujun 119,870 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 ✅ agent-browser-clawdbot unknown 94,448 SAFE 28%
13 ⚠️ nano-pdf unknown 93,780 SUSPICIOUS 35%
14 🔍 admapix unknown 91,334 UNAUDITED —
15 🔍 baidu-search unknown 80,413 UNAUDITED —
16 ✅ sonoscli unknown 78,950 SAFE 15%
17 ⚠️ notion unknown 78,646 SUSPICIOUS 28%
18 🔍 prismfy-search uroboros1205 77,163 UNAUDITED —
19 🔍 skillscan tokauthai 75,219 UNAUDITED —
20 ⚠️ pollyreach pollyreach 71,028 SUSPICIOUS 38%
21 🔍 skill-creator chindden 70,868 UNAUDITED —
22 🔍 api-gateway unknown 70,512 UNAUDITED —
23 ⚠️ adclaw fly0pants 65,473 SUSPICIOUS 35%
24 ⚠️ nano-banana-pro steipete 61,917 SUSPICIOUS 42%
25 ✅ obsidian steipete 60,505 SAFE 18%
26 ✅ mcporter unknown 57,626 SAFE 22%
27 ⚠️ free-ride shaivpidadi 57,244 SUSPICIOUS 42%
28 ✅ openai-whisper steipete 53,670 SAFE 8%
29 ⚠️ auto-updater maximeprades 53,613 SUSPICIOUS 42%
30 ⚠️ elite-longterm-memory unknown 52,992 SUSPICIOUS 48%
31 ✅ openclaw-tavily-search jacky1n7 52,760 SAFE 15%
32 ⚠️ Brave Search unknown 50,541 SUSPICIOUS 55%
33 ✅ automation-workflows jk-0001 48,725 SAFE 15%
34 ⚠️ freeride-ai shaivpidadi 44,232 SUSPICIOUS 38%
35 🔍 imap-smtp-email unknown 39,848 UNAUDITED —
36 ✅ liang-tavily-search unknown 37,906 SAFE 22%
37 🔍 browser-use unknown 37,407 UNAUDITED —
38 🔍 memory-setup unknown 36,689 UNAUDITED —
39 ⚠️ stock-analysis udiedrichsen 36,674 SUSPICIOUS 52%
40 🔍 browser-automation unknown 36,654 UNAUDITED —
41 ⚠️ playwright-mcp unknown 36,279 SUSPICIOUS 28%
42 ✅ markdown-converter unknown 35,633 SAFE 10%
43 ⚠️ desktop-control matagul 35,107 SUSPICIOUS 62%
44 🔍 byterover byteroverinc 35,033 UNAUDITED —
45 ✅ youtube-watcher michaelgathara 34,125 SAFE 15%
46 🔍 xiucheng-self-improving-agent xiucheng 32,348 UNAUDITED —
47 🚨 humanize-ai-text moltbro 32,323 MALICIOUS 85%
48 ❓ xiaohongshu-mcp pxfeng 31,870 UNKNOWN 15%
49 ⚠️ video-frames steipete 31,303 SUSPICIOUS 34%
50 ⚠️ skill-finder-cn guohongbin-git 31,122 SUSPICIOUS 45%

Key Takeaways

  • 35 of top 50 have been audited, 15 pending
  • 1 malicious skills found among the most downloaded — high impact risk
  • Top skill has 389,909 downloads

ClawSec | ClawSearch | npx clawsearch-guard <skill>