Most Downloaded AI Agent Skills — Security Analysis

Date: 2026-04-21 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 161,337 UNAUDITED —
4 🔍 Gog unknown 159,343 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 🔍 humanizer biostartechnology 93,575 UNAUDITED —
13 ✅ agent-browser-clawdbot unknown 93,346 SAFE 28%
14 ⚠️ nano-pdf unknown 93,306 SUSPICIOUS 35%
15 🔍 admapix unknown 81,230 UNAUDITED —
16 🔍 Baidu web search unknown 80,169 UNAUDITED —
17 ✅ sonoscli unknown 78,825 SAFE 15%
18 ⚠️ notion unknown 78,318 SUSPICIOUS 28%
19 🔍 prismfy-search uroboros1205 77,163 UNAUDITED —
20 🔍 skillscan tokauthai 75,219 UNAUDITED —
21 ⚠️ pollyreach pollyreach 71,028 SUSPICIOUS 38%
22 🔍 skill-creator chindden 70,868 UNAUDITED —
23 🔍 api-gateway unknown 70,208 UNAUDITED —
24 ⚠️ adclaw fly0pants 65,473 SUSPICIOUS 35%
25 ⚠️ nano-banana-pro steipete 61,917 SUSPICIOUS 42%
26 ✅ obsidian steipete 60,505 SAFE 18%
27 ✅ mcporter unknown 57,378 SAFE 22%
28 ⚠️ free-ride shaivpidadi 57,244 SUSPICIOUS 42%
29 ✅ openai-whisper steipete 53,670 SAFE 8%
30 ⚠️ auto-updater maximeprades 53,613 SUSPICIOUS 42%
31 ✅ openclaw-tavily-search jacky1n7 52,760 SAFE 15%
32 ⚠️ elite-longterm-memory unknown 52,722 SUSPICIOUS 48%
33 ⚠️ Brave Search unknown 50,541 SUSPICIOUS 55%
34 ✅ automation-workflows jk-0001 48,725 SAFE 15%
35 ⚠️ freeride-ai shaivpidadi 44,232 SUSPICIOUS 38%
36 🔍 imap-smtp-email unknown 39,579 UNAUDITED —
37 ✅ liang-tavily-search unknown 37,541 SAFE 22%
38 🔍 browser-use unknown 37,233 UNAUDITED —
39 ⚠️ stock-analysis udiedrichsen 36,674 SUSPICIOUS 52%
40 🔍 memory-setup unknown 36,467 UNAUDITED —
41 🔍 browser-automation unknown 36,414 UNAUDITED —
42 ⚠️ playwright-mcp unknown 36,060 SUSPICIOUS 28%
43 ✅ markdown-converter unknown 35,452 SAFE 10%
44 ⚠️ desktop-control matagul 35,107 SUSPICIOUS 62%
45 🔍 byterover byteroverinc 35,033 UNAUDITED —
46 ✅ youtube-watcher michaelgathara 34,125 SAFE 15%
47 🔍 proactive-agent-lite bestrocky 33,985 UNAUDITED —
48 🔍 xiucheng-self-improving-agent xiucheng 32,348 UNAUDITED —
49 🚨 humanize-ai-text moltbro 32,323 MALICIOUS 85%
50 ❓ xiaohongshu-mcp pxfeng 31,736 UNKNOWN 15%

Key Takeaways

  • 33 of top 50 have been audited, 17 pending
  • 1 malicious skills found among the most downloaded — high impact risk
  • Top skill has 389,909 downloads

ClawSec | ClawSearch | npx clawsearch-guard <skill>