firecrawl-search Security Audit Report
firecrawl-search is an AI agent skill, created by ashwingupy and published at openclaw/skills. ClawSecure audited firecrawl-search across 6 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 60/100 (Medium Risk). The 9 findings concentrate in Data Exfiltration, Policy Violation and Unauthorized Tool Use, including Pattern detected: import urllib.request and Pattern detected: import urllib.request. None were rated high or critical severity.
Is firecrawl-search safe?
ClawSecure audited firecrawl-search and assigned a security score of 60/100 (Medium Risk), identifying 9 findings across Data Exfiltration and Policy Violation. Review the findings below before installing.
What did ClawSecure find in firecrawl-search?
ClawSecure identified 9 findings in firecrawl-search, concentrated in Data Exfiltration, Policy Violation and Unauthorized Tool Use. The most severe include Pattern detected: import urllib.request and Pattern detected: import urllib.request.
How was firecrawl-search audited?
ClawSecure ran firecrawl-search through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 6 files from openclaw/skills.
What does a score of 60 mean?
ClawSecure assigned firecrawl-search a security score of 60/100, placing it in the Medium Risk range. This reflects 9 findings led by Data Exfiltration that warrant review before production use. ClawSecure derives this score with a weighted deduction model (critical -20, high -10, medium -5, low -2 from a base of 100).
Audit Findings for firecrawl-search
ClawSecure detected 9 security findings in firecrawl-search, spanning Data Exfiltration, Policy Violation, Unauthorized Tool Use and Permissions Manifest.
- medium · Pattern detected: import urllib.request. Data Exfiltration finding detected in
scripts/search.py:7. - medium · Pattern detected: import urllib.request. Data Exfiltration finding detected in
scripts/scrape.py:7. - medium · Pattern detected: import urllib.request. Data Exfiltration finding detected in
scripts/crawl.py:8. - medium · Skill code uses network libraries but doesn't declare network.... Unauthorized Tool Use finding.
- medium · Script iterates through environment variables in.... Data Exfiltration finding detected in
/tmp/url-scans/c15a9b4e104c0356/scripts/search.py. - medium · Script iterates through environment variables in.... Data Exfiltration finding detected in
/tmp/url-scans/c15a9b4e104c0356/scripts/scrape.py. - medium · Script iterates through environment variables in.... Data Exfiltration finding detected in
/tmp/url-scans/c15a9b4e104c0356/scripts/crawl.py. - medium · Missing config.json - agent may not be properly configured. Permissions Manifest finding.
- info · Skill manifest does not include a 'license' field. Specifying a license.... Policy Violation finding detected in
SKILL.md.
Each finding is expandable in the interactive list below.
3-Layer Audit Protocol
Security Recommendations for firecrawl-search
Audit external network connections
Resolve policy violations
Add a config.json permissions manifest
Related Security Research
ClawHavoc Explained: The Malware Family Targeting AI Agents→Beyond Static Scans: Why ClawSecure Verifies Agentic Intent→Related AI Agent Security Audits
Scanned on February 7, 2026. firecrawl-search is one of thousands of agents audited by ClawSecure from the community-curated awesome-openclaw-skills list and the openclaw/skills repository.