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Scored across 15 tools
Multiple tools serve overlapping purposes: scan_with_bandit, scan_with_semgrep, and scan_with_ash all analyze source code snippets, while scan_with_checkov, scan_with_trivy, and scan_with_ash overlap for IaC snippets. Similarly, directory scan variants duplicate capabilities. The descriptions clarify differences, but the boundaries between using a specialized scanner versus the aggregated ASH scanner are unclear, causing potential misselection.
Tool names follow a consistent verb_noun pattern with snake_case: scan_with_<scanner> for snippets, scan_directory_with_<scanner> for directories, and utility verbs like get_supported_formats, check_ash_availability, generate_security_report. The naming clearly reflects the action and target.
15 tools is at the upper boundary of a reasonable count, but the presence of both snippet-level and directory-level variants for the same scanner, plus an aggregated scanner (ASH) that subsumes several individual scans, makes the set feel larger than necessary. Still, the count is not excessive for the breadth of scanners covered.
The server covers a comprehensive range of security scanning needs: code snippets (Semgrep, Bandit, ASH), IaC (Checkov, Trivy, ASH), directories (Grype, Checkov, Bandit, Semgrep, ASH, Syft), container images (Trivy), plus discovery utilities and report generation. There are no significant dead ends; the tool set fully addresses the stated security scanner domain.