Scored across 12 tools
Multiple tools appear to overlap in purpose, such as security_scan, secrets_scan, provenance_scan, and quality_check, all of which could be interpreted as scanning or checking code. Without detailed descriptions, an agent could easily misselect among these. Other tools like analyze and get_security_context also have ambiguous boundaries.
All names use snake_case consistently, but the pattern is mixed: some start with a verb (remediate, verify, get, generate, validate, learn), while others start with a noun (security_scan, secrets_scan, provenance_scan, quality_check). This inconsistency could confuse agents expecting a uniform verb_noun structure.
With 12 tools, the server is well within the typical 3-15 range for a security/quality scanning and remediation service. The count feels appropriate for the apparent scope, covering scanning, triage, fixing, and validation without being overwhelming.
The tool set covers a reasonable lifecycle for security scanning and remediation: scanning (security_scan, secrets_scan, provenance_scan, quality_check), analysis (analyze, get_security_context), triage (get_triage_suggestions, learn_triage), fixing (generate_fix, remediate), and validation (validate_code_change). Minor gaps like explicit reporting or configuration are not critical to the core workflow.