Licensy

Each tool has a distinct purpose: bulk_verify for batch checks, verify_license for single detailed, get_license_status for minimal status, get_license_history for retroactive queries, list_physician_licenses for multi-state overview, search_disciplinary_actions for sanctions, get_screenshot_url for audit evidence, and subscribe_to_changes/unsubscribe for webhook management. Overlaps are clearly delineated by use case and input/output differences.

All tool names follow a consistent verb_noun pattern: get_*, list_*, search_*, subscribe_to_changes, unsubscribe, bulk_verify. The naming is predictable and intuitive, making it easy for an agent to infer functionality from the name alone.

With 9 tools, the set is well-scoped for medical license verification. Each tool serves a necessary function without redundancy, covering single queries, bulk operations, historical lookups, disciplinary searches, audit evidence, and webhook subscriptions. The count feels neither sparse nor bloated.

The tool surface comprehensively covers the core workflows: verifying current status (single and bulk), historical verification, listing all licenses, disciplinary actions, audit-grade screenshots, and change notifications. No obvious gaps exist for the server's stated purpose of license verification and monitoring.