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Scored across 35 tools
Most tools have distinct purposes targeting specific resources (e.g., deploy_agents_ssh vs deploy_agents_winrm, get_flow_results vs get_flow_status), but some overlap exists between deployment tools (deploy_server, deploy_server_cloud, deploy_server_docker) which could cause confusion about when to use each. The descriptions help clarify, but the boundaries aren't perfectly clear.
All tools follow a consistent verb_noun naming pattern with snake_case throughout (e.g., cancel_flow, create_hunt, list_clients). There are no deviations in style or convention, making the set highly predictable and readable.
With 35 tools, the count feels heavy for a single server, though it covers a broad domain (Velociraptor deployment and management). While many tools are justified, the number could overwhelm agents and might benefit from consolidation or categorization.
The tool set provides comprehensive coverage for Velociraptor operations, including deployment (server and agents), artifact collection, client management, hunt orchestration, and administrative tasks. There are no obvious gaps; agents can perform full lifecycle management from setup to teardown.