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Scored across 37 tools
The tool set has many distinct operations, but several boundaries are blurry: air_get_assessment_report vs air_get_assessment_summary, air_start_assessment vs air_create_assessment_draft vs air_retry_assessment, and the high-level pipeline tools vs the individual start/wait/report tools. The detailed descriptions help, but an agent can still plausibly choose the wrong assessment or document tool for a given workflow.
All tools use a consistent air_ prefix and snake_case naming. The dominant pattern is verb_noun, with predictable sub-patterns for phased operations such as air_upload_document_init/complete and air_signup_send_code/verify_code.
At 37 tools, the set is well beyond the typical 3-15 range. The platform is broad, but there are many convenience and orchestration tools that overlap with lower-level tools, making the surface feel heavy rather than tightly scoped.
The server covers the core AIR assessment lifecycle well: domains, projects, document upload, artifacts, assessments, reports, facts, decisions, credits, and account/signup flows. Some lifecycle gaps remain, such as no update/delete for projects or documents and no assessment cancellation, but these are minor and workable for most agent workflows.