testflight-mcp
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TDQS
Scored across 51 tools
Most tools have clearly distinct resource+action targets (list_builds vs get_build, get_screenshot_feedback vs get_crash_feedback, the update_app/update_app_info/update_app_info_localization trio). A few minor overlaps exist, e.g. list_beta_testers is filterable by group while list_group_testers lists a group's testers, and get_build vs get_build_status both surface distribution state, but descriptions give enough signal to pick correctly in most cases.
Consistent snake_case verb_noun pattern throughout: list_*, get_*, create_*, update_*, download_*, upload_*. Even specialized tools (update_age_rating_declaration, create_analytics_report_request) follow the same convention. No mixing of styles.
51 tools is very heavy for a single server, exceeding comfortable agent selection limits. The domain is genuinely broad (TestFlight, App Store versions, analytics, finance, Xcode Cloud, certificates, provisioning), but the sheer count risks selection errors and suggests the surface could be split.
Very thorough coverage across builds, feedback, analytics, reports, certificates, profiles, Xcode Cloud and App Store metadata, with both read and write operations for listings. Notable gap: no lifecycle management for testers/beta groups (only list operations, no create/invite/remove), which limits end-to-end TestFlight workflows.