FluxSocial

Tools target distinct lifecycle stages (generate, preview, retrieve, post, schedule, cancel, check) and descriptions clarify the differences well. Minor overlap exists between the similarly named check_post_status and check_video_status, and between get_content/check_post_status, but purposes remain distinguishable.

Every tool follows a clean snake_case verb_noun pattern (generate_content, schedule_content, list_accounts, check_video_status, cancel_scheduled_post). No mixing of conventions or vague standalone verbs.

15 tools sit at the top of the ideal 3-15 range and each earns its place, covering generation, cost preview, publishing, scheduling, and status across text/image/video. No redundant or filler tools apparent.

Core content lifecycle (generate -> image/video -> post/schedule -> cancel -> check) is well covered, including credits and optimal timing. Minor gaps exist: no way to list scheduled posts or browse previously generated suggestions (get_content requires an ID), and no edit/update for scheduled posts, only cancel.