Hyperhuman Agent Workspace

Generates an AI training program using team workouts. Use when the user wants to create a multi-week program from their workout library.

generate_program

Generates an AI exercise video from a trainer photo (CloneMotion). Use when the user wants to create exercise videos without filming. Before calling, ensure you have the target exercise and image source (upload URL or saved trainer image ID); optionally ask for specific video requirements. Accepts trainer_image_url (HTTP URL or data:image/... base64) or trainer_image_id from Workout Defaults.

generate_video_clip

Generates an AI workout via Content API. Use when the user wants to create a personalized workout on-the-fly. Returns workout structure (not persisted to team library by default).

generate_workout

Returns API key usage statistics for the current user's team. Use when the user asks about API usage, request counts, or rate limits.

get_api_usage_stats

Returns dashboard summary: latest created workouts with stats and ready-to-download items. Use when the user asks about dashboard, recent workouts, or content ready for download.

get_dashboard_summary

Returns static copy-paste code templates for embed iframes, custom player JavaScript, or Content API cURL snippets. All samples contain only placeholder values (YOUR_ORG_ID, YOUR_API_KEY) — no real credentials are fetched or transmitted. Defaults sample_type to embed_prebuilt when omitted. Primary tool when the user asks for embed code, iframe HTML, or API snippet examples. Not for integration strategy or step-by-step plans (use get_integration_plan).

get_embed_code_samples

Returns an integration strategy and step-by-step plan for Hyperhuman workouts: embed (iframe), stream videos (VOD export), or custom player (API + HLS). Use when the user asks how to integrate Hyperhuman or what integration options exist. Pass platform (web/mobile/hardware/cms) and use_case (mvp, ai_generated, corporate_wellness, vod, etc.). Not for copy-paste embed HTML snippets (use get_embed_code_samples for those).

get_integration_plan

Returns team name, plan label, and usage limits for the connected account. Use only when the user explicitly asks about their team, plan, or usage quotas.

get_session_summary

Returns full details of an exercise from the team library. Use when the user selects an exercise or asks for exercise details.

get_team_exercise

Returns full details of a workout program from the team. Use when the user selects a program or asks for program structure.

get_team_program

Returns usage quotas for the authenticated team (e.g. social drop export count and limits). Use when the user asks about usage, quotas, or limits.

get_team_usage

Returns full details of a workout from the team. Use when the user selects a workout or asks for details about a specific workout.

get_team_workout

Returns status and result of a CloneMotion video generation job. Use when the user wants to check if a generated video is ready or view the generated variants. Generation can take a few minutes; if status is pending or running, ask the user to check again after waiting.

get_video_generation_status

Returns workout metadata, preview assets, and summary. Use when the user selects a workout or asks for details about a specific workout. sample-* ids return a curated sample detail (no auth). Connected team workout ids use the Internal API (same data as get_team_workout). Other org ids use the Content API when the team has API entitlement.

get_workout_details

Returns playlist segments with timing and media pointers (HLS URLs). sample-* ids return a curated sample playlist (no auth, no live media URLs). Connected org ids use the Content API when the team has API entitlement. Use when the user wants to see the segment structure or how to play a workout.

get_workout_playlist

Returns MCP server readiness status with a fixed ready message. Use when the user asks if the Hyperhuman app is working, reachable, or connected.

health_check

Returns equipment for exercises. Use when updating exercise metadata or filtering exercises.

list_equipment

Returns muscle groups for exercises. Use when updating exercise metadata or filtering exercises.

list_muscle_groups

Returns a workout carousel for sample-workout prompts. When the user is connected via OAuth, lists up to 8 team workouts through the Internal API (Bearer token only — no Content API key required). When not connected, returns up to 6 curated guest samples with embedDemoUrl. Use when the user asks for sample workouts, a workout carousel, or embed demo preview. Not for full team-library admin views (use list_team_workouts), integration plans (use get_integration_plan), or copy-paste embed HTML (use get_embed_code_samples).

list_sample_workouts

Returns platform stock programs (publisher programs). Use when the user wants to browse or clone stock programs.

list_stock_programs

Returns social drops (videos, covers, copy) for the team. Use when the user asks about drops, social assets, or ready-to-download content.

list_team_drops

Returns exercises from the team library. Use when the user wants to browse exercises, find exercises for workouts, or manage the library.

list_team_exercises

Returns fitness goals available for programs. Use when creating or generating programs to get valid goal IDs.

list_team_goals

Returns workout programs (collections) for the authenticated user's team. Use when the user asks to see programs, training plans, or workout collections.

list_team_programs

Returns workouts for the authenticated user's team via Internal API. Use when the user asks to see my team's workouts, my team workouts, or their organization workout library. Requires OAuth. Not for curated sample workouts or guest embed demo (use list_sample_workouts).

list_team_workouts

Returns workout categories for workouts. Use when creating or updating workouts to get valid category_ids.

list_workout_categories

Returns ranked program recommendations from the organization library (up to 12 programs in the tool response; optional limit up to 20 is sent to the API). Use when the user wants instant program suggestions.

recommend_plans

Returns ranked workout recommendations from the organization library (up to 12 workouts in the tool response; optional limit up to 20 is sent to the API). Use when the user wants instant suggestions based on profile (faster than generate).

recommend_workouts

Regenerates AI copy pack (hook, caption, hashtags, CTA) for a drop. Use when the user wants to refresh or improve the social copy.

regenerate_drop_copy

Regenerates AI cover image for a drop. Use when the user wants a new cover for the social asset.

regenerate_drop_cover

Updates a drop title or channel preset. Use when the user wants to change drop display title or default export channel. For copy changes use regenerate_drop_copy.

update_drop

Updates an exercise group. Use when the user wants to change name, exercises, rounds, or rest time.

update_exercise_group

Updates exercise metadata (name, muscle groups, categories, equipment, skill level). Use when the user wants to fix or improve exercise tagging. Only team-owned exercises can be updated; stock exercises are read-only. Provide at least one field to update besides exercise_id.

update_exercise_metadata

Updates an existing program. Use when the user wants to set duration, workouts per week, or edit program metadata. When updating, provide full program data (goal_ids, workout_ids, visibility, difficulty) from get_team_program and merge your changes.

update_program

Updates an existing workout. Use when the user wants to change workout name, description, difficulty, visibility, or exercise structure. When only partial fields are provided (e.g. name), the current workout data is fetched and merged automatically.

update_workout