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JustGains in Muse.

Meta's agent builds and saves your workouts, then shows them as native cards.

LiveLibrary listing in review. Connect it yourself today.
The JustGains card in Muse: Push Day, Chest and Shoulders, 5 exercises, 16 sets, barbell bench press at 95, 185 and 190 lb
Jolly, Muse's mascot, at a laptop

Muse is the one host that talks REST instead of MCP. Its cards are static HTML JustGains renders for it, so they still look like JustGains.

Connect it.

Address
https://justgains.com/mcp/connector
Speaks
REST (POST /mcp/tools/{name}) from a Muse workspace skill
Sign-in
OAuth 2.1 with PKCE, exact Meta callback only.
Shows up as
“Muse (Connector)” in your JustGains devices. Revoke it any time.

Try these.

  1. “Build me a 45-minute push day for chest and shoulders and save it to JustGains.”Example

    search_exercises(reads)create_workout(writes)

    Push Day: Chest & Shoulders. 5 exercises, 16 sets.

  2. “Create a workout with dumbbell bench press for 3 sets of 8 and dumbbell rows for 3 sets of 10. Use pounds and include rest periods.”

    create_workout(writes)
  3. “How many days did I train in the last 30 days, and how does that compare with the previous 30?”

    analyze_my_consistency(reads)compare_my_weeks(reads)
  4. “Create a four-week dumbbell program with three training days each week, then show me the first week.”

    create_workout_program(writes)get_workout_program(reads)

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