io.github.dropflyai/fitfly-engine

up checked 2026-11-11T08:37:45.782Z

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Publisher-provided description

Deterministic fitness coaching engine: adaptive programs, progression math, readiness autoregulation

Summary by lookupd

Gives an agent adaptive workout programs, daily session targets, meal and macro planning, progress logging, and readiness-based workout…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http fitfly-engine https://workout-engine-production-5dd7.up.railway.app/mcp

Codex, remote (streamable-http)

codex mcp add fitfly-engine --url https://workout-engine-production-5dd7.up.railway.app/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "fitfly-engine": {
      "url": "https://workout-engine-production-5dd7.up.railway.app/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (10 tools)

Publisher-provided text

• get_todays_session Today's workout: exercises, sets/reps, per-exercise load guidance and concrete target weights, plus nutrition targets and cycle status. Auto-applies the user's
• readiness_checkin Record how the athlete feels today (energy, sleep, soreness — each 1–5). The engine scores readiness and, on the next get_todays_session, reshapes the workout a
• log_workout Record what the athlete actually lifted. The engine runs progression (double-progression, e1RM), detects PRs, and returns per-exercise outcomes (established/pro
• list_swap_options Valid alternatives for an exercise — same muscle group, filtered to the athlete's equipment/level/injuries. Use before swap_exercise.
• swap_exercise Replace an exercise with a valid same-area alternative. scope 'today' = just this session; scope 'program' = going forward. The new lift starts fresh (day-one c
• get_program The athlete's current multi-day program (render-ready).
• regenerate_program Rebuild the whole program from the stored profile (~20s AI generation). Use after a profile change or a plateau.
• nutrition_targets The athlete's daily calorie + macro targets, computed from body stats, activity, and goal.
• meal_plan A day of meals hitting the athlete's targets, USDA truth-checked (flags feasible=false with a note when macros are approximate). Slow (~15s AI call).
• changelog The 'what changed & why' feed — the engine's coaching decisions (volume bumps, deloads, swaps) in Coach Fly's voice. Use to explain to the athlete why their pla

Details

• Version: 0.2.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 364 ms
• First indexed: 2026-11-01T09:28:34.945Z
• Last seen in registry: 2026-11-01T09:28:34.945Z
• Website: https://workout-engine-production-5dd7.up.railway.app/connect

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