MCP serverio.github.dropflyai/fitfly-engine

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

UNRATEDActivestreamable-httpworkout-engine-production-5dd7.up.railway.app

Overview

Score?

UNRATED 0.705

of what a free look can see, on 30 looks

Looks

last 15 hr ago

Tools

More info

URL

workout-engine-production-5dd7.up.railway.app/mcp

streamable-http

Says it is

fitfly-engine 0.2.0

protocol 2025-06-18

In the record since

32 days ago

Among servers18,413 with a card

0median 0.606 · this server 0.705 · highest on record 0.8561

Toolsfrom sha256:97db87d37a…cfc4d1

The tools this server lists, read out of the definition it returned
Tool	Schema
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 plan evolved.	input · no output
get_program The athlete's current multi-day program (render-ready).	input · no output
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 check-in (	input · no output
list_swap_options Valid alternatives for an exercise — same muscle group, filtered to the athlete's equipment/level/injuries. Use before swap_exercise.	input · no output
log_workout Record what the athlete actually lifted. The engine runs progression (double-progression, e1RM), detects PRs, and returns per-exercise outcomes (established/progressed/held/deloade	input · no output
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).	input · no output
nutrition_targets The athlete's daily calorie + macro targets, computed from body stats, activity, and goal.	input · no output
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 accordingly (reduce v	input · no output
regenerate_program Rebuild the whole program from the stored profile (~20s AI generation). Use after a profile change or a plateau.	input · no output
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 calibration).	input · no output

Verify it yourselfnpx teppi-check https://workout-engine-production-5dd7.up.railway.app/mcpcurl -s https://api.teppi.xyz/v1/trust/mcp/mcs_01M1FZ2F3M8Y26XAH248JF6GD6