Zero-LLM-Math sports science calculators (Hyrox, 1RM/RPE, Zone 2, MEV/MRV) & workout ledger.
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io.github.Kubyer/struggl is an MCP server that Zero-LLM-Math sports science calculators (Hyrox, 1RM/RPE, Zone 2, MEV/MRV) & workout ledger. Its tool list has not been published yet over http, requires no API key, and has not been scored yet.
Config is the same across clients - only the file and path differ.
https://struggl.singandclap.com/mcpRemote servers are added as connectors, not in claude_desktop_config.json, which is for local servers.
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Zero-LLM-Math sports science calculators (Hyrox, 1RM/RPE, Zone 2, MEV/MRV) & workout ledger.
This server supports HTTP transport. Be the first to test it - help the community know if it works.
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Stop letting LLMs guess your 1RM, Zone 2 heart rate, weekly muscle volume, and Hyrox splits.
7 free unauthenticated sports-science calculators + optional stateful hybrid-athlete training ledger for Claude Code, Google Antigravity, Cursor, OpenAI Codex, Grok, Cline, and OpenClaw.
Connect & Docs ·
5 LLM Exercise Math Traps ·
Agent Skill (SKILL.md) ·
Living Science Equations
Ask a frontier LLM what belt weight an 80 kg athlete (+30 kg x 5 @ RPE 9 pull-up) should use for 8 reps @ RPE 8, and it routinely forgets the 80 kg bodyweight on the bar — overshooting the belt prescription by +5 kg. Ask for Zone 2 heart rate (35 yo, 48 bpm RHR) and it defaults to 220 - Age, under-prescribing by 19 bpm. Ask if 10 sets of triceps isolation on top of 26 pressing sets is recoverable, and it misses +13 fractional synergist sets above MRV.
Full reproducible breakdown with curl calls and PubMed/Crossref DOIs: benchmarks/llm_fitness_math_traps.md.
struggl-mcp gives any coding or personal AI agent 12 deterministic tools over stateless Streamable HTTP (https://struggl.singandclap.com/mcp) + an interactive MCP Apps UI Card (ui://struggl/coach-card.html) + a portable agentskills.io SKILL.md.
Connect https://struggl.singandclap.com/mcp with no token and no signup to unlock all 7 deterministic calculators immediately:
| Tool | What It Computes | Literature / Model Basis |
|---|---|---|
hyrox_pace | Compromised Hyrox pace band, 8x1 km run total, race time & Riegel 10K/HM/Marathon | 200k-finisher curve + Riegel (1981) |
hyrox_splits | Exact Lap 1–8 1 km splits (0.94x–1.03x), Pro/Doubles offsets & Lap 1 overpacing blow-up cost | 200k-finisher piecewise decay (DOI: 10.3389/fphys.2025.1519240) |
hyrox_autopsy | Post-race or mock-sim diagnostic: per-lap fade vs. target + P25–P75 station bottleneck leaks | Empirical station variance benchmarks |
strength_benchmark | Piecewise Wathan e1RM, sex/BW/age score (0–100), tier (untrained -> elite) & kg to next tier | Wathan (1994) / LeSuer et al. (1997) |
plates_zone2 | reps @ RPE working weight (with BW system load on pull_up/chin_up/dip), gym plate pairs & Zone 2 bpm | Zourdos (2016) RIR + Tanaka (2001) & Karvonen (1957) HRR |
volume_audit | Weekly 17-muscle hypertrophy audit (1.0x prime / 0.5x synergist, RPE >= 6 hard-set gate) & junk volume | Schoenfeld (2017), Pelland (2024), Robinson (2024) |
interference_tax | Weekly hybrid schedule conflict check (<3h/3–6h AMPK-mTOR, 36h glycogen, 48h hinge, 80/20 drift) | Wilson (2012), Robineau (2016), Schumann (2022), Seiler (2010) |
For athletes who want their coding agent to check real 14-day fatigue between coding blocks, audit live weekly sets, and log or schedule workouts (get_profile, get_sessions, get_muscle_volume, log_workout, plan_workout):