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Fitness Tools

Calculate TDEE, body fat, one-rep max, macros, and muscle potential using fitness science formulas.

Deterministic fitness calculators using consensus methods for TDEE, adaptive TDEE from logged data, body fat estimation, one-rep max, macro targets, activity multipliers, powerlifting attempts, muscle potential, FFMI, and muscle mass index. No sign-up required.

Try asking Muse: "Calculate my daily calorie needs based on my age, weight, and activity level."

Useful? Vote it up. One vote per person, tap again to undo.
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Working now?
Working
Worked last 7 days
100% of checks
How to get it
Extra setup
Account
No account needed
Price
Not stated
Works in

Source: Found in the official MCP Registry (io.github.almostjacked/fitness-tools) · First listed September 25, 2026

Last 24 hours

Each bar is one check, every 15 minutes. Green means it answered. Last checked 4 h ago.

New to Muse?Muse is Meta's AI assistant. Fitness Tools is an app you add to it, and once it is on, you can ask Muse to do this for you: calculate tdee, body fat, one-rep max, macros, and muscle potential using fitness science formulas. It takes about two minutes and you can turn it off any time.

Is it safe to connect?

What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.

Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.

musedirectory.ai is not part of Meta. More about how Muse handles your information

How to add it to Muse

Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Open Muse
https://fitness-tools-mcp.ajwallacemusic.workers.dev/mcp

Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.

Also use it in ChatGPT or Claude

Fitness Tools is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.

Add it to ChatGPT
  1. 1

    Open ChatGPT settings

    In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).

  2. 2

    Turn on developer mode

    Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.

  3. 3

    Create the connector

    Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.

  4. 4

    Use it in a chat

    Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.

Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT

Add it to Claude
  1. 1

    Open Claude settings

    In Claude, open Settings, then Connectors.

  2. 2

    Add a custom connector

    Choose Add custom connector, give it a name, and paste the link.

  3. 3

    Connect and use it

    If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.

Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude

https://fitness-tools-mcp.ajwallacemusic.workers.dev/mcp

What people ask Muse to do

Everything Muse can do

Technical details: safety screening, tools, response time and recent checks

Response time at the last check: 244ms. Worked in 100% of checks over 30 days.

Screening · September 25, 2026

Screened, no issues found

MCP handshake
Pass
Answered in 140ms
Domain against threat feeds (Cloudflare security DNS)
Pass
fitness-tools-mcp.ajwallacemusic.workers.dev not flagged
Published packages against the OSV malicious-package database
Pass
No malicious-package advisories
Hidden instructions or invisible characters in tool text
Pass
10 tools read, nothing found
Inputs asking for passwords, card numbers or seed phrases
Pass
None found
Domain and redirects
Pass
No redirects off the domain
AI review of purpose and tool behavior
Pass
No concerns

Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.

Tools · 10

tdeeEstimate BMR and TDEE via Mifflin-St Jeor, Harris-Benedict, Katch-McArdle, and Cunningham. Provide body_fat or lean_mass to unlock the LBM-based methods.
adaptive-tdeeMeasure actual TDEE from a logged history of daily weight and/or calorie intake. Default method (kalman) is a joint Kalman filter over true weight and TDEE — handles missing days, gates outliers, and reports uncertainty (CI95) alongside denoised true weight; regression/endpoints
body-fatEstimate body-fat % via US Navy circumference, Jackson-Pollock 3-site skinfold, and Deurenberg (BMI-based) methods.
one-rep-maxEstimate 1RM from a submaximal set via Epley, Brzycki, Lombardi, Wathan, O'Conner, and Mayhew; returns a %1RM load chart.
macrosCompute protein/fat/carb grams for a calorie target using the g-per-kg-bodyweight method, with goal-based protein defaults.
activity-multiplierEstimate the TDEE activity multiplier via the classic lookup table or a NEAT+EAT model (occupation/steps for non-exercise, training volume for exercise).
powerlifting-attemptsDeterministic opener/second/third attempts from an estimated 1RM, plus a warmup ramp and per-side plate loading. Tunable by aggressiveness and available plates.
muscle-potentialEstimate drug-free maximum bodyweight at a target body-fat % via Casey Butt (wrist+ankle), the FFMI~25 natural cap, and Berkhan's max-contest-weight model. Men only in v1.
ffmiCompute the Fat-Free Mass Index (FFMI) and its height-adjusted form from weight and body fat (or lean mass), and flag whether it exceeds the ~25 natural ceiling.
rsmiEstimate the appendicular skeletal muscle index (RSMI) from a DXA value (direct) and/or an anthropometric estimate (Wen 2011), and flag low muscle mass against EWGSOP2, AWGS, and Baumgartner sarcopenia cutoffs.

Recent checks

2026-11-13 11:01:06live · HTTP 200244ms
2026-11-13 04:45:47live · HTTP 200163ms
2026-11-12 22:16:03live · HTTP 200141ms
2026-11-12 16:00:50live · HTTP 200420ms
2026-11-12 09:45:45live · HTTP 200560ms
2026-11-12 03:16:04live · HTTP 200110ms
2026-11-11 21:00:58live · HTTP 200284ms
2026-11-11 14:46:03live · HTTP 200428ms
2026-11-11 08:45:45live · HTTP 200158ms
2026-11-11 02:30:49live · HTTP 200125ms
2026-11-10 20:16:07live · HTTP 200306ms
2026-11-10 14:15:49live · HTTP 200146ms

Link

https://fitness-tools-mcp.ajwallacemusic.workers.dev/mcp

Questions about Fitness Tools in Muse

How do I connect Fitness Tools to Muse?

Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use Fitness Tools to help me. It is a free service with an MCP server at https://fitness-tools-mcp.ajwallacemusic.workers.dev/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Is Fitness Tools working right now?

At the last check (November 13, 2026, 11:01 UTC) the endpoint was working, answering in 244ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.

Is Fitness Tools safe to connect to Muse?

It was screened on September 25, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.

What can Fitness Tools do in Muse?

It exposes 10 tools, including tdee, adaptive-tdee, body-fat, one-rep-max. For example, you could ask Muse: "Calculate my daily calorie needs based on my age, weight, and activity level."

Follow Fitness Tools

Tell me if Fitness Tools goes down, comes back, or changes its tools
One email per change. You confirm first, and every email has a link to stop.
Made this app? Claim it or get a status badge

Is this yours?

This listing was added from public sources (Found in the official MCP Registry (io.github.almostjacked/fitness-tools)). If you build Fitness Tools, claim it to correct the details and get your badge.

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Fitness Tools status badge

Paste this on your site or README. It always shows the latest check.

<a href="https://musedirectory.ai/connector/fitness-tools"><img src="https://musedirectory.ai/badge/fitness-tools.svg" alt="Fitness Tools on musedirectory.ai" width="236" height="40"></a>

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