Is this just a standard BMI calculator?

No. While it includes standard BMI calculation, this MCP goes further. It uses specific anatomical measurements to calculate metrics like Waist-to-Hip Ratio (WHR) and Fat-Free Mass Index (FFMI), which are much more detailed than basic BMI.

What kind of measurements does it need?

It requires specific anthropometric measurements, such as neck circumference, waist measurements, height, and weight. These inputs allow the MCP to run various advanced formulas.

Can I use this for general fitness tracking?

Yes. It is designed for fitness and clinical assessment. You can track body fat percentage, monitor metabolic risk, and determine ideal weight ranges for various fitness goals.

Does it only work for athletes?

No. While it has specific capabilities for athletes, it also provides general health assessments, including calculating body fat percentage and determining metabolic risk for general population use.

How accurate is the body fat estimation?

The analyze_body_composition capability uses the US Navy method, which provides a reliable estimate of subcutaneous and visceral fat based on circumference measurements without specialized laboratory equipment.

Can I use this for athletic training assessment?

Yes, the get_athlete_metrics capability is specifically designed to calculate FFMI (Fat-Free Mass Index) and lean body mass, helping athletes assess muscle density relative to their height.

What measurements are needed for frame size calculation?

To use calculate_frame_target_weight, you need the elbow breadth in millimeters and the user's height in centimeters.

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Connect Advanced Bmi Anthropometric Analyzer to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Determine precise health metrics beyond basic BMI.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Advanced BMI Analyzer.

01
Calculate bmi
Use this capability to calculate your Body Mass Index (BMI) and determine your weight category based on standard formulas.
02
Analyze body composition
This capability analyzes body fat percentage and calculates the Waist-to-Hip Ratio (WHR), helping assess abdominal health risks.
03
Calculate frame target weight
Determine your skeletal frame size and ideal weight ranges using the elbow breadth method.
04
Get athlete metrics
Calculate the Fat-Free Mass Index (FFMI) and total lean body mass, providing detailed muscle density analysis for athletes.

Real work

What teams actually run

Initial Client Assessment

A new client arrives for a fitness consultation. You use the MCP to run a full body composition analysis, providing the client with multiple metrics like WHR and body fat percentage.

Tracking Athletic Progress

An athlete needs to know if their gains are muscle-based. You run the FFMI calculation to quantify muscle density changes over time.

Dietary Goal Setting

A client needs to lose weight but maintain muscle. You use the frame target weight capability to set a realistic, scientifically backed goal.

Monitoring Health Changes

A patient is managing a condition and needs to track changes in abdominal health. You use the body composition analysis to monitor WHR trends.

One connector, every AI

Advanced BMI Analyzer works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Advanced BMI Analyzer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

705ms average. Fast in production.

Advanced BMI Analyzer is checked daily against the live service.

Daily averagePeak 963ms

Oct 3Today

Fastest day: 550ms
Slowest day: 963ms
14-day trend: Stable+1%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Advanced BMI Analyzer, so you can see the experience inside your AI.

It does not authenticate your account with Advanced BMI Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Advanced BMI Analyzer Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_WgSJdyzYJvMaN9tdWxawi4gNUDLPtxBGI3CGROMT/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Advanced BMI Analyzer capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "advanced-bmi-anthropometric-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_WgSJdyzYJvMaN9tdWxawi4gNUDLPtxBGI3CGROMT/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Advanced BMI Analyzer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Advanced BMI Analyzer owners hand off.

Physical therapists, personal trainers, and nutritionists use this MCP to gather objective, advanced data points about a client's physical status. Instead of relying on simple weight checks, your agent can run detailed analyses using specific measurements to guide treatment or fitness plans.

01
Personal Trainer
Uses the MCP to track client body fat percentage and monitor progress beyond just weight loss.
02
Nutritionist
Runs analyses to assess metabolic risk and determine target weight ranges for dietary planning.
03
Physical Therapist
Gathers detailed anthropometric data to track muscle density and overall physiological improvement.

FAQ

Questions Advanced BMI Analyzer owners ask.

01
Is this just a standard BMI calculator?
No. While it includes standard BMI calculation, this MCP goes further. It uses specific anatomical measurements to calculate metrics like Waist-to-Hip Ratio (WHR) and Fat-Free Mass Index (FFMI), which are much more detailed than basic BMI.
02
What kind of measurements does it need?
It requires specific anthropometric measurements, such as neck circumference, waist measurements, height, and weight. These inputs allow the MCP to run various advanced formulas.
03
Can I use this for general fitness tracking?
Yes. It is designed for fitness and clinical assessment. You can track body fat percentage, monitor metabolic risk, and determine ideal weight ranges for various fitness goals.
04
Does it only work for athletes?
No. While it has specific capabilities for athletes, it also provides general health assessments, including calculating body fat percentage and determining metabolic risk for general population use.
05
How accurate is the body fat estimation?
The analyze_body_composition capability uses the US Navy method, which provides a reliable estimate of subcutaneous and visceral fat based on circumference measurements without specialized laboratory equipment.
06
Can I use this for athletic training assessment?
Yes, the get_athlete_metrics capability is specifically designed to calculate FFMI (Fat-Free Mass Index) and lean body mass, helping athletes assess muscle density relative to their height.
07
What measurements are needed for frame size calculation?
To use calculate_frame_target_weight, you need the elbow breadth in millimeters and the user's height in centimeters.

Explore

More in Health

Connect Advanced BMI Analyzer to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate bmi

Analyze body composition

Calculate frame target weight

Get athlete metrics

What teams actually run

Initial Client Assessment

Tracking Athletic Progress

Dietary Goal Setting

Monitoring Health Changes

Building your own app? The connector is yours to use.

Advanced BMI Analyzer Connector

Claude Desktop

Personal Trainer

Nutritionist

Physical Therapist

Is this just a standard BMI calculator?

What kind of measurements does it need?

Can I use this for general fitness tracking?

Does it only work for athletes?

How accurate is the body fat estimation?

Can I use this for athletic training assessment?

What measurements are needed for frame size calculation?

Body Fat Percentage Estimator AI Connector

BMI Calculator AI Connector

Ideal Weight Calculator AI Connector

Waist-to-Hip Ratio Analyzer AI Connector

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