Use Balanced Rep Calibrator with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Distribute total repetitions across sets uniformly to avoid small final sets.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete Balanced Rep Calibrator capability set.
These are the exact actions your AI can choose when you ask it to work with Balanced Rep Calibrator.
01-03
3 capabilities in this set.
Part of 3 available through Balanced Rep Calibrator.
- 01
Calculate workout intensity
Summarizes workload density
- 02
Generate distribution
Calculates a balanced list of set sizes
- 03
Verify set uniformity
Validates if set sizes are uniform
Observed, not estimated
620ms average. Fast in production.
Balanced Rep Calibrator is checked daily against the live service.
- Fastest day
- 470ms
- Slowest day
- 730ms
- 14-day trend
- Slowing+21%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Balanced Rep Calibrator, so you can see the experience inside your AI.
It does not authenticate your account with Balanced Rep Calibrator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Balanced Rep Calibrator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_7YUJV8luEy7maWLKQdNDKiAjT9MeOyQLKZJUkklK/mcpClaude 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 — Balanced Rep Calibrator capabilities are ready to use.
{
"mcpServers": {
"balanced-rep-calibrator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_7YUJV8luEy7maWLKQdNDKiAjT9MeOyQLKZJUkklK/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
FAQ
Questions Balanced Rep Calibrator owners ask.
- 01
What does it mean for a distribution to be balanced?
A distribution is considered balanced when the difference between the largest set and the smallest set in your sequence is no greater than one repetition.
- 02
How can I check if my current set sizes are uniform?
You can use the verify_set_uniformity capability by providing your list of set sizes as a JSON array. The capability will return whether they are uniform and the maximum variance found.
- 03
Can I calculate total volume for a specific set of reps?
Yes, the calculate_workout_intensity capability allows you to input your set sizes and will return the total volume (sum of all reps) and the average set size.
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