Use Maxwell-Boltzmann Distribution with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate gas particle speed distributions and statistical characteristics.
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 · 4 capabilities
The complete Maxwell-Boltzmann Distribution capability set.
These are the exact actions your AI can choose when you ask it to work with Maxwell-Boltzmann Distribution.
01-04
4 capabilities in this set.
Part of 4 available through Maxwell-Boltzmann Distribution.
- 01
Get distribution curve
Generate data points for the speed distribution curve
- 02
Get distribution summary
Provide a textual summary of the distribution characteristics
- 03
Get probability density
Calculate the probability density for a specific speed
- 04
Get speed statistics
Retrieve the primary characteristic speeds of a gas
Observed, not estimated
758ms average. Fast in production.
Maxwell-Boltzmann Distribution is checked daily against the live service.
- Fastest day
- 750ms
- Slowest day
- 876ms
- 14-day trend
- Improving-14%
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 Maxwell-Boltzmann Distribution, so you can see the experience inside your AI.
It does not authenticate your account with Maxwell-Boltzmann Distribution. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Maxwell-Boltzmann Distribution Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_BU9efmHEqr7phaJUP5L27ypqV7GsEb1pRC2y6zvE/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 — Maxwell-Boltzmann Distribution capabilities are ready to use.
{
"mcpServers": {
"maxwell-boltzmann-distribution-mcp": {
"url": "https://edge.vinkius.com/vk_preview_BU9efmHEqr7phaJUP5L27ypqV7GsEb1pRC2y6zvE/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 Maxwell-Boltzmann Distribution owners ask.
- 01
What inputs are required for the calculations?
You must provide the absolute temperature in Kelvin and the molecular mass of the gas in kilograms.
- 02
Can I get the full curve data for plotting?
Yes, you can use the get_distribution_curve capability to retrieve a set of speed and density data points.
- 03
What kind of speed statistics are provided?
The get_speed_statistics capability provides the most probable speed, the average speed, and the root-mean-square (rms) speed.
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