Measurement Uncertainty (gum / Iso 17025)
@kyb8801
About Measurement Uncertainty (gum / Iso 17025)
The first Model Context Protocol server for GUM-compliant measurement uncertainty analysis. Built for ISO/IEC 17025 calibration labs, ISO 10012:2026 measurement management systems, and KOLAS / A2LA / UKAS accredited testing. Exposes 10 tools: Type A/B uncertainty, combined standa
Config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"Measurement Uncertainty": {
"url": "https://measurement-uncertainty.mcpize.run"
}
}
}Tools
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Overview
What is Measurement Uncertainty (gum / Iso 17025)?
Measurement Uncertainty (gum / Iso 17025) is the first Model Context Protocol server purpose-built for GUM-compliant measurement uncertainty analysis. It is designed for ISO/IEC 17025 calibration laboratories, ISO 10012:2026 measurement management systems, and KOLAS/A2LA/UKAS accredited testing environments. The server exposes 10 analysis tools covering Type A/B uncertainty, combined standard uncertainty, Welch-Satterthwaite effective degrees of freedom, expanded uncertainty with coverage factor k, Monte Carlo propagation per JCGM 101:2008, and pre-built KOLAS-ready uncertainty budget templates for instruments such as CMM, CD-SEM, DMM, thermocouple, balance, and OCD. It is standards-referenceable to JCGM 100:2008 (GUM).
How to use Measurement Uncertainty (gum / Iso 17025)?
The server works directly in compatible clients such as Claude Desktop, Cursor, Windsurf, and Cline. It runs as a hosted endpoint, so no local installation is required—simply configure it as an MCP server in your chosen client and start invoking the available tools.
Key features of Measurement Uncertainty (gum / Iso 17025)
- First MCP server for GUM-compliant uncertainty analysis
- 10 tools for Type A/B, combined, and expanded uncertainty
- Welch-Satterthwaite effective degrees of freedom computation
- Monte Carlo propagation per JCGM 101:2008
- Pre-built KOLAS-ready uncertainty budget templates (CMM, CD-SEM, DMM, thermocouple, balance, OCD)
- Standards-referenceable to JCGM 100:2008 (GUM)
- Works in Claude Desktop, Cursor, Windsurf, Cline
- Hosted endpoint, no installation needed
Use cases of Measurement Uncertainty (gum / Iso 17025)
- Calibration laboratories performing Type A and Type B uncertainty evaluations per ISO/IEC 17025
- Measurement management systems requiring combined and expanded uncertainty calculations
- Accredited testing environments generating KOLAS-ready uncertainty budgets for common instruments
- Monte Carlo uncertainty propagation for complex measurement models
FAQ from Measurement Uncertainty (gum / Iso 17025)
What GUM standards does this server reference?
The server is standards-referenceable to JCGM 100:2008 (GUM) and implements Monte Carlo propagation per JCGM 101:2008.
Does the server require local installation?
No. It is a hosted endpoint, so no installation is needed—just configure it as an MCP server in a compatible client.
Which tools are included in the 10 tools?
The tools cover Type A and Type B uncertainty, combined standard uncertainty, Welch-Satterthwaite effective degrees of freedom, expanded uncertainty with coverage factor k, Monte Carlo propagation, and pre-built KOLAS-ready uncertainty budget templates for instruments like CMM, CD-SEM, DMM, thermocouple, balance, and OCD.
What clients are compatible with this server?
It works in Claude Desktop, Cursor, Windsurf, and Cline.
Who is the server intended for?
It is built for ISO/IEC 17025 calibration labs, ISO 10012:2026 measurement management systems, and KOLAS / A2LA / UKAS accredited testing organizations.
Frequently asked questions
What GUM standards does this server reference?
The server is standards-referenceable to JCGM 100:2008 (GUM) and implements Monte Carlo propagation per JCGM 101:2008.
Does the server require local installation?
No. It is a hosted endpoint, so no installation is needed—just configure it as an MCP server in a compatible client.
Which tools are included in the 10 tools?
The tools cover Type A and Type B uncertainty, combined standard uncertainty, Welch-Satterthwaite effective degrees of freedom, expanded uncertainty with coverage factor k, Monte Carlo propagation, and pre-built KOLAS-ready uncertainty budget templates for instruments like CMM, CD-SEM, DMM, thermocouple, balance, and OCD.
What clients are compatible with this server?
It works in Claude Desktop, Cursor, Windsurf, and Cline.
Who is the server intended for?
It is built for ISO/IEC 17025 calibration labs, ISO 10012:2026 measurement management systems, and KOLAS / A2LA / UKAS accredited testing organizations.
Basic information
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