Measurement Uncertainty (gum / Iso 17025)
About
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
Details
- Author
- kyb8801
- Downloads
- 199
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- Other
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- 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
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Measurement Uncertainty (gum / Iso 17025)Command (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
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.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"measurement uncertainty (gum / iso 17025)": {
"Measurement Uncertainty": {
"url": "https://measurement-uncertainty.mcpize.run"
}
}
}
}McpServers
{
"Measurement Uncertainty": {
"url": "https://measurement-uncertainty.mcpize.run"
}
}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 standard uncertainty, Welch-Satterthwaite effective DoF, expanded uncertainty with coverage factor k, Monte Carlo propagation (JCGM 101:2008), and 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 install required.
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