Robot Framework MCP Server

A local MCP server that parses Robot Framework output.xml files, scores and groups failures, and exposes structured triage data to Claude Desktop and Claude Code.

→ Matthew-M-King/robot-framework-mcp-server · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configRF_API_FAILURE_PATTERN

configRF_AREA_CATEGORIES

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/matthew-m-king-robot-framework-mcp-server-v3edt4)](https://m8ven.ai/mcp/matthew-m-king-robot-framework-mcp-server-v3edt4)

commit: c582c866df69b6844299fbb5e6805e8f5df2133e

code hash: 0c185f15940f6dd91aeb92309b2773ac6b9927930211d60aa7111bd3ff18d5e2

verified: 6/18/2026, 11:18:09 AM

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