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io.github.RubenGlez/devicecloud

Official

by RubenGlez · JavaScript

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics. This MCP server aggregates failure context from DeviceCloud runs, exposing fail reasons, screenshots, and analytics to an editor-based AI assistant workflow. It enables quicker triage when a CI run turns red.

🛠️ Key Features

  • Pulls fail reasons, failure screenshots, and flaky-flow analytics into the editor.
  • Integrates with the Model Context Protocol for structured data via MCP.
  • Lightweight npm package: devicecloud-mcp.

🚀 Use Cases

  • Triage red DeviceCloud CI runs without opening the dashboard.
  • Surface failure context directly to AI assistants (Claude Code, Cursor, Claude Desktop).
  • Enrich developer workflows with actionable failure insights.

⚡ Developer Benefits

  • Centralized failure context for faster debugging.
  • Easy integration as an MCP server in editor environments.
  • Clear, structured data for AI-assisted triage and remediation.

⚠️ Limitations

  • Described scope limited to DeviceCloud triage context (fail reasons, screenshots, analytics).
  • Grounded in readme excerpt and may not cover all edge cases without source updates.

Topics

aiclaudedeveloper-toolsmcpmodel-context-protocol
io.github.RubenGlez/devicecloud - agentage MCP Catalog