BugForge is an open-source MCP server designed to streamline QA defect reporting by leveraging AI within LLM-connected clients like Claude Desktop. It automatically converts raw test failure scenarios and error details into comprehensive, Jira-ready defect reports. Users provide inputs, and BugForge, working with the host LLM, generates detailed reports including business context, reproduction steps, failure classification, and priority, all without requiring any external LLM API keys. Its behavior is fully customizable via a prompt configuration file, allowing teams to tailor the report format, tone, and fields to their specific standards.
Key Features
01AI-powered defect report generation
02Config-driven customization of report format and tone via prompt file
03Seamless integration with LLM-connected MCP clients (e.g., Claude Desktop)
04No external LLM API key required
05Jira-ready output with full context (business context, reproduction steps, etc.)
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