generate_dataset_v2
V2 generator — dynamic outputs, failures, deep thinking (recommended)
How to use it
generate_dataset_v2 is exposed by the OffensiveSET MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the generate_dataset_v2 tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
Install OffensiveSET
claude mcp add offensiveset node $(pwd)/dist/index.jsOther tools in OffensiveSET (9)
Convert to Qwen ChatML, ShareGPT, OpenAI, or Alpaca format
V1 generator — baseline pentesting conversations
Analyze a generated dataset
Browse 45 attack scenarios with filtering
Display 40 pentesting tools and capabilities
Combine multiple datasets with deduplication
Preview a single entry before full generation
Deep quality analysis with A-F grading
Check JSONL structure, schema compliance, placeholder detection