BlendPilot is an autonomous, multi-agent AI copilot that translates natural language prompts into production-ready 3D assets inside Blender. Built on LangGraph, Model Context Protocol (MCP), and safe structured socket/HTTP bridges, BlendPilot coordinates 10 specialized agents to perform intent parsing, technical research, step-by-step modeling planning, autonomous geometry generation, PBR shader authoring, studio lighting, deterministic topology QA, vision-based aesthetic self-repair, and multi-format export.