A copilot for Blender that actually looks at your scene first

What it does mcp-for-blender-pro is a Blender extension (4.2+) that adds an AI assistant with 21 scene tools: inspecting objects, creating primitives, editing materials, parenting, running Python, taking viewport screenshots, searching asset libraries and exporting scenes. It ships with a companion “Studio” window combining chat, a scene object list, viewport snapshots, an approvals flow and a task board. Under the hood it also runs a local MCP server over authenticated Streamable HTTP, so external clients like OpenCode can drive Blender too.

The interesting bit Beyond single-model chat, you can configure a multi-agent team — a manager that decomposes requests, workers that perform scene operations, and reviewers that approve or bounce results. Tasks run sequentially to keep edits ordered, a blocked task gets exactly one correction attempt, and a second failed review halts the workflow. It’s a small pipeline with real discipline, not just agents talking to each other.

Key highlights

• Works with OpenAI, Claude, Gemini, OpenRouter, Ollama, OpenCode Zen and custom endpoints (OpenAI/Anthropic/Ollama protocols)
• 21 MCP tools, from get_scene_info to bpy_api_lookup and execute_code
• Asset integrations with Poly Haven, Sketchfab and Poly Pizza
• Operation approvals, cancellation and named undo steps for mutations
• Interface available in English, German, French, Spanish and Chinese

Caveats

• The release bundle targets Windows x64 only, with Blender 4.2 or later
• Python tool validation “helps catch disallowed operations” but is explicitly not a security sandbox
• Chat history is session-only; credentials live in your user settings

Verdict Worth a look if you automate repetitive 3D work or want to wire an MCP client into Blender. If you’re on macOS/Linux or want a hardened execution sandbox, wait and see.