Skip to main content
Glama

Blender MCP — MiniMax Connector for Blender 5.2 LTS

A Model Context Protocol bridge that lets MiniMax Code (and any MCP client) drive Blender 5.2 LTS through natural language. Ships as two artifacts:

Artifact

What it is

Where it lives

Blender add-on

Python add-on that runs an MCP Streamable-HTTP server inside Blender on a background thread

addon/blender_mcp_addon/ → installed into Blender

MiniMax Plugin V1

Local MiniMax Code plugin that connects to the running Blender MCP server and exposes its tools to the agent

connector/ → installed into C:/Users/.../.minimax/plugins/blender-mcp/

The Blender add-on is the source of truth for Blender-side state. The MiniMax plugin is a thin client that calls the add-on's HTTP endpoint — no Python process is spawned on the MiniMax side, so there's no port-leak or lifecycle mess.


Why this shape

  • Single install path inside Blender — the MCP server runs in-process using bpy, so there's no uvx/pipx dance and no socket pair to keep in sync.

  • Streamable HTTP on localhost — works with any modern MCP client (MiniMax Code, Claude Desktop, Cursor) and survives Blender restarts.

  • Hand-rolled MCP server in the add-on — Blender 5.2 LTS bundles Python 3.13 with no external packages by default. A ~300-line MCP server is more portable than dragging in mcp[cli] and editing sys.path.

  • MiniMax Plugin V1 with streamable-http capability — the plugin doesn't spawn anything; it just points at the Blender add-on's endpoint.


Related MCP server: BlenderMCP

Project layout

blender_addon_mcp/
├── README.md                      ← you are here
├── LICENSE                        ← MIT
├── pyproject.toml                 ← dev tooling for the add-on (ruff, mypy, pytest)
├── .gitignore
├── addon/
│   └── blender_mcp_addon/         ← zips into a Blender-installable .zip
│       ├── __init__.py            ← bl_info, register/unregister
│       ├── preferences.py         ← AddOnPreferences (port, auth token, autostart)
│       ├── server/
│       │   ├── __init__.py
│       │   ├── mcp_server.py      ← MCP protocol (initialize, tools/list, tools/call, ping)
│       │   ├── transport.py       ← stdlib http.server, runs on a daemon thread
│       │   └── protocol.py        ← JSON-RPC 2.0 + MCP 2025-03-26 types
│       ├── tools/
│       │   ├── __init__.py        ← tool registry
│       │   ├── scene.py           ← scene_info, frame control
│       │   ├── objects.py         ← list, get, create, delete, transform
│       │   ├── materials.py       ← create, assign, modify
│       │   ├── modifiers.py       ← add, set params, remove
│       │   ├── render.py          ← render_image, screenshot_viewport
│       │   └── code.py            ← execute_python (with confirmation)
│       └── utils/
│           ├── __init__.py
│           ├── bpy_helpers.py     ← bpy → JSON serialization
│           └── safe_eval.py       ← ast-validated code execution
├── connector/                     ← MiniMax Plugin V1 source
│   ├── .minimax-plugin/
│   │   └── plugin.json
│   ├── servers/
│   │   └── blender.mcp.json       ← streamable-http → http://127.0.0.1:8765/mcp
│   ├── icon.png                   ← category icon (Design / 3D)
│   └── README.md
├── scripts/
│   ├── install_addon.ps1          ← zip and install into Blender
│   └── install_connector.ps1      ← copy connector into ~/.minimax/plugins/
├── examples/
│   ├── basic_scene.md
│   ├── material_setup.md
│   └── render_workflow.md
└── docs/
    ├── architecture.md
    ├── blender_5_2_notes.md
    └── tools_reference.md

Quickstart

# 1. Clone the repository
git clone https://github.com/tattooinmtl/Minimax_Blender_MCP.git
cd Minimax_Blender_MCP

# 2. Install the Blender add-on
pwsh ./scripts/install_addon.ps1

# 3. Install the MiniMax connector plugin
pwsh ./scripts/install_connector.ps1

4. Enable in Blender

  1. Open Blender.

  2. Go to Edit → Preferences → Add-ons.

  3. Search for "Blender MCP" and check the box to enable it.

  4. Set the port (default 8765) and click Start Server (or start it from the 3D Viewport sidebar under the Blender MCP tab).

  5. You will see [Blender MCP] Server listening on http://127.0.0.1:8765/mcp in the console.

3. Verify

In a MiniMax Code chat, ask:

Use the blender connector: list the first 5 objects in the current scene.

You should see the agent call tools/list against your running Blender.


Tools exposed

Tool

Purpose

Read-only

get_addon_info

Capability handshake — name, version, protocol, tools list. Call this first.

yes

scene_info

Scene summary (objects, lights, cameras, frame)

yes

list_objects

List scene objects, optional type filter

yes

get_object

Full object details (location, rotation, scale, modifiers, materials)

yes

create_object

Create primitive (cube, sphere, plane, cylinder, cone, torus, empty, camera, light)

no

delete_object

Delete an object by name

no

transform_object

Set location/rotation/scale

no

set_material

Create or assign a material with a Principled BSDF

no

set_texture

Apply an image file to a material input (base_color, roughness, normal, etc.)

no

import_asset

Import GLB/GLTF/FBX/OBJ/STL/PLY/DAE/USD/X3D/ABC

no

add_modifier

Add a modifier (subdivision, mirror, solidify, array, bevel)

no

remove_modifier

Remove a modifier by name

no

frame_get / frame_set

Read / move the timeline

mixed

render_image

Render the current frame to a file

no

screenshot_viewport

Capture the current viewport

no

execute_python

Run arbitrary bpy code (guarded by ast validation)

no

ping

Health check

yes

The MiniMax plugin also ships a Skill (blender-mcp-quickstart) that gives the agent an at-a-glance tool index, safety rules, and common recipes. Read it before doing non-trivial work.

See docs/tools_reference.md for the full schema and examples.


Development

# syntax-check the add-on (Blender's Python is at <blender>/python/bin/python.exe)
python -m py_compile addon/blender_mcp_addon/__init__.py
python -m py_compile addon/blender_mcp_addon/server/mcp_server.py
# ...etc

# lint
ruff check addon/
mypy addon/

# test the MCP server in isolation (no bpy required)
pytest addon/tests/ -v

License

MIT. See LICENSE.

A
license - permissive license
Not graded
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Related MCP Servers

  • A
    license
    B
    quality
    D
    maintenance
    An MCP server that enables AI models to directly control Blender for 3D modeling, scene manipulation, and material management through natural language. It supports advanced workflows including Python code execution, viewport visualization, and integration with external asset libraries like Poly Haven and Hyper3D.
    22
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables natural language control of Blender 3D through MCP clients, allowing creation, modification, and manipulation of 3D models, animations, and scenes.
    299
    MIT

View all related MCP servers

Related MCP Connectors

  • MCP server for AI dialogue using various LLM models via AceDataCloud

  • MCP server for Producer/Riffusion AI music generation

  • MCP server for Hailuo (MiniMax) AI video generation

View all MCP Connectors

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/tattooinmtl/Minimax_Blender_MCP'

If you have feedback or need assistance with the MCP directory API, please join our Discord server