blender-ai-mcp

💡 Support the Project

This project is currently developed after hours as a passion project. Creating a stable bridge between AI and Blender's complex API requires significant time and effort.

If you find this tool useful or want to accelerate the development of advanced features (like Edit Mode tools, Auto-Rigging, or Macro Generators), please consider supporting the project. Your sponsorship allows me to dedicate more time to:

Implementing critical Mesh Editing Tools (Extrude, Bevel, Loop Cut).

Creating high-level Macro Tools (e.g., "Create Human Blockout", "Organify").

Ensuring day-one support for new Blender versions.

💖 Sponsor on GitHub | ☕ Buy me a coffee

Modular MCP Server + Blender Addon for AI-Driven 3D Modeling.

Enable LLMs (Claude, ChatGPT) to control Blender reliably. Built with Clean Architecture for stability and scalability.

Watch demo video

🚀 Why use this MCP Server instead of raw Python code?

Most AI solutions for Blender rely on asking the LLM to "write a Python script". This often fails because:

Hallucinations: AI frequently uses outdated bpy API methods (mixing Blender 2.8 with 5.0).
Context Errors: Running operators requires specific context (active window, selected object, correct mode). Raw scripts often crash Blender due to poll() failures.
No Feedback Loop: If a script fails, the AI doesn't know why. Our MCP server returns precise error messages.
Safety: Executing arbitrary Python code is risky. Our tools are sandboxed endpoints with validated inputs.

Blender AI MCP acts as a stable Translation Layer, handling the complexity of Blender's internal state machine so the AI can focus on creativity.

🏗️ Architecture

This project uses a split-architecture design:

MCP Server (Python/FastMCP): Handles AI communication.
Blender Addon (Python/bpy): Executes 3D operations.

Communication happens via JSON-RPC over TCP sockets.

See ARCHITECTURE.md for deep dive.

✅ Support Matrix

Blender: tested on Blender 5.0 (E2E). The addon declares minimum Blender 4.0, but 4.x support is best-effort.
Python (MCP server): 3.11 is the CI baseline. 3.10+ works for core tools, but Router semantic features (LaBSE/LanceDB) require 3.11+.
OS: macOS / Windows / Linux (Docker recommended). On Linux, use host networking or proper host resolution for BLENDER_RPC_HOST.
Memory: Router semantic matching uses a local LaBSE model (~2GB RAM).

🧪 Testing

Unit Tests (no Blender required):

PYTHONPATH=. poetry run pytest tests/unit/ -v

To see the current unit test count:

poetry run pytest tests/unit --collect-only

E2E Tests (requires Blender):

# Automated: build → install addon → start Blender → run tests → cleanup
python3 scripts/run_e2e_tests.py

To see the current E2E test count:

poetry run pytest tests/e2e --collect-only

Type	Coverage
Unit Tests	All tool handlers
E2E Tests	Blender addon integration (Scene, Mesh, Material, UV, Export, Import, Baking, System, Sculpt, Router)

See _docs/_TESTS/README.md for detailed testing documentation.

📋 Example E2E Test Output (click to expand)

============================= test session starts ==============================
platform darwin -- Python 3.13.9, pytest-9.0.1, Blender 5.0
collected 142 items

tests/e2e/tools/baking/test_baking_tools.py ✓✓✓✓✓✓✓
tests/e2e/tools/collection/test_collection_tools.py ✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/export/test_export_tools.py ✓✓✓✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/import_tool/test_import_tools.py ✓✓✓✓✓✓✓✓✓
tests/e2e/tools/knife_cut/test_knife_cut_tools.py ✓✓✓✓✓✓✓✓✓
tests/e2e/tools/material/test_material_tools.py ✓✓✓✓✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/mesh/test_mesh_cleanup.py ✓✓✓✓✓✓✓✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/mesh/test_mesh_edge_weights.py ✓✓✓✓✓✓✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/scene/test_*.py ✓✓✓✓✓✓✓
tests/e2e/tools/sculpt/test_sculpt_tools.py ✓✓✓✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/system/test_system_tools.py ✓✓✓✓✓✓✓✓✓✓✓✓
tests/e2e/tools/uv/test_uv_tools.py ✓✓✓✓✓✓✓✓✓✓✓✓

============================= 142 passed in 12.25s =============================

🗺️ Roadmap & Capabilities

Legend: ✅ Done | 🚧 To Do

Our goal is to enable AI to model complex 3D assets—from organs and biological structures to hard-surface precision parts (cars, devices).

Scene Tools (`scene_*`)

Object Mode operations for scene management and inspection.

Tool	Description	Status
`scene_list_objects`	List all objects in scene	✅
`scene_delete_object`	Delete object by name	✅
`scene_clean_scene`	Remove all objects	✅
`scene_duplicate_object`	Duplicate object	✅
`scene_set_active_object`	Set active object	✅
`scene_get_viewport`	Capture viewport image (AI vision)	✅
`scene_get_mode`	Report current Blender mode	✅
`scene_list_selection`	List selected objects/components	✅
`scene_inspect_object`	Detailed object info	✅
`scene_snapshot_state`	Capture scene snapshot	✅
`scene_compare_snapshot`	Compare two snapshots	✅
`scene_inspect_material_slots`	Material slot assignments	✅
`scene_inspect_mesh_topology`	Topology stats	✅
`scene_inspect_modifiers`	Modifier stack info	✅
`scene_rename_object`	Rename object by name	✅
`scene_hide_object`	Hide/show object in viewport	✅
`scene_show_all_objects`	Show all hidden objects	✅
`scene_isolate_object`	Isolate object (hide all others)	✅
`scene_camera_orbit`	Orbit viewport around target	✅
`scene_camera_focus`	Focus viewport on object	✅
`scene_get_custom_properties`	Get object metadata/custom properties	✅
`scene_set_custom_property`	Set/delete custom property on object	✅
`scene_get_hierarchy`	Get parent-child hierarchy	✅
`scene_get_bounding_box`	Get precise bounding box corners	✅
`scene_get_origin_info`	Get origin/pivot point info	✅

Modeling Tools (`modeling_*`)

Object Mode operations for creating and transforming objects.

Tool	Description	Status
`modeling_create_primitive`	Create cube, sphere, cylinder, etc.	✅
`modeling_transform_object`	Move, rotate, scale objects	✅
`modeling_add_modifier`	Add modifier to object	✅
`modeling_apply_modifier`	Apply (bake) modifier	✅
`modeling_list_modifiers`	List modifiers on object	✅
`modeling_convert_to_mesh`	Convert curve/text to mesh	✅
`modeling_join_objects`	Join multiple objects	✅
`modeling_separate_object`	Separate by loose parts/material	✅
`modeling_set_origin`	Set object origin point	✅

Lattice Deformation

Tool	Description	Status
`lattice_create`	Create lattice fitted to object	✅
`lattice_bind`	Bind object to lattice deformer	✅
`lattice_edit_point`	Move lattice control points	✅

Text Objects

Tool	Description	Status
`text_create`	Create 3D text object	✅
`text_edit`	Modify text content and properties	✅
`text_to_mesh`	Convert text to mesh for export	✅

Skin Modifier (Tubular Structures)

Tool	Description	Status
`skin_create_skeleton`	Create skeleton for skin modifier	✅
`skin_set_radius`	Set skin radius at vertices	✅

Mesh Tools (`mesh_*`)

Edit Mode operations for geometry manipulation.

Selection

Tool	Description	Status
`mesh_select_all`	Select/deselect all geometry	✅
`mesh_select_by_index`	Select by vertex/edge/face index	✅
`mesh_select_linked`	Select connected geometry	✅
`mesh_select_more`	Grow selection	✅
`mesh_select_less`	Shrink selection	✅
`mesh_select_boundary`	Select boundary edges	✅
`mesh_select_loop`	Select edge loop	✅
`mesh_select_ring`	Select edge ring	✅
`mesh_select_by_location`	Select by 3D position	✅
`mesh_get_vertex_data`	Get vertex positions	✅

Core Operations

Tool	Description	Status
`mesh_extrude_region`	Extrude selected faces	✅
`mesh_delete_selected`	Delete selected geometry	✅
`mesh_fill_holes`	Fill holes with faces	✅
`mesh_bevel`	Bevel edges/vertices	✅
`mesh_loop_cut`	Add loop cuts	✅
`mesh_inset`	Inset faces	✅
`mesh_boolean`	Boolean operations	✅
`mesh_merge_by_distance`	Merge nearby vertices	✅
`mesh_subdivide`	Subdivide geometry	✅

Transform & Geometry

Tool	Description	Status
`mesh_transform_selected`	Move/rotate/scale selected geometry	✅
`mesh_bridge_edge_loops`	Bridge two edge loops	✅
`mesh_duplicate_selected`	Duplicate selected geometry	✅

Deformation

Tool	Description	Status
`mesh_smooth`	Smooth vertices	✅
`mesh_flatten`	Flatten to plane	✅
`mesh_randomize`	Randomize vertex positions	✅
`mesh_shrink_fatten`	Move along normals	✅

Precision Tools

Tool	Description	Status
`mesh_bisect`	Cut mesh with plane	✅
`mesh_edge_slide`	Slide edges along topology	✅
`mesh_vert_slide`	Slide vertices along edges	✅
`mesh_triangulate`	Convert to triangles	✅
`mesh_remesh_voxel`	Voxel remesh	✅

Procedural

Tool	Description	Status
`mesh_spin`	Spin/lathe geometry around axis	✅
`mesh_screw`	Create spiral/helix geometry	✅
`mesh_add_vertex`	Add single vertex	✅
`mesh_add_edge_face`	Create edge/face from selection	✅

Vertex Groups

Tool	Description	Status
`mesh_list_groups`	List vertex groups	✅
`mesh_create_vertex_group`	Create new vertex group	✅
`mesh_assign_to_group`	Assign vertices to group	✅
`mesh_remove_from_group`	Remove vertices from group	✅

Edge Weights & Creases

Tool	Description	Status
`mesh_edge_crease`	Set crease weight for subdivision	✅
`mesh_bevel_weight`	Set bevel weight for bevel modifier	✅
`mesh_mark_sharp`	Mark/clear sharp edges	✅

Cleanup & Optimization

Tool	Description	Status
`mesh_dissolve`	Dissolve vertices/edges/faces (limited dissolve)	✅
`mesh_tris_to_quads`	Convert triangles to quads	✅
`mesh_normals_make_consistent`	Recalculate normals	✅
`mesh_decimate`	Reduce polycount on selection	✅

Knife & Cut

Tool	Description	Status
`mesh_knife_project`	Project cut from selected geometry	✅
`mesh_rip`	Rip/tear geometry at selection	✅
`mesh_split`	Split selection from mesh	✅
`mesh_edge_split`	Split mesh at selected edges	✅

Symmetry & Fill

Tool	Description	Status
`mesh_symmetrize`	Make mesh symmetric	✅
`mesh_grid_fill`	Fill boundary with quad grid	✅
`mesh_poke_faces`	Poke faces (add center vertex)	✅
`mesh_beautify_fill`	Rearrange triangles uniformly	✅
`mesh_mirror`	Mirror selected geometry	✅
`mesh_set_proportional_edit`	Enable soft selection falloff	✅

Curve Tools (`curve_*`)

Curve creation and conversion.

Tool	Description	Status
`curve_create`	Create Bezier/NURBS/Path/Circle curve	✅
`curve_to_mesh`	Convert curve to mesh	✅

Collection Tools (`collection_*`)

Collection management and hierarchy.

Tool	Description	Status
`collection_list`	List all collections	✅
`collection_list_objects`	List objects in collection	✅
`collection_manage`	Create/delete/move collections	✅

Material Tools (`material_*`)

Material creation and assignment.

Tool	Description	Status
`material_list`	List all materials	✅
`material_list_by_object`	List materials on object	✅
`material_create`	Setup PBR materials	✅
`material_assign`	Assign to objects/faces	✅
`material_set_params`	Adjust roughness, metallic, etc.	✅
`material_set_texture`	Bind image textures	✅
`material_inspect_nodes`	Inspect shader node graph	✅

UV Tools (`uv_*`)

UV mapping operations.

Tool	Description	Status
`uv_list_maps`	List UV maps on object	✅
`uv_unwrap`	Smart UV Project / Cube Projection	✅
`uv_pack_islands`	Pack UV islands	✅
`uv_create_seam`	Mark/clear UV seams	✅

System Tools (`system_*`)

Global project-level operations.

Tool	Description	Status
`system_set_mode`	High-level mode switching	✅
`system_undo`	Safe undo for AI	✅
`system_redo`	Safe redo for AI	✅
`system_save_file`	Save .blend file	✅
`system_new_file`	Create new file	✅
`system_snapshot`	Quick save/restore checkpoints	✅

Export Tools (`export_*`)

File export operations.

Tool	Description	Status
`export_glb`	Export to GLB format	✅
`export_fbx`	Export to FBX format	✅
`export_obj`	Export to OBJ format	✅

Import Tools (`import_*`)

File import operations.

Tool	Description	Status
`import_obj`	Import OBJ file	✅
`import_fbx`	Import FBX file	✅
`import_glb`	Import GLB/GLTF file	✅
`import_image_as_plane`	Import image as textured plane (reference)	✅

Baking Tools (`bake_*`)

Texture baking for game dev workflows.

Tool	Description	Status
`bake_normal_map`	Bake normal map (high-to-low or self)	✅
`bake_ao`	Bake ambient occlusion map	✅
`bake_combined`	Bake full render to texture	✅
`bake_diffuse`	Bake diffuse/albedo color	✅

Extraction Tools (`extraction_*`)

Analysis tools for the Automatic Workflow Extraction System. Enables deep topology analysis, component detection, symmetry detection, and multi-angle rendering for LLM Vision integration.

Tool	Description	Status
`extraction_deep_topology`	Deep topology analysis with feature detection	✅
`extraction_component_separate`	Separate mesh into loose parts	✅
`extraction_detect_symmetry`	Detect X/Y/Z symmetry planes	✅
`extraction_edge_loop_analysis`	Analyze edge loops and patterns	✅
`extraction_face_group_analysis`	Analyze face groups by normal/height	✅
`extraction_render_angles`	Multi-angle renders for LLM Vision	✅

Metaball Tools (`metaball_*`)

Organic blob primitives for medical/biological modeling.

Tool	Description	Status
`metaball_create`	Create metaball object	✅
`metaball_add_element`	Add element (ball, capsule, ellipsoid)	✅
`metaball_to_mesh`	Convert metaball to mesh	✅

Macro Tools (`macro_*`)

High-level abstractions where one command executes hundreds of Blender operations.

Tool	Description	Status
`macro_organify`	Convert blockouts to organic shapes	🚧
`macro_create_phone_base`	Generate smartphone chassis	🚧
`macro_human_blockout`	Generate proportional human mesh	🚧
`macro_retopologize`	Automate low-poly conversion	🚧
`macro_panel_cut`	Hard-surface panel cutting	🚧
`macro_lowpoly_convert`	Reduce polycount preserving silhouette	🚧
`macro_cleanup_all`	Scene-wide mesh cleanup	🚧

Sculpting Tools (`sculpt_*`)

Organic shaping and sculpt workflows.

Core Brushes

Tool	Description	Status
`sculpt_auto`	High-level sculpt operation (mesh filters)	✅
`sculpt_brush_smooth`	Smooth brush	✅
`sculpt_brush_grab`	Grab brush	✅
`sculpt_brush_crease`	Crease brush	✅

Organic Brushes

Tool	Description	Status
`sculpt_brush_clay`	Add clay-like material	✅
`sculpt_brush_inflate`	Inflate/deflate areas	✅
`sculpt_brush_blob`	Create organic bulges	✅
`sculpt_brush_snake_hook`	Pull long tendrils (vessels, nerves)	✅
`sculpt_brush_draw`	Basic sculpt draw	✅
`sculpt_brush_pinch`	Pinch geometry together	✅

Dynamic Topology

Tool	Description	Status
`sculpt_enable_dyntopo`	Enable dynamic topology	✅
`sculpt_disable_dyntopo`	Disable dynamic topology	✅
`sculpt_dyntopo_flood_fill`	Apply detail level to entire mesh	✅

Armature Tools (`armature_*`)

Skeletal rigging and animation.

Tool	Description	Status
`armature_create`	Create armature with initial bone	✅
`armature_add_bone`	Add bone to armature	✅
`armature_bind`	Bind mesh to armature (auto weights)	✅
`armature_pose_bone`	Pose armature bone	✅
`armature_weight_paint_assign`	Assign weights to vertex group	✅

🤖 Router Supervisor ✅

Intelligent Router acting as supervisor over LLM tool calls - not just an "intent matcher". Intercepts, corrects, expands, and overrides tool calls before execution.

Status: ✅ Complete | All 6 Phases Done | Test counts vary — see 🧪 Testing for up-to-date numbers

Documentation: See _docs/_ROUTER/ for full documentation including Quick Start, Configuration, Patterns, and API Reference.

All Phases Complete ✅

Phase	Components	Status
Phase 1: Foundation	Directory structure, Domain entities, Interfaces, Metadata loader (119 JSON files), Config	✅
Phase 2: Analysis	Tool interceptor, Scene context analyzer, Geometry pattern detector, Proportion calculator	✅
Phase 3: Engines	Tool correction, Tool override, Workflow expansion, Error firewall, Intent classifier (LaBSE)	✅
Phase 4: Integration	SupervisorRouter orchestrator, MCP integration, Logging & telemetry	✅
Phase 5: Workflows	Phone workflow, Tower workflow, Screen cutout workflow, Custom YAML workflows	✅
Phase 6: Testing & Docs	E2E test suite (see 🧪 Testing), Complete documentation (6 guides)	✅

Key Features

Feature	Description
LLM Supervisor	Intercepts and corrects LLM tool calls before execution
Scene-Aware	Analyzes Blender state via RPC for informed decisions
Pattern Detection	Recognizes 9 patterns: tower, phone, table, pillar, wheel, box, sphere, cylinder
Auto-Correction	Fixes mode violations, missing selection, invalid parameters
Workflow Expansion	Single tool → complete multi-step workflow
Error Firewall	Blocks/fixes invalid operations before they crash
100% Offline	No external API calls - LaBSE runs locally (~1.8GB RAM)
Multilingual	LaBSE supports 109 languages for intent classification
Semantic Matching	Match workflows by meaning, not just keywords (LaBSE embeddings)
Generalization	Use similar workflow when exact match missing
Feedback Learning	Improve matching from user corrections
LanceDB Vector Store	O(log N) HNSW search with metadata filtering (TASK-047)
Confidence Adaptation	HIGH/MEDIUM/LOW confidence → full/filtered/core workflow (TASK-051)
Parametric Variables	`$variable` syntax with `defaults` and `modifiers` for dynamic params (TASK-052)

Workflow-First Quick Start (recommended)

Use this when you want the LLM to prefer existing YAML workflows and only fall back to manual tool-calling when no workflow matches.

1) Optional: preview likely workflow matches (read-only)
   workflow_catalog(action="search", query="<your prompt>", top_k=5, threshold=0.0)

2) Set the goal (mandatory)
   router_set_goal(goal="<your prompt including modifiers>")

3) Handle Router response
   - status == "needs_input": call router_set_goal(goal, resolved_params={...})
   - status == "ready": proceed (workflow executes / expands into tool calls)
   - status == "no_match": switch to manual tool-calling
   - status == "error": router malfunction (fail-fast). Check logs and open a GitHub issue.

Example: LLM sends mesh tool in wrong mode

LLM: mesh_extrude(depth=0.5)  # In OBJECT mode, no selection

Router detects:
  - Mode: OBJECT (mesh tool needs EDIT)
  - Selection: None (extrude needs faces)
  - Pattern: phone_like

Router outputs:
  1. system_set_mode(mode="EDIT")
  2. mesh_select(action="all", mode="FACE")
  3. mesh_inset(thickness=0.03)
  4. mesh_extrude(depth=-0.02)
  5. system_set_mode(mode="OBJECT")

Result: Screen cutout created instead of crash!

Semantic Workflow Matching

User: "zrób krzesło" (make a chair)

Router behavior:
  → LaBSE semantic similarity search
  → Found: table_workflow (0.72), tower_workflow (0.45)
  → Uses table_workflow with inherited proportions
  → Chair has proper leg ratios from table, vertical proportions from tower

Parametric Variables (TASK-052)

# In workflow YAML:
defaults:
  leg_angle: 0.32        # A-frame legs (default)

modifiers:
  "straight legs":
    leg_angle: 0         # Override for vertical legs
  "proste nogi":         # Polish support
    leg_angle: 0

steps:
  - tool: modeling_transform_object
    params:
      rotation: [0, "$leg_angle", 0]  # Uses variable

User: "table with straight legs"
→ Modifier "straight legs" matches
→ leg_angle = 0 (vertical legs instead of A-frame)

User: "stół z proste nogi"
→ Polish modifier matches
→ Same result: vertical legs

Configuration Presets

from server.router.infrastructure.config import RouterConfig

# Default (recommended)
config = RouterConfig()

# Strict mode (no auto-fixes)
config = RouterConfig(auto_mode_switch=False, auto_selection=False)

# Performance mode (longer cache)
config = RouterConfig(cache_ttl_seconds=2.0, log_decisions=False)

🧠 LLM Context Optimization

Unified "mega tools" that consolidate multiple related operations to reduce LLM context usage.

Scene Mega Tools

Mega Tool	Actions	Savings	Status
`scene_context`	mode, selection	-1	✅
`scene_create`	light, camera, empty	-2	✅
`scene_inspect`	object, topology, modifiers, materials	-3	✅

Mesh Mega Tools

Mega Tool	Actions	Savings	Status
`mesh_select`	all, none, linked, more, less, boundary	-4	✅
`mesh_select_targeted`	by_index, loop, ring, by_location	-3	✅

Total: 18 tools → 5 mega tools (-13 definitions for LLM context)

🚀 Quick Start

1. Install the Blender Addon

Download blender_ai_mcp.zip from the Releases Page.
Open Blender -> Edit -> Preferences -> Add-ons.
Click Install... and select the zip file.
Enable the addon. It will start a local server on port 8765.

2. Configure your MCP Client (Cline / Claude Code / Codex CLI)

We recommend using Docker to run the MCP Server.

Cline / Claude Code — cline_mcp_settings.json (macOS/Windows)

{
  "mcpServers": {
    "blender-ai-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e", "BLENDER_RPC_HOST=host.docker.internal",
        "ghcr.io/patrykiti/blender-ai-mcp:latest"
      ],
      "disabled": false,
      "autoApprove": [
        "scene_list_objects",
        "scene_delete_object",
        "scene_clean_scene",
        "scene_duplicate_object",
        "scene_set_active_object",
        "scene_get_viewport",
        "scene_set_mode",
        "scene_context",
        "scene_create",
        "scene_inspect",
        "scene_snapshot_state",
        "scene_compare_snapshot",
        "scene_rename_object",
        "scene_hide_object",
        "scene_show_all_objects",
        "scene_isolate_object",
        "scene_camera_orbit",
        "scene_camera_focus",
        "scene_get_custom_properties",
        "scene_set_custom_property",
        "scene_get_hierarchy",
        "scene_get_bounding_box",
        "scene_get_origin_info",
        "collection_list",
        "collection_list_objects",
        "collection_manage",
        "material_list",
        "material_list_by_object",
        "material_create",
        "material_assign",
        "material_set_params",
        "material_set_texture",
        "material_inspect_nodes",
        "uv_list_maps",
        "uv_unwrap",
        "uv_pack_islands",
        "uv_create_seam",
        "modeling_create_primitive",
        "modeling_transform_object",
        "modeling_add_modifier",
        "modeling_apply_modifier",
        "modeling_convert_to_mesh",
        "modeling_join_objects",
        "modeling_separate_object",
        "modeling_set_origin",
        "modeling_list_modifiers",
        "mesh_select",
        "mesh_select_targeted",
        "mesh_delete_selected",
        "mesh_extrude_region",
        "mesh_fill_holes",
        "mesh_bevel",
        "mesh_loop_cut",
        "mesh_inset",
        "mesh_boolean",
        "mesh_merge_by_distance",
        "mesh_subdivide",
        "mesh_smooth",
        "mesh_flatten",
        "mesh_list_groups",
        "mesh_get_vertex_data",
        "mesh_randomize",
        "mesh_shrink_fatten",
        "mesh_create_vertex_group",
        "mesh_assign_to_group",
        "mesh_remove_from_group",
        "mesh_bisect",
        "mesh_edge_slide",
        "mesh_vert_slide",
        "mesh_triangulate",
        "mesh_remesh_voxel",
        "mesh_transform_selected",
        "mesh_bridge_edge_loops",
        "mesh_duplicate_selected",
        "mesh_spin",
        "mesh_screw",
        "mesh_add_vertex",
        "mesh_add_edge_face",
        "mesh_edge_crease",
        "mesh_bevel_weight",
        "mesh_mark_sharp",
        "mesh_dissolve",
        "mesh_tris_to_quads",
        "mesh_normals_make_consistent",
        "mesh_decimate",
        "mesh_knife_project",
        "mesh_rip",
        "mesh_split",
        "mesh_edge_split",
        "mesh_symmetrize",
        "mesh_grid_fill",
        "mesh_poke_faces",
        "mesh_beautify_fill",
        "mesh_mirror",
        "curve_create",
        "curve_to_mesh",
        "text_create",
        "text_edit",
        "text_to_mesh",
        "export_glb",
        "export_fbx",
        "export_obj",
        "sculpt_auto",
        "sculpt_brush_smooth",
        "sculpt_brush_grab",
        "sculpt_brush_crease",
        "sculpt_brush_clay",
        "sculpt_brush_inflate",
        "sculpt_brush_blob",
        "sculpt_brush_snake_hook",
        "sculpt_brush_draw",
        "sculpt_brush_pinch",
        "sculpt_enable_dyntopo",
        "sculpt_disable_dyntopo",
        "sculpt_dyntopo_flood_fill",
        "metaball_create",
        "metaball_add_element",
        "metaball_to_mesh",
        "skin_create_skeleton",
        "skin_set_radius",
        "lattice_create",
        "lattice_bind",
        "lattice_edit_point",
        "mesh_set_proportional_edit",
        "system_set_mode",
        "system_undo",
        "system_redo",
        "system_save_file",
        "system_new_file",
        "system_snapshot",
        "bake_normal_map",
        "bake_ao",
        "bake_combined",
        "bake_diffuse",
        "import_obj",
        "import_fbx",
        "import_glb",
        "import_image_as_plane",
        "extraction_deep_topology",
        "extraction_component_separate",
        "extraction_detect_symmetry",
        "extraction_edge_loop_analysis",
        "extraction_face_group_analysis",
        "extraction_render_angles",
        "armature_create",
        "armature_add_bone",
        "armature_bind",
        "armature_pose_bone",
        "armature_weight_paint_assign",
        "workflow_catalog",
        "router_set_goal",
        "router_get_status",
        "router_clear_goal"
      ]
    }
  }
}

Cline / Claude Code — cline_mcp_settings.json (Linux)

{
  "mcpServers": {
    "blender-ai-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--network", "host",
        "-e", "BLENDER_RPC_HOST=127.0.0.1",
        "ghcr.io/patrykiti/blender-ai-mcp:latest"
      ],
      "disabled": false,
      "autoApprove": [
        "scene_list_objects",
        "scene_delete_object",
        "scene_clean_scene",
        "scene_duplicate_object",
        "scene_set_active_object",
        "scene_get_viewport",
        "scene_set_mode",
        "scene_context",
        "scene_create",
        "scene_inspect",
        "scene_snapshot_state",
        "scene_compare_snapshot",
        "scene_rename_object",
        "scene_hide_object",
        "scene_show_all_objects",
        "scene_isolate_object",
        "scene_camera_orbit",
        "scene_camera_focus",
        "scene_get_custom_properties",
        "scene_set_custom_property",
        "scene_get_hierarchy",
        "scene_get_bounding_box",
        "scene_get_origin_info",
        "collection_list",
        "collection_list_objects",
        "collection_manage",
        "material_list",
        "material_list_by_object",
        "material_create",
        "material_assign",
        "material_set_params",
        "material_set_texture",
        "material_inspect_nodes",
        "uv_list_maps",
        "uv_unwrap",
        "uv_pack_islands",
        "uv_create_seam",
        "modeling_create_primitive",
        "modeling_transform_object",
        "modeling_add_modifier",
        "modeling_apply_modifier",
        "modeling_convert_to_mesh",
        "modeling_join_objects",
        "modeling_separate_object",
        "modeling_set_origin",
        "modeling_list_modifiers",
        "mesh_select",
        "mesh_select_targeted",
        "mesh_delete_selected",
        "mesh_extrude_region",
        "mesh_fill_holes",
        "mesh_bevel",
        "mesh_loop_cut",
        "mesh_inset",
        "mesh_boolean",
        "mesh_merge_by_distance",
        "mesh_subdivide",
        "mesh_smooth",
        "mesh_flatten",
        "mesh_list_groups",
        "mesh_get_vertex_data",
        "mesh_randomize",
        "mesh_shrink_fatten",
        "mesh_create_vertex_group",
        "mesh_assign_to_group",
        "mesh_remove_from_group",
        "mesh_bisect",
        "mesh_edge_slide",
        "mesh_vert_slide",
        "mesh_triangulate",
        "mesh_remesh_voxel",
        "mesh_transform_selected",
        "mesh_bridge_edge_loops",
        "mesh_duplicate_selected",
        "mesh_spin",
        "mesh_screw",
        "mesh_add_vertex",
        "mesh_add_edge_face",
        "mesh_edge_crease",
        "mesh_bevel_weight",
        "mesh_mark_sharp",
        "mesh_dissolve",
        "mesh_tris_to_quads",
        "mesh_normals_make_consistent",
        "mesh_decimate",
        "mesh_knife_project",
        "mesh_rip",
        "mesh_split",
        "mesh_edge_split",
        "mesh_symmetrize",
        "mesh_grid_fill",
        "mesh_poke_faces",
        "mesh_beautify_fill",
        "mesh_mirror",
        "curve_create",
        "curve_to_mesh",
        "text_create",
        "text_edit",
        "text_to_mesh",
        "export_glb",
        "export_fbx",
        "export_obj",
        "sculpt_auto",
        "sculpt_brush_smooth",
        "sculpt_brush_grab",
        "sculpt_brush_crease",
        "sculpt_brush_clay",
        "sculpt_brush_inflate",
        "sculpt_brush_blob",
        "sculpt_brush_snake_hook",
        "sculpt_brush_draw",
        "sculpt_brush_pinch",
        "sculpt_enable_dyntopo",
        "sculpt_disable_dyntopo",
        "sculpt_dyntopo_flood_fill",
        "metaball_create",
        "metaball_add_element",
        "metaball_to_mesh",
        "skin_create_skeleton",
        "skin_set_radius",
        "lattice_create",
        "lattice_bind",
        "lattice_edit_point",
        "mesh_set_proportional_edit",
        "system_set_mode",
        "system_undo",
        "system_redo",
        "system_save_file",
        "system_new_file",
        "system_snapshot",
        "bake_normal_map",
        "bake_ao",
        "bake_combined",
        "bake_diffuse",
        "import_obj",
        "import_fbx",
        "import_glb",
        "import_image_as_plane",
        "extraction_deep_topology",
        "extraction_component_separate",
        "extraction_detect_symmetry",
        "extraction_edge_loop_analysis",
        "extraction_face_group_analysis",
        "extraction_render_angles",
        "armature_create",
        "armature_add_bone",
        "armature_bind",
        "armature_pose_bone",
        "armature_weight_paint_assign",
        "workflow_catalog",
        "router_set_goal",
        "router_get_status",
        "router_clear_goal"
      ]
    }
  }
}

GitHub Copilot CLI

Copilot uses a slightly different config structure. Ensure you map the temp directory properly if you want file outputs.

{
  "mcpServers": {
    "blender-ai-mcp": {
      "type": "local",
      "command": "docker",
      "tools": [
        "*"
      ],
      "args": [
        "run",
        "-i",
        "--rm",
        "-v",
        "/tmp:/tmp",
        "ghcr.io/patrykiti/blender-ai-mcp:latest"
      ],
      "env": {
        "BLENDER_AI_TMP_INTERNAL_DIR": "/tmp",
        "BLENDER_AI_TMP_EXTERNAL_DIR": "/tmp",
        "BLENDER_RPC_HOST": "host.docker.internal"
      }
    }
  }
}

Codex CLI — ~/.codex/config.toml

Create/update ~/.codex/config.toml:

[mcp_servers.blender-ai-mcp]
command = "docker"
# Optional
args = [
  "run",
  "-i",
  "-v",
  "/tmp:/tmp",
  "-e",
  "BLENDER_AI_TMP_INTERNAL_DIR=/tmp",
  "-e",
  "BLENDER_AI_TMP_EXTERNAL_DIR=/tmp",
  "-e",
  "ROUTER_ENABLED=true",
  "-e",
  "LOG_LEVEL=DEBUG",
  "-e",
  "BLENDER_RPC_HOST=host.docker.internal",
  "blender-ai-mcp:latest"
]

# Optional: propagate additional env vars to the MCP server.
# A default whitelist of env vars will be propagated to the MCP server.
# https://github.com/openai/codex/blob/main/codex-rs/rmcp-client/src/utils.rs#L82
env = {}

enabled_tools = [
  "scene_list_objects",
  "scene_delete_object",
  "scene_clean_scene",
  "scene_duplicate_object",
  "scene_set_active_object",
  "scene_get_viewport",
  "scene_set_mode",
  "scene_context",
  "scene_create",
  "scene_inspect",
  "scene_snapshot_state",
  "scene_compare_snapshot",
  "scene_rename_object",
  "scene_hide_object",
  "scene_show_all_objects",
  "scene_isolate_object",
  "scene_camera_orbit",
  "scene_camera_focus",
  "scene_get_custom_properties",
  "scene_set_custom_property",
  "scene_get_hierarchy",
  "scene_get_bounding_box",
  "scene_get_origin_info",
  "collection_list",
  "collection_list_objects",
  "collection_manage",
  "material_list",
  "material_list_by_object",
  "material_create",
  "material_assign",
  "material_set_params",
  "material_set_texture",
  "material_inspect_nodes",
  "uv_list_maps",
  "uv_unwrap",
  "uv_pack_islands",
  "uv_create_seam",
  "modeling_create_primitive",
  "modeling_transform_object",
  "modeling_add_modifier",
  "modeling_apply_modifier",
  "modeling_convert_to_mesh",
  "modeling_join_objects",
  "modeling_separate_object",
  "modeling_set_origin",
  "modeling_list_modifiers",
  "mesh_select",
  "mesh_select_targeted",
  "mesh_delete_selected",
  "mesh_extrude_region",
  "mesh_fill_holes",
  "mesh_bevel",
  "mesh_loop_cut",
  "mesh_inset",
  "mesh_boolean",
  "mesh_merge_by_distance",
  "mesh_subdivide",
  "mesh_smooth",
  "mesh_flatten",
  "mesh_list_groups",
  "mesh_get_vertex_data",
  "mesh_randomize",
  "mesh_shrink_fatten",
  "mesh_create_vertex_group",
  "mesh_assign_to_group",
  "mesh_remove_from_group",
  "mesh_bisect",
  "mesh_edge_slide",
  "mesh_vert_slide",
  "mesh_triangulate",
  "mesh_remesh_voxel",
  "mesh_transform_selected",
  "mesh_bridge_edge_loops",
  "mesh_duplicate_selected",
  "mesh_spin",
  "mesh_screw",
  "mesh_add_vertex",
  "mesh_add_edge_face",
  "mesh_edge_crease",
  "mesh_bevel_weight",
  "mesh_mark_sharp",
  "mesh_dissolve",
  "mesh_tris_to_quads",
  "mesh_normals_make_consistent",
  "mesh_decimate",
  "mesh_knife_project",
  "mesh_rip",
  "mesh_split",
  "mesh_edge_split",
  "mesh_symmetrize",
  "mesh_grid_fill",
  "mesh_poke_faces",
  "mesh_beautify_fill",
  "mesh_mirror",
  "curve_create",
  "curve_to_mesh",
  "text_create",
  "text_edit",
  "text_to_mesh",
  "export_glb",
  "export_fbx",
  "export_obj",
  "sculpt_auto",
  "sculpt_brush_smooth",
  "sculpt_brush_grab",
  "sculpt_brush_crease",
  "sculpt_brush_clay",
  "sculpt_brush_inflate",
  "sculpt_brush_blob",
  "sculpt_brush_snake_hook",
  "sculpt_brush_draw",
  "sculpt_brush_pinch",
  "sculpt_enable_dyntopo",
  "sculpt_disable_dyntopo",
  "sculpt_dyntopo_flood_fill",
  "metaball_create",
  "metaball_add_element",
  "metaball_to_mesh",
  "skin_create_skeleton",
  "skin_set_radius",
  "lattice_create",
  "lattice_bind",
  "lattice_edit_point",
  "mesh_set_proportional_edit",
  "system_set_mode",
  "system_undo",
  "system_redo",
  "system_save_file",
  "system_new_file",
  "system_snapshot",
  "bake_normal_map",
  "bake_ao",
  "bake_combined",
  "bake_diffuse",
  "import_obj",
  "import_fbx",
  "import_glb",
  "import_image_as_plane",
  "extraction_deep_topology",
  "extraction_component_separate",
  "extraction_detect_symmetry",
  "extraction_edge_loop_analysis",
  "extraction_face_group_analysis",
  "extraction_render_angles",
  "armature_create",
  "armature_add_bone",
  "armature_bind",
  "armature_pose_bone",
  "armature_weight_paint_assign",
  "workflow_catalog",
  "router_set_goal",
  "router_get_status",
  "router_clear_goal"
]

⚠️ Important Network Configuration:

macOS/Windows: Use host.docker.internal (as shown in the first config). The --network host option does NOT work on Docker Desktop for Mac/Windows.
Linux: Use --network host with 127.0.0.1 (as shown in the second config).
Troubleshooting: If the MCP server starts but cannot connect to Blender (timeout errors), ensure Blender is running with the addon enabled and that port 8765 is not blocked.

Viewport Output Modes & Temp Directory Mapping

The scene_get_viewport tool supports multiple output modes via the output_mode argument:

IMAGE (default): returns a FastMCP Image resource (best for Cline / clients with native image support).
BASE64: returns the raw base64-encoded JPEG string for direct Vision-module consumption.
FILE: writes the image to a temp directory and returns a message with host-visible file paths.
MARKDOWN: writes the image and returns rich markdown with an inline data: URL plus host-visible paths.

When running in Docker, map the internal temp directory to a host folder and configure env vars:

# Example volume & env mapping
docker run -i --rm \
  -v /host/tmp/blender-ai-mcp:/tmp/blender-ai-mcp \
  -e BLENDER_RPC_HOST=host.docker.internal \
  -e BLENDER_AI_TMP_INTERNAL_DIR=/tmp/blender-ai-mcp \
  -e BLENDER_AI_TMP_EXTERNAL_DIR=/host/tmp/blender-ai-mcp \
  ghcr.io/patrykiti/blender-ai-mcp:latest

📈 Star History

🤝 Contributing

We welcome contributions! Please read CONTRIBUTING.md to understand our Clean Architecture standards before submitting a Pull Request.

🧩 Community & Support

Support: SUPPORT.md
Security: SECURITY.md
Code of Conduct: CODE_OF_CONDUCT.md

👨‍💻 Author

Patryk Ciechański

GitHub: PatrykIti

License

This project is licensed under the Business Source License 1.1 (BSL 1.1)
with a custom Additional Use Grant authored by Patryk Ciechański (PatrykIti).

The license automatically converts to Apache 2.0 on 2029-12-01.

For the full license text, see: LICENSE

Change License text (Apache 2.0): LICENSE-APACHE-2.0.txt

Blender AI MCP

blender-ai-mcp

🚀 Why use this MCP Server instead of raw Python code?

🏗️ Architecture

✅ Support Matrix

🧪 Testing

🗺️ Roadmap & Capabilities

Scene Tools (scene_*)

Modeling Tools (modeling_*)

Lattice Deformation

Text Objects

Skin Modifier (Tubular Structures)

Mesh Tools (mesh_*)

Selection

Core Operations

Transform & Geometry

Deformation

Precision Tools

Procedural

Vertex Groups

Edge Weights & Creases

Cleanup & Optimization

Knife & Cut

Symmetry & Fill

Curve Tools (curve_*)

Collection Tools (collection_*)

Material Tools (material_*)

UV Tools (uv_*)

System Tools (system_*)

Export Tools (export_*)

Import Tools (import_*)

Baking Tools (bake_*)

Extraction Tools (extraction_*)

Metaball Tools (metaball_*)

Macro Tools (macro_*)

Sculpting Tools (sculpt_*)