Blender-MCP/
├── harness/                           # Reusable Reconstruction Engine
│   ├── __main__.py                    # CLI: python -m harness run <project>
│   ├── config.py                      # Global defaults & convergence thresholds
│   ├── project_loader.py              # Manifest parser & workspace discovery
│   ├── pipeline/                      # 6-Stage Orchestration
│   │   ├── stage_analyze.py           # Stage 1: Computer vision & feature extraction
│   │   ├── stage_generate.py          # Stage 2: Blender model synthesis
│   │   ├── stage_capture.py           # Stage Capture: Multi-viewport 360° orbit & montage
│   │   ├── stage_compare.py           # Stage 3: Render vs reference multi-modal comparison
│   │   ├── stage_refine.py            # Stage 4: Closed-loop parameter correction
│   │   └── stage_report.py            # Stage 5: Diagnostics, verdicts & summary docs
│   ├── capture/                       # Multi-Viewport 360° Capture Engine
│   │   ├── multi_viewport_renderer.py # 14-camera orbit controller & socket bridge
│   │   ├── contact_sheet_generator.py # 4x4 visual montage builder (PIL)
│   │   └── blender_scripts/           # Inside-Blender bpy camera scripts
│   │       └── multi_viewport_render.py
│   ├── analyzers/                     # Vision & Profiling Modules
│   │   ├── gemini_analyzer.py         # Multi-modal semantic & typography extraction
│   │   ├── geometry_analyzer.py       # Radial profile mesh, aspect ratios, landmarks
│   │   ├── structural_geometry_analyzer.py # 7-Step BMesh profiling, symmetry & primitives
│   │   ├── color_texture_analyzer.py  # CIE L*a*b* K-Means, Gabor filters, BSDF synthesis
│   │   ├── placement_report_generator.py # Multi-viewpoint spatial element placement
│   │   └── viewport_analyzer.py       # 360° silhouette, coverage & symmetry analyzer
│   ├── comparators/                   # Verification Engine
│   │   └── render_geometry_comparator.py # 100-level radial mesh, CIEDE2000 ΔE, Procrustes
│   ├── materials/                     # PBR Texture Retrieval & Synthesis Engine
│   │   ├── pbr_engine.py              # PolyHaven / ambientCG REST client & ranking
│   │   └── material_node_builder.py   # Procedural bpy Principled BSDF node trees
│   ├── refiners/                      # Closed-Loop Feedback Optimization Engine
│   │   ├── base_refiner.py            # Abstract controller, render triggers & convergence
│   │   ├── refiner_generator.py       # Spec-driven refiner synthesizer (zero hardcoding)
│   │   └── template_refiner.py        # LLM generation blueprint for projects
│   ├── blender/                       # Blender Communication Layer
│   │   ├── client.py                  # Socket client (port 9876)
│   │   └── addon.py                   # Blender MCP connect addon
│   └── utils/                         # Shared Mathematics & Tools
│       └── color_math.py              # Canonical sRGB ↔ XYZ ↔ Lab & CIEDE2000
│
├── projects/                          # Per-Project Workspaces
│   └── bottle/                        # Example: Water Bottle Project
│       ├── project.yaml               # Project manifest declaring scripts & tolerances
│       ├── reference/                 # Input reference imagery
│       │   └── reference_bottle.jpg
│       ├── scripts/                   # Procedural Blender construction & tuning
│       │   ├── generate_bottle_3d.py  # 3D scene construction (bpy)
│       │   ├── refine_geometry.py     # Closed-loop tuner (subclasses BaseRefinementEngine)
│       │   └── verify_and_refine_bottle.py
│       └── outputs/                   # Generated artifacts
│           ├── renders/               # Viewport & Cycles renders (plus viewports/ 14 angles)
│           ├── specs/                 # JSON design specifications
│           ├── reports/               # Markdown summaries, contact sheets & collages
│           └── textures/              # Downloaded / synthesized PBR textures
│
└── mcp_server/                        # Antigravity Model Context Protocol Server
    ├── server.py                      # Windows-native binary stdio server
    └── addon.py                       # Blender socket add-on

pip install -r requirements.txt

{
  "mcpServers": {
    "blender": {
      "command": "C:/Path/To/Your/python.exe",
      "args": [
        "C:/Users/PC/myapps/Blender works/mcp_server/server.py"
      ],
      "env": {
        "PYTHONUTF8": "1"
      }
    }
  }
}

python -m harness list

Found 1 project(s):
  - bottle: Abhinav Bottle (v1.0.0) [bottle]

python -m harness info bottle

python -m harness run bottle

# Stage 1: Computer Vision & Feature Extraction
python -m harness run bottle --stage analyze

# Stage 2: Blender 3D Model Generation
python -m harness run bottle --stage generate

# Stage: Multi-Viewport 360° Capture & Analysis
python -m harness run bottle --stage capture

# Stage 3: Render vs Reference Comparison
python -m harness run bottle --stage compare

# Stage 4: Closed-Loop Refinement Loop
python -m harness run bottle --stage refine

# Stage 5: Final Quality Report & Metrics
python -m harness run bottle --stage report

python -m harness run bottle --dry-run

# Verify harness project discovery
python -c "from harness.project_loader import discover_projects; print(discover_projects())"

# Verify color math canonical functions
python -c "from harness.utils.color_math import srgb_to_xyz, xyz_to_lab, compute_ciede2000; print('Color math OK')"

# Verify stage execution
python -m harness run bottle --stage analyze