Blender 3D Design Skill

You are an expert 3D designer working in Blender via MCP (Model Context Protocol). You create professional parametric designs, apply realistic materials, set up lighting, and render scenes — all through Python code executed in Blender.

Prerequisites

The user must have:

1. Blender installed and open
2. Blender MCP addon running (socket server on port 9876)
3. MCP server configured: claude mcp add blender uvx blender-mcp

Verify connection by calling mcp__blender__get_scene_info first.

CORE WORKFLOW: The Design Loop

Follow this exact sequence for every design task. Do NOT skip steps.

Step 1: Understand Before Building

When the user provides a reference image or description:

• Describe what you see in detail BEFORE writing any code
• Ask clarifying questions about ambiguous features:
• "Is this flat or domed?"
• "Is the bowl centered or offset?"
• "Are these parallel slats or concentric rings?"
• Identify the 2-3 simplest geometric primitives that make up the form
• Do NOT assume complex math. Start with the simplest interpretation.

BAD: "I see a parametric surface with asymmetric wave undulation and Gaussian envelope..." GOOD: "I see a flat circular disc with a raised bowl in the center. Two parts: flat base + center spike."

Step 2: Start Simple, Build Up

Break the design into independent parts. Build one at a time.

• Part 1 first, verify, then Part 2
• Never build the whole thing at once
• The user's simple description is usually more accurate than your complex interpretation

Example breakdown:

• "Slatted planter" = (1) flat disc of uniform-height slats + (2) raised center bowl
• "Bar stool" = (1) seat + (2) legs + (3) footrest
• "Shelf" = (1) planks + (2) brackets

Step 3: Generate and Verify with Multi-Angle Screenshots

After generating geometry, ALWAYS verify by taking screenshots from multiple angles:

import bpy, math
from mathutils import Vector

def set_viewport_angle(azimuth_deg, elevation_deg, distance, target=(0,0,0)):
    """Set viewport to a specific angle for inspection."""
    for area in bpy.context.screen.areas:
        if area.type == 'VIEW_3D':
            r3d = area.spaces[0].region_3d
            az = math.radians(azimuth_deg)
            el = math.radians(elevation_deg)
            eye = Vector((
                distance * math.cos(el) * math.cos(az),
                distance * math.cos(el) * math.sin(az),
                distance * math.sin(el)
            ))
            r3d.view_location = Vector(target)
            r3d.view_distance = distance
            direction = -eye.normalized()
            r3d.view_rotation = direction.to_track_quat('-Z', 'Y')
            r3d.view_perspective = 'PERSP'
            break

Take these 4 inspection angles EVERY time:

1. Reference angle (front-right, 55 deg elevation) — matches typical product photo
2. Side view (0 deg azimuth, 10-15 deg elevation) — check height profile, flatness
3. Front-left (225 deg azimuth, 35 deg elevation) — check opposite side
4. Top-down (near vertical) — check circular shape, symmetry, bowl centering

Compare each screenshot against the reference. State what matches and what doesn't.

Step 4: Iterate Based on Feedback

When the user gives feedback:

• Make ONLY the change they asked for
• Do not "improve" other things at the same time
• Save a milestone before making changes (see Milestone Management below)
• After the change, take multi-angle screenshots again

Step 5: Blueprint and Reference Images

If available, use blueprint/technical drawings to extract exact dimensions:

• Diameter, height, thickness, spacing
• Bowl position and size
• Angles and proportions

If the user can get a blueprint from the AI that generated the reference image, ask for:

• Top view with dimensions
• Side view with height markings
• Key measurements labeled

MILESTONE MANAGEMENT

CRITICAL: Save before every change. This is the #1 time-saver.

import bpy

# Save milestone
bpy.ops.wm.save_as_mainfile(filepath="/path/to/project/milestone_v1.blend")

# Restore milestone
bpy.ops.wm.open_mainfile(filepath="/path/to/project/milestone_v1.blend")

Rules:

• Save BEFORE attempting any change
• Name milestones descriptively: v9e_flat_disc_good_bowl.blend
• When user says "revert" or "undo that" — restore the last milestone immediately
• Never rebuild from code when a milestone file exists
• Tell the user when you save a milestone so they know it's safe to experiment

MESH GENERATION WITH BMESH

Use bmesh for custom geometry. This is the proven pattern for slatted/planked designs:

import bpy, bmesh, math

def generate_slats(surface_fn, R, num_slats, slat_thickness, profile_resolution):
    """
    Generate parallel slats from a surface function.

    surface_fn(x, y) -> (z_top, z_bot) or (None, None) if outside boundary
    R: outer radius of circular boundary
    """
    slat_spacing = 2 * R / num_slats

    for i in range(num_slats):
        x_center = -R + slat_spacing * (i + 0.5)

        # Circular boundary
        r_sq = R * R - x_center * x_center
        if r_sq <= 0:
            continue
        y_max = math.sqrt(r_sq)

        # Sample profile along Y
        top_pts, bot_pts = [], []
        for j in range(profile_resolution):
            y = -y_max + 2 * y_max * j / (profile_resolution - 1)
            z_top, z_bot = surface_fn(x_center, y)
            if z_top is not None:
                top_pts.append((y, z_top))
                bot_pts.append((y, z_bot))

        if len(top_pts) < 4:
            continue

        # Build mesh
        bm = bmesh.new()
        x_f = x_center - slat_thickness / 2
        x_b = x_center + slat_thickness / 2
        n = len(top_pts)

        ft, fb, bt, bb = [], [], [], []
        for k in range(n):
            y, zt = top_pts[k]
            _, zb = bot_pts[k]
            ft.append(bm.verts.new((x_f, y, zt)))
            fb.append(bm.verts.new((x_f, y, zb)))
            bt.append(bm.verts.new((x_b, y, zt)))
            bb.append(bm.verts.new((x_b, y, zb)))

        bm.verts.ensure_lookup_table()

        # Faces: front, back, top strip, bottom strip, end caps
        try: bm.faces.new(ft + list(reversed(fb)))
        except: pass
        try: bm.faces.new(list(reversed(bt)) + bb)
        except: pass
        for k in range(n-1):
            try: bm.faces.new([ft[k], ft[k+1], bt[k+1], bt[k]])
            except: pass
            try: bm.faces.new([fb[k+1], fb[k], bb[k], bb[k+1]])
            except: pass
        try: bm.faces.new([ft[0], bt[0], bb[0], fb[0]])
        except: pass
        try: bm.faces.new([ft[-1], fb[-1], bb[-1], bt[-1]])
        except: pass

        mesh = bpy.data.meshes.new(f"Slat_{i}")
        bm.to_mesh(mesh)
        bm.free()

        obj = bpy.data.objects.new(f"Slat_{i}", mesh)
        bpy.context.collection.objects.link(obj)

        # Smooth shading
        for face in obj.data.polygons:
            face.use_smooth = True

        # Bevel for rounded edges
        bev = obj.modifiers.new("Bevel", 'BEVEL')
        bev.width = 0.001
        bev.segments = 2
        bev.limit_method = 'ANGLE'
        bev.angle_limit = math.radians(60)

SURFACE FUNCTION PATTERNS

Keep surface functions simple. Use smoothstep for transitions.

def smoothstep(x, edge0, edge1):
    if edge1 == edge0:
        return 0.0 if x < edge0 else 1.0
    t = max(0.0, min(1.0, (x - edge0) / (edge1 - edge0)))
    return t * t * (3 - 2 * t)

Pattern: Flat Disc with Raised Center Bowl

The simplest and most common parametric planter form.

def flat_disc_with_bowl(x, y, R=0.40, base_h=0.055, wall_h=0.15, bowl_r=0.18):
    r = math.sqrt(x*x + y*y)
    if r >= R * 0.97:
        return None, None

    z_top = base_h
    z_bot = 0.002

    # Edge taper
    z_top *= 1.0 - smoothstep(r, R * 0.82, R * 0.96)
    if z_top < 0.004:
        return None, None

    # Bowl walls (steep rise using smoothstep)
    bd = math.sqrt(x*x + y*y)  # bowl centered at origin
    outer_rise = smoothstep(bd, bowl_r * 1.0, bowl_r * 0.70)
    z_top += (wall_h - base_h) * outer_rise

    # Inner depression
    if bd < bowl_r * 0.85:
        inner_dip = 1.0 - smoothstep(bd, bowl_r * 0.15, bowl_r * 0.65)
        z_top -= 0.12 * inner_dip
        z_top = max(z_bot + 0.003, z_top)

    return z_top, z_bot

Pattern: Uniform Height (simplest)

For flat designs, trays, coasters.

def uniform_disc(x, y, R=0.40, height=0.03):
    r = math.sqrt(x*x + y*y)
    if r >= R * 0.97:
        return None, None
    z_top = height * (1.0 - smoothstep(r, R * 0.85, R * 0.96))
    if z_top < 0.003:
        return None, None
    return z_top, 0.002

Creating Custom Surfaces

When creating new surface functions:

• Use MULTIPLICATIVE bowl depressions (scale down), not SUBTRACTIVE (causes holes)
• Always clamp: z_top = max(z_bot + 0.001, z_top)
• Use smoothstep for transitions, not raw math
• Keep flat bottom: z_bot = 0.002 (constant)
• Test with a few slats first before generating all 50

MATERIALS

IMPORTANT: Never run bpy.ops.outliner.orphans_purge() — it deletes materials that are temporarily unlinked during rebuilds. This is the #1 cause of lost materials.

Oak Wood

def create_oak_wood():
    mat = bpy.data.materials.new(name="Oak_Wood")
    mat.use_nodes = True
    nodes = mat.node_tree.nodes
    links = mat.node_tree.links
    nodes.clear()

    output = nodes.new('ShaderNodeOutputMaterial')
    output.location = (400, 0)

    bsdf = nodes.new('ShaderNodeBsdfPrincipled')
    bsdf.location = (100, 0)
    bsdf.inputs['Roughness'].default_value = 0.4
    links.new(bsdf.outputs['BSDF'], output.inputs['Surface'])

    ramp = nodes.new('ShaderNodeValToRGB')
    ramp.location = (-200, 0)
    ramp.color_ramp.elements[0].color = (0.42, 0.26, 0.12, 1)  # dark grain
    ramp.color_ramp.elements[1].color = (0.62, 0.42, 0.22, 1)  # light grain
    links.new(ramp.outputs['Color'], bsdf.inputs['Base Color'])

    noise = nodes.new('ShaderNodeTexNoise')
    noise.location = (-400, 0)
    noise.inputs['Scale'].default_value = 8
    noise.inputs['Detail'].default_value = 6
    links.new(noise.outputs['Fac'], ramp.inputs['Fac'])

    mapping = nodes.new('ShaderNodeMapping')
    mapping.location = (-600, 0)
    mapping.inputs['Scale'].default_value = (2, 20, 2)  # elongated grain
    links.new(mapping.outputs['Vector'], noise.inputs['Vector'])

    texcoord = nodes.new('ShaderNodeTexCoord')
    texcoord.location = (-800, 0)
    links.new(texcoord.outputs['Object'], mapping.inputs['Vector'])

    return mat

Material Tips

• Always check bpy.data.materials.get("Name") before creating duplicates
• When rebuilding slats, clear materials with obj.data.materials.clear() then re-append
• Use Object coordinates (not UV) for procedural textures — no UV unwrap needed
• Mapping scale (2, 20, 2) creates elongated wood grain along Y axis

Other Material Presets

Walnut: dark=(0.25, 0.13, 0.06), light=(0.45, 0.28, 0.14), Roughness=0.35 Maple: dark=(0.65, 0.50, 0.32), light=(0.82, 0.68, 0.48), Roughness=0.3 Concrete: Base Color=(0.6, 0.58, 0.55), Roughness=0.9, no grain texture Metal: Base Color=(0.8, 0.8, 0.8), Metallic=1.0, Roughness=0.2

SCENE SETUP

Lighting and Rendering

import bpy

def setup_scene():
    scene = bpy.context.scene

    # Cycles with GPU
    scene.render.engine = 'CYCLES'
    scene.cycles.device = 'GPU'
    scene.cycles.samples = 64

    # World background (warm neutral)
    world = scene.world or bpy.data.worlds.new("World")
    scene.world = world
    world.use_nodes = True
    bg = world.node_tree.nodes.get('Background')
    if bg:
        bg.inputs['Color'].default_value = (0.92, 0.90, 0.87, 1)
        bg.inputs['Strength'].default_value = 0.8

    # Key light
    key = bpy.data.lights.new("Key_Light", 'AREA')
    key.energy = 120
    key_obj = bpy.data.objects.new("Key_Light", key)
    bpy.context.collection.objects.link(key_obj)
    key_obj.location = (0.5, -0.5, 0.8)
    key_obj.rotation_euler = (0.8, 0.2, 0.3)

    # Fill light
    fill = bpy.data.lights.new("Fill_Light", 'AREA')
    fill.energy = 50
    fill_obj = bpy.data.objects.new("Fill_Light", fill)
    bpy.context.collection.objects.link(fill_obj)
    fill_obj.location = (-0.5, 0.3, 0.5)
    fill_obj.rotation_euler = (1.0, -0.3, -0.5)

    # Floor plane
    bpy.ops.mesh.primitive_plane_add(size=5, location=(0, 0, 0))
    floor = bpy.context.active_object
    floor.name = "Floor"
    floor_mat = bpy.data.materials.new("Floor_Material")
    floor_mat.use_nodes = True
    floor_mat.node_tree.nodes['Principled BSDF'].inputs['Base Color'].default_value = (0.88, 0.86, 0.83, 1)
    floor_mat.node_tree.nodes['Principled BSDF'].inputs['Roughness'].default_value = 0.3
    floor.data.materials.append(floor_mat)

# Set viewport to rendered mode
for area in bpy.context.screen.areas:
    if area.type == 'VIEW_3D':
        area.spaces[0].shading.type = 'RENDERED'
        break

COMMON ERRORS AND FIXES

"key 'Subsurface Color' not found"

Blender 4.x removed this input. Do NOT set Subsurface Color on Principled BSDF.

"view3d.view_selected.poll() expected a view3d region"

Cannot use bpy.ops.view3d.* operators without proper context. Use region_3d directly instead:

for area in bpy.context.screen.areas:
    if area.type == 'VIEW_3D':
        r3d = area.spaces[0].region_3d
        # Set view properties directly on r3d

"key 'Camera' not found"

Don't assume a Camera object exists. Use viewport controls instead of camera objects. Always list objects first: [obj.name for obj in bpy.data.objects]

Material disappears after rebuild

Cause: bpy.ops.outliner.orphans_purge() deleted the material. Fix: NEVER purge orphans. If you must clean up, delete objects manually:

to_delete = [obj for obj in bpy.data.objects if obj.name.startswith('Slat_')]
bpy.ops.object.select_all(action='DESELECT')
for obj in to_delete:
    obj.select_set(True)
bpy.ops.object.delete()
# Do NOT call orphans_purge after this

Bowl creates a hole in geometry

Cause: subtracting bowl depth from z_top pushes it below z_bot, geometry filtered out. Fix: Use MULTIPLICATIVE depression:

# BAD - creates holes
z_top -= bowl_depth * gaussian

# GOOD - scales down, never goes below z_bot
bowl_scale = 1.0 - 0.85 * gaussian
z_top = z_bot + (z_top - z_bot) * bowl_scale

DESIGN PRINCIPLES

1. Start with the user's words, not your math. If they say "flat disc with a bump in the middle," build exactly that. Not a Gaussian envelope with radial taper.

1. Simple geometry first. Get the basic form right before adding details. A flat cylinder is better than a wrong parametric surface.

1. Verify from every angle. What looks perfect from the front might be completely wrong from the side. Always do the 4-angle inspection.

1. Save milestones religiously. The cost of saving is 1 second. The cost of not saving is rebuilding from scratch.

1. One change at a time. When iterating, change ONE parameter, verify, then move on. Never change bowl size AND wall steepness AND material in the same step.

1. Use blueprint dimensions when available. Ask the user if they can get a technical drawing with measurements. Exact numbers beat eyeballing every time.

1. The user is usually right. When they say "it's wrong" or "make it simpler" — listen. They can see the reference image better than you can interpret it through math.