glama.json

{
  "$schema": "https://glama.ai/mcp/schemas/server.json",
  "maintainers": ["sandraschi"],
  "name": "worldlabs-mcp",
  "description": "Generate explorable 3D worlds from text, images, panoramas, multi-view sets, or video via the World Labs Marble API (marble-1.1 / marble-1.1-plus). Includes a Spark 2.0 splat viewer and a scaffolded Spatial Voice Agent.",
  "type": "mcp_server",
  "status": "beta",
  "framework": "FastMCP 3.2+",
  "tools": 19,
  "transport": ["stdio"],
  "keywords": [
    "worldlabs",
    "marble",
    "3d-world-generation",
    "gaussian-splat",
    "spark",
    "spatial-intelligence",
    "fastmcp",
    "ai",
    "image-to-3d",
    "text-to-3d",
    "video-to-3d",
    "webxr",
    "tts",
    "spatial-audio"
  ],
  "features": {
    "text_to_world": {
      "enabled": true,
      "description": "Generate 3D worlds from text prompts (marble-1.1 / marble-1.1-plus)"
    },
    "image_to_world": {
      "enabled": true,
      "description": "Generate 3D worlds from images (including 360° panoramas)"
    },
    "multi_image_to_world": {
      "enabled": true,
      "description": "Generate 3D worlds from multiple images at azimuth angles"
    },
    "video_to_world": {
      "enabled": true,
      "description": "Generate 3D worlds from video files"
    },
    "local_file_upload": {
      "enabled": true,
      "description": "Upload local files and generate worlds end-to-end"
    },
    "operation_polling": {
      "enabled": true,
      "description": "Poll and wait for async generation operations"
    },
    "world_management": {
      "enabled": true,
      "description": "List, retrieve, and delete worlds. Asset URLs (SPZ, GLB, panorama, thumbnail, caption)"
    },
    "delete_world": {
      "enabled": true,
      "description": "Permanently delete a world and all its assets via DELETE /marble/v1/worlds/{id}"
    },
    "deterministic_generation": {
      "enabled": true,
      "description": "seed parameter for reproducible world generation"
    },
    "world_tags": {
      "enabled": true,
      "description": "tags parameter for organising worlds on creation"
    },
    "disable_recaption": {
      "enabled": true,
      "description": "disable_recaption parameter to prevent API from auto-rewriting prompts"
    },
    "world_library_ui": {
      "enabled": true,
      "description": "Web dashboard /library page with card/list views, search, filters, thumbnails, asset downloads"
    },
    "prompt_guide": {
      "enabled": true,
      "description": "Comprehensive prompt engineering documentation (docs/PROMPT_GUIDE.md)"
    },
    "prompt_presets": {
      "enabled": true,
      "description": "15 high-detail Marble-optimised presets with category filtering in the Style Gallery"
    },
    "builtin_tts": {
      "enabled": true,
      "description": "Edge-TTS engine auto-generates spatial narration audio. No external service needed."
    },
    "default_agent_avatar": {
      "enabled": true,
      "description": "Built-in generated GLB humanoid for populating scenes via spawn_agent_avatar"
    },
    "painting_portals": {
      "enabled": true,
      "description": "14 canonical paintings as image-to-world seeds. Click to generate, then walk through."
    },
    "file_upload_generation": {
      "enabled": true,
      "description": "Drag-and-drop local image/video files for world generation via /api/generate/upload"
    },
    "headset_setup_wizard": {
      "enabled": true,
      "description": "Step-by-step onboarding for Quest/Pico 4 with live ADB device detection"
    },
    "adb_device_detection": {
      "enabled": true,
      "description": "GET /api/adb/devices runs adb devices server-side for live headset detection"
    },
    "avatar_mcp_integration": {
      "enabled": true,
      "description": "Probe avatar-mcp on port 10793, list avatars, place them in worlds via narration SSE"
    },
    "resonite_import": {
      "enabled": true,
      "description": "Export worlds to Resonite via OSC or resonite-mcp ResoniteLink import"
    },
    "splat_cors_proxy": {
      "enabled": true,
      "description": "GET /api/handoff proxies remote SPZ/GLB files to avoid CORS issues"
    },
    "spark_viewer": {
      "enabled": true,
      "description": "In-browser Spark 2.0 viewer with .RAD LoD streaming and HRTF spatial audio"
    },
    "spatial_voice_agent": {
      "enabled": true,
      "description": "Coordinate-anchored TTS narration via the narration bridge. Requires the bridge to be running."
    },
    "media_asset_inventory": {
      "enabled": true,
      "description": "GET /api/media-assets/{id} endpoint for querying uploaded media asset metadata"
    }
  }
}