Caliper

{
  "id": "aix_48a67d2701",
  "name": "Caliper",
  "operator": "(unclaimed - source: pulsemcp · publisher: www.pulsemcp.com)",
  "description": "Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, and glTF/GLB formats.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-28",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "general-tools"
  ],
  "protocols": {
    "mcp": "https://caliper.fit/mcp/",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 1196,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 56,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-28T00:00:51.494Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://www.pulsemcp.com/servers/caliper"
    },
    {
      "label": "listing",
      "url": "https://caliper.fit/"
    }
  ],
  "profile": {
    "mcp_server": "Caliper",
    "mcp_version": "0.1.0",
    "tool_count": 10,
    "tools": [
      {
        "name": "format_detect",
        "description": "Detect the geometry file format from a filename or URL.\n\n    Returns the detected format name and whether it is currently supported.\n    Use this to check format support before making a paid analysis call.\n    No payment required. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "feature_request",
        "description": "Request a feature or format that Caliper doesn't support yet.\n\n    Free, no payment required. Use this when you need a capability that\n    Caliper doesn't currently offer — especially unsupported file formats\n    (STEP, IGES) or analysis features not yet available. Requests are\n    logged and used to prioritize development.\n    Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_auto",
        "description": "Auto-detect geometry file format and extract metadata statistics.\n\n    Accepts a 3D geometry file via URL or base64 and returns structured\n    metadata: bounding boxes, triangle counts, manifold analysis, point\n    cloud statistics, and more. This is a read-only analysis tool — it\n    does not perform mesh repair, format conversion, or boolean operations.\n\n    Supported formats: STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.\n    STEP and IGES support is planned.\n\n    Provide either file_url (preferred for large files) or file_b64\n    (for files under 200KB). Include filename for format detection if\n  "
      },
      {
        "name": "format_stl",
        "description": "Extract metadata from an STL file (ASCII or binary).\n\n    Returns triangle count, bounding box, surface area, volume,\n    manifold analysis (watertight, open edges, non-manifold edges),\n    triangle quality metrics, vertex deduplication count, mean edge\n    length, minimum bounding sphere, and a noise estimate derived\n    from planar region fitting.\n\n    Payment via x402 (USDC on Base) or card via MPP (Stripe). See format_auto\n    for payment flow details. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_obj",
        "description": "Extract metadata from an OBJ file.\n\n    Returns vertex/normal/texcoord/face counts, triangle/quad/polygon\n    breakdown, material and group counts, bounding box, surface area,\n    and triangulation status.\n\n    Payment via x402 (USDC on Base) or card via MPP (Stripe). See format_auto\n    for payment flow details. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_ply",
        "description": "Extract metadata from a PLY file (ASCII or binary).\n\n    Returns vertex/face counts, element properties, feature detection\n    (normals, colors, texcoords, intensity, curvature), bounding box,\n    centroid, and point cloud identification.\n\n    Payment via x402 (USDC on Base) or card via MPP (Stripe). See format_auto\n    for payment flow details. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_pcd",
        "description": "Extract metadata from a PCD point cloud file.\n\n    Returns point count, field definitions, data format, organization,\n    viewpoint, feature flags (RGB, intensity, normals, curvature),\n    bounding box, centroid, and point density estimate.\n\n    Payment via x402 (USDC on Base) or card via MPP (Stripe). See format_auto\n    for payment flow details. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_las",
        "description": "Extract metadata from a LAS or LAZ point cloud file.\n\n    Returns LAS version, point format, point count, scale factors,\n    offsets, bounding box, classification counts, feature flags\n    (RGB, intensity, GPS time, waveform), and VLR information.\n\n    Payment via x402 (USDC on Base) or card via MPP (Stripe). See format_auto\n    for payment flow details. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_gltf",
        "description": "Extract metadata from a glTF or GLB file.\n\n    Returns asset info, scene graph structure, mesh/material/texture\n    counts, vertex and index totals, feature flags (normals, tangents,\n    texcoords, colors, joints), primitive modes, and extensions.\n\n    Payment via x402 (USDC on Base) or card via MPP (Stripe). See format_auto\n    for payment flow details. Privacy policy: https://caliper.fit/privacy\n    "
      },
      {
        "name": "format_batch",
        "description": "Analyze multiple geometry files in a single batch request.\n\n    Submit up to 10 files, receive a single quote, pay once, and get\n    structured metadata for all files. Supports mixed formats. Read-only\n    analysis — does not modify, convert, or repair files.\n\n    Payment is required via x402 (USDC on Base) or card via MPP (Stripe). If no payment is provided,\n    the response includes the total price and per-file breakdown. Retry\n    with the payment argument containing \"transaction\", \"network\", and\n    \"priceToken\".\n\n    Partial success: if some files fail processing, you still receive\n    re"
      }
    ],
    "profiled_at": "2026-09-28T00:00:51.494Z"
  },
  "unreachable": false
}