ScoreCompute

Geometric profile of a point set

tour_profile

Read-onlyIdempotent

Locally normalized geometric descriptors of 3–256 planar points: distances, nearest-neighbour isolation, centroid spread, PCA collinearity and histogram. The principal-axis mirror residual is null for isotropic noncoincident covariance, whose axes are undetermined. Rounded fingerprints are descriptive, not proofs of equivalence or method benefit.

Input Schema

Name	Required	Description	Default
`points`	Yes
`reference_distance_fraction`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedNov 9, 2026

changedOutput schema / (root)

Previous value: -{
-  "$schema": "http://json-schema.org/draft-07/schema#",
-  "additionalProperties": false,
-  "properties": {
-    "assumptions": {
-      "items": {
-        "maxLength": 512,
-        "minLength": 1,
-        "type": "string"
-      },
-      "maxItems": 16,
-      "minItems": 1,
-      "type": "array"
-    },
-    "bounding_diagonal": {
-      "maximum": 4000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "centrality_mean": {
-      "maximum": 4000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "centrality_spread": {
-      "maximum": 1000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "close_pair_fraction": {
-      "maximum": 1,
-      "minimum": 0,
-      "type": "number"
-    },
-    "collinearity": {
-      "maximum": 1,
-      "minimum": 0,
-      "type": "number"
-    },
-    "contract_version": {
-      "const": "0.2.0",
-      "type": "string"
-    },
-    "descriptors": {
-      "items": {
-        "maxLength": 512,
-        "minLength": 1,
-        "type": "string"
-      },
-      "maxItems": 16,
-      "minItems": 1,
-      "type": "array"
-    },
-    "distance_histogram": {
-      "items": {
-        "maximum": 1,
-        "minimum": 0,
-        "type": "number"
-      },
-      "maxItems": 8,
-      "minItems": 8,
-      "type": "array"
-    },
-    "duplicate_pairs": {
-      "maximum": 32640,
-      "minimum": 0,
-      "type": "integer"
-    },
-    "elapsed_ms": {
-      "maximum": 1000000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "engine": {
-      "const": "rust-cpu",
-      "type": "string"
-    },
-    "fingerprint": {
-      "maxLength": 512,
-      "minLength": 1,
-      "type": "string"
-    },
-    "isolation_mean_3nn": {
-      "maximum": 4000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "isolation_ratio": {
-      "maximum": 4000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "limits": {
-      "items": {
-        "maxLength": 512,
-        "minLength": 1,
-        "type": "string"
-      },
-      "maxItems": 16,
-      "minItems": 0,
-      "type": "array"
-    },
-    "mean_pairwise_distance": {
-      "maximum": 4000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "median_pairwise_distance": {
-      "maximum": 4000000,
-      "minimum": 0,
-      "type": "number"
-    },
-    "method": {
-      "maxLength": 4096,
-      "minLength": 1,
-      "type": "string"
-    },
-    "mirror_residual": {
-      "anyOf": [
-        {
-          "maximum": 2,
-          "minimum": 0,
-          "type": "number"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "n": {
-      "maximum": 256,
-      "minimum": 3,
-      "type": "integer"
-    },
-    "nearest_neighbor": {
-      "additionalProperties": false,
-      "properties": {
-        "mean": {
-          "maximum": 4000000,
-          "minimum": 0,
-          "type": "number"
-        },
-        "median": {
-          "maximum": 4000000,
-          "minimum": 0,
-          "type": "number"
-        },
-        "min": {
-          "maximum": 4000000,
-          "minimum": 0,
-          "type": "number"
-        }
-      },
-      "required": [
-        "mean",
-        "median",
-        "min"
-      ],
-      "type": "object"
-    },
-    "notes": {
-      "items": {
-        "maxLength": 512,
-        "minLength": 1,
-        "type": "string"
-      },
-      "maxItems": 16,
-      "minItems": 0,
-      "type": "array"
-    },
-    "principal_axes_defined": {
-      "type": "boolean"
-    },
-    "provenance": {
-      "additionalProperties": false,
-      "properties": {
-        "client": {
-          "additionalProperties": {},
-          "properties": {
-            "name": {
-              "type": "string"
-            },
-            "version": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "name",
-            "version"
-          ],
-          "type": "object"
-        },
-        "identity_source": {
-          "type": "string"
-        },
-        "model": {
-          "type": "null"
-        },
-        "server": {
-          "const": "scorecompute",
-          "type": "string"
-        },
-        "tool": {
-          "const": "tour_profile",
-          "type": "string"
-        }
-      },
-      "required": [
-        "tool",
-        "server",
-        "client",
-        "identity_source",
-        "model"
-      ],
-      "type": "object"
-    },
-    "statement": {
-      "maxLength": 4096,
-      "minLength": 1,
-      "type": "string"
-    },
-    "work_units": {
-      "maximum": 32640,
-      "minimum": 0,
-      "type": "integer"
-    }
-  },
-  "required": [
-    "assumptions",
-    "bounding_diagonal",
-    "centrality_mean",
-    "centrality_spread",
-    "close_pair_fraction",
-    "collinearity",
-    "contract_version",
-    "descriptors",
-    "distance_histogram",
-    "duplicate_pairs",
-    "elapsed_ms",
-    "engine",
-    "fingerprint",
-    "isolation_mean_3nn",
-    "isolation_ratio",
-    "limits",
-    "mean_pairwise_distance",
-    "median_pairwise_distance",
-    "method",
-    "mirror_residual",
-    "n",
-    "nearest_neighbor",
-    "notes",
-    "principal_axes_defined",
-    "statement",
-    "work_units",
-    "provenance"
-  ],
-  "type": "object"
-}New value: +null

Changed7 schema fields changedOct 5, 2026

changedOutput schema / properties / contract_version / const
```
Previous value: -"0.1.0"New value: +"0.2.0"
```

addedOutput schema / properties / mirror_residual / anyOf

Added value: +[
+  {
+    "maximum": 2,
+    "minimum": 0,
+    "type": "number"
+  },
+  {
+    "type": "null"
+  }
+]

removedOutput schema / properties / mirror_residual / maximum
```
Removed value: -2
```
removedOutput schema / properties / mirror_residual / minimum
```
Removed value: -0
```
removedOutput schema / properties / mirror_residual / type
```
Removed value: -"number"
```
addedOutput schema / properties / principal_axes_defined
```
Added value: +{
+  "type": "boolean"
+}
```

changedOutput schema / required

Previous value: -[
-  "assumptions",
-  "bounding_diagonal",
-  "centrality_mean",
-  "centrality_spread",
-  "close_pair_fraction",
-  "collinearity",
-  "contract_version",
-  "descriptors",
-  "distance_histogram",
-  "duplicate_pairs",
-  "elapsed_ms",
-  "engine",
-  "fingerprint",
-  "isolation_mean_3nn",
-  "isolation_ratio",
-  "limits",
-  "mean_pairwise_distance",
-  "median_pairwise_distance",
-  "method",
-  "mirror_residual",
-  "n",
-  "nearest_neighbor",
-  "notes",
-  "statement",
-  "work_units",
-  "provenance"
-]New value: +[
+  "assumptions",
+  "bounding_diagonal",
+  "centrality_mean",
+  "centrality_spread",
+  "close_pair_fraction",
+  "collinearity",
+  "contract_version",
+  "descriptors",
+  "distance_histogram",
+  "duplicate_pairs",
+  "elapsed_ms",
+  "engine",
+  "fingerprint",
+  "isolation_mean_3nn",
+  "isolation_ratio",
+  "limits",
+  "mean_pairwise_distance",
+  "median_pairwise_distance",
+  "method",
+  "mirror_residual",
+  "n",
+  "nearest_neighbor",
+  "notes",
+  "principal_axes_defined",
+  "statement",
+  "work_units",
+  "provenance"
+]

AddedOct 5, 2026

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