Math MCP Learning

Matrix Transpose

matrix_transpose

Read-onlyIdempotent

Transpose a matrix (swap rows and columns).

Input Schema

TableJSON Schema

Name	Required	Description	Default
`matrix`	Yes	2D list of numbers representing the matrix. Each inner list is a row. Example: [[1, 2, 3], [4, 5, 6]]

Output Schema

TableJSON Schema

Name	Required	Description	Default
`topic`	Yes
`difficulty`	Yes
`original_cols`	Yes
`original_rows`	Yes
`result_matrix`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedMar 30, 2026

addedInput schema / properties / matrix / description

Added value: +"2D list of numbers representing the matrix. Each inner list is a row. Example: [[1, 2, 3], [4, 5, 6]]"

Changed4 schema fields changedFeb 21, 2026

removedOutput schema / additionalProperties
```
Removed value: -true
```

addedOutput schema / description

Added value: +"Result of matrix transpose operation."

addedOutput schema / properties

Added value: +{
+  "difficulty": {
+    "type": "string"
+  },
+  "original_cols": {
+    "type": "integer"
+  },
+  "original_rows": {
+    "type": "integer"
+  },
+  "result_matrix": {
+    "items": {
+      "items": {
+        "type": "number"
+      },
+      "type": "array"
+    },
+    "type": "array"
+  },
+  "topic": {
+    "type": "string"
+  }
+}

addedOutput schema / required

Added value: +[
+  "original_rows",
+  "original_cols",
+  "result_matrix",
+  "difficulty",
+  "topic"
+]

Changed2 schema fields changedFeb 19, 2026
- addedInput schema / additionalProperties
```
Added value: +false
```
- removedInput schema / properties / matrix / title
```
Removed value: -"Matrix"
```
Changed1 schema field changedFeb 14, 2026
- addedInput schema / properties / matrix / maxItems
```
Added value: +10000
```
First observedJan 31, 2026

TDQS

Score is being calculated.

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