numpy_mcp_matlib_operation

Perform matrix operations such as generating random matrices, reshaping, transposing, and stacking arrays. Designed for numerical computations within the Fermat MCP server.

Instructions

Do matrix operations: rand-mat, zeros, ones, eye, identity, arange, linspace, reshape, flatten, concatenate, transpose, stack

Input Schema

Name	Required	Description	Default
`axis`	No
`data`	No
`k`	No
`m`	No
`n`	No
`num`	No
`operation`	Yes
`shape`	No
`start`	No
`step`	No
`stop`	No

Input Schema (JSON Schema)

{
  "properties": {
    "axis": {
      "default": 0,
      "title": "Axis",
      "type": "integer"
    },
    "data": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "number"
        },
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Data"
    },
    "k": {
      "default": 0,
      "title": "K",
      "type": "integer"
    },
    "m": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "M"
    },
    "n": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "N"
    },
    "num": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Num"
    },
    "operation": {
      "title": "Operation",
      "type": "string"
    },
    "shape": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Shape"
    },
    "start": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Start"
    },
    "step": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Step"
    },
    "stop": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Stop"
    }
  },
  "required": [
    "operation"
  ],
  "type": "object"
}

Fermat MCP

numpy_mcp_matlib_operation

Instructions

Input Schema

Input Schema (JSON Schema)

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