numpy_mcp_numerical_operation

Perform numerical operations such as addition, subtraction, matrix multiplication, and statistical calculations using Fermat MCP's computational tool. Supports arrays, scalars, and advanced functions like eigenvalues and linear algebra.

Instructions

Do numerical operation like add, sub, mul, div, power, abs, exp, log, sqrt, sin, cos, tan, mean, median, std, var, min, max, argmin, argmax, percentile, dot, matmul, inv, det, eig, solve, svd

Input Schema

Name	Required	Description	Default
`a`	No
`axis`	No
`b`	No
`fill_value`	No
`new_shape`	No
`num`	No
`operation`	Yes
`q`	No
`shape`	No
`start`	No
`step`	No
`stop`	No

Input Schema (JSON Schema)

{
  "properties": {
    "a": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "number"
        },
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "A"
    },
    "axis": {
      "default": 0,
      "title": "Axis",
      "type": "integer"
    },
    "b": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "number"
        },
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "B"
    },
    "fill_value": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Fill Value"
    },
    "new_shape": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "New Shape"
    },
    "num": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Num"
    },
    "operation": {
      "title": "Operation",
      "type": "string"
    },
    "q": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Q"
    },
    "shape": {
      "anyOf": [
        {
          "items": {},
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Shape"
    },
    "start": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Start"
    },
    "step": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": 1,
      "title": "Step"
    },
    "stop": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Stop"
    }
  },
  "required": [
    "operation"
  ],
  "type": "object"
}

Fermat MCP

numpy_mcp_numerical_operation

Instructions

Input Schema

Input Schema (JSON Schema)

Other Tools from Fermat MCP

Related Tools

MCP directory API