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VeriTeknik

Pluggedin Random Number Generator

generate_random_float

Generate cryptographically secure random floating-point numbers within a specified range, count, and precision for reliable data simulations or applications.

Instructions

Generate cryptographically secure random floating-point numbers

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
countNoNumber of random floats to generate
maxNoMaximum value (exclusive)
minNoMinimum value (inclusive)
precisionNoNumber of decimal places to round to

Implementation Reference

  • Core implementation of the generate_random_float tool handler. Uses crypto.randomBytes for secure randomness, scales to [min, max), applies precision rounding, generates multiple values if specified, and returns structured JSON response.
    private async generateRandomFloat(args: any) {
      const min = args.min ?? 0.0;
      const max = args.max ?? 1.0;
      const count = args.count ?? 1;
      const precision = args.precision ?? 6;
    
      if (min >= max) {
        throw new Error("Minimum value must be less than maximum value");
      }
    
      if (count < 1 || count > 1000) {
        throw new Error("Count must be between 1 and 1000");
      }
    
      if (precision < 1 || precision > 15) {
        throw new Error("Precision must be between 1 and 15");
      }
    
      const results: number[] = [];
      for (let i = 0; i < count; i++) {
        // Generate cryptographically secure random float
        const randomBuffer = randomBytes(4);
        const randomValue = randomBuffer.readUInt32BE(0) / 0xFFFFFFFF;
        const scaledValue = min + (randomValue * (max - min));
        results.push(parseFloat(scaledValue.toFixed(precision)));
      }
    
      return {
        content: [
          {
            type: "text",
            text: JSON.stringify({
              type: "random_floats",
              values: results,
              parameters: { min, max, count, precision },
              timestamp: new Date().toISOString(),
            }, null, 2),
          },
        ],
      };
    }
  • Input schema for generate_random_float tool defining parameters: min (number, default 0.0), max (number, default 1.0 exclusive), count (1-1000, default 1), precision (1-15 decimals, default 6).
    inputSchema: {
      type: "object",
      properties: {
        min: {
          type: "number",
          description: "Minimum value (inclusive)",
          default: 0.0,
        },
        max: {
          type: "number",
          description: "Maximum value (exclusive)",
          default: 1.0,
        },
        count: {
          type: "integer",
          description: "Number of random floats to generate",
          default: 1,
          minimum: 1,
          maximum: 1000,
        },
        precision: {
          type: "integer",
          description: "Number of decimal places to round to",
          default: 6,
          minimum: 1,
          maximum: 15,
        },
      },
      required: [],
    },
  • src/index.ts:76-109 (registration)
    Tool registration in ListToolsRequestSchema handler, including name, description, and input schema.
    {
      name: "generate_random_float",
      description: "Generate cryptographically secure random floating-point numbers",
      inputSchema: {
        type: "object",
        properties: {
          min: {
            type: "number",
            description: "Minimum value (inclusive)",
            default: 0.0,
          },
          max: {
            type: "number",
            description: "Maximum value (exclusive)",
            default: 1.0,
          },
          count: {
            type: "integer",
            description: "Number of random floats to generate",
            default: 1,
            minimum: 1,
            maximum: 1000,
          },
          precision: {
            type: "integer",
            description: "Number of decimal places to round to",
            default: 6,
            minimum: 1,
            maximum: 15,
          },
        },
        required: [],
      },
    },
  • src/index.ts:251-252 (registration)
    Dispatch registration in CallToolRequestSchema switch statement, routing calls to generate_random_float to the handler method.
    case "generate_random_float":
      return await this.generateRandomFloat(args);
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