Overview

The Random MCP server generates unpredictable outcomes for games, simulations, sampling, and experimentation. It provides tools for coin flips, dice rolls, card draws, random integers, and random floats so you can add nondeterministic behavior without custom code.

Why use the Random server

Randomness is essential for testing, demos, and simulations, but it is often recreated in ad hoc ways. The Random server gives you a standard, reusable source of randomness that is easy to integrate. It is helpful when you need to:

• Simulate outcomes or probability distributions
• Build game mechanics and decision trees
• Sample from a dataset without bias
• Add variation to automated demos or content

Common use cases

Use the Random server to power mock data generation, test branching logic, or choose items fairly from a list. It is also useful for stress-testing workflows that depend on nondeterministic inputs.

What is develate MCP

develate MCP is the framework that packages servers like this one into a unified, discoverable tooling layer for AI and automation. It standardizes how tools are described, called, and documented, so clients can integrate capabilities safely and consistently. In short, develate MCP makes server tools easy to find, easy to use, and reliable across environments.