xby-random-generator

Building AI applications or LLM workflows often requires cryptographically secure randomness, yet most teams end up pulling in local crypto libraries or spinning up a dedicated microservice just to roll a die. That adds operational overhead and leaves the Agent side without a standard remote interface. xby-random-generator solves this by wrapping a full set of secure random-number endpoints behind the MCP protocol, so an AI application can obtain randomness of the same quality as a native crypto module through a single tool call.

The plugin covers virtually every day-to-day randomness need: secure integers within a specified range, secure floating-point values, random byte sequences, standard v4 UUIDs, random strings, secure selection from a candidate list, and boolean values. Every generation uses a cryptographically secure random source, guaranteeing unpredictability and non-replayability. The API key is set once in-session and automatically persisted, so a service restart never forces a reconfiguration, keeping integration friction to a minimum.

It is well suited for developers building AI agents, LLM prompt-engineering pipelines, automation workflows, or any system that demands high-quality randomness without extra infrastructure. No local crypto library to compile, no standalone microservice to maintain — plug in and call directly from the conversation, letting the protocol layer handle the randomness logic uniformly.