~ for AI agents ~

Random
MCP

Your agent’s outside source of entropy.
24 generators. One tool call. Zero config.

Why

Every model has
a center of gravity.

the patterns it always reaches for first

The styles, frameworks, and references a model reaches for first. Ask for “a random perspective” across a thousand conversations and you’ll see the same handful of answers. The long tail goes unexplored.

RandomMCP helps your agent draw from more of that long tail.

~ the numbers ~

Zero

Config

One

Tool Call

24

Generators

Lots

Unique Outputs

Use Cases

What would you do with an outside source of randomness?

UX Review

See Your Site Through Fresh Eyes

Spin up multiple agents, each assigned a randomly generated user persona -- different ages, tech proficiency, accessibility needs, motivations. They review your site independently, surfacing blind spots no single perspective would catch.

Example prompt

Spin up 5 agents to review my site. Give each a different random user persona and have them report usability issues from that person's perspective.

Playground

Pick a generator and see what comes out.

Install

MCP or Skill.

Full MCP integration or plain REST. Both give your agent access to every generator.

MCP Server

Copy this prompt and paste it into your agent. It will handle the rest.

Then try

  • “Grab a random UX style and redesign our landing page hero section to match it.”
  • “For each sub-agent you spin up to review this code, give them a different random mental model to reason through.”
  • “Use the random tool to generate a character archetype and a design school, then combine them into a brand concept.”
REST API Skill

Drop this skill file into wherever your agent stores skills. No MCP setup required.

Then try

“Use the random skill to come up with a character and a UX style for my next project.”

~ one more thing ~

Your agent’s outside source of entropy.

One MCP tool. No auth. Plug it in and go.