Coloring Book MCP: create AI coloring books from your agent
How the public KDP Coloring Book Studio MCP works, what it can do today, how to connect it and when the web app is still the better choice.
By Carlos Arbeláez
Short answer
KDP Coloring Book Studio provides a remote MCP server that lets a compatible agent inspect your account, quote an interior, ask for confirmation, start generation and track progress. The current beta focuses on coloring book interiors.
4
MCP tools
OAuth
secure access
EN + ES
brief languages
The endpoint is publicly available now. This article explains the problem it solves, how it protects account credits and which parts of the workflow are still completed in the web application.
I built the KDP Coloring Book Studio MCP to remove one specific source of friction: when someone is already defining a book with an agent, they should not have to copy the theme, style, page count and every other decision into another tool. The agent can turn that conversation into a structured brief and send it to the generator.
The current public version is a beta focused on interiors. It can inspect the account, quote the book, ask for confirmation, start generation and track progress. Visual review, page editing, cover creation and final export remain available in the web application.
What a coloring book MCP is
Model Context Protocol is an open standard for connecting AI clients to tools and data. Here, the connection gives the agent specific functions for planning and creating a coloring book interior, rather than merely writing prompts or producing disconnected images.
Conversation
The agent turns your idea into a brief.
Quote
You see the cost before spending credits.
Production
The service creates a coordinated interior.
How the complete workflow works
- 1The agent checks your plan and available credits.
- 2It prepares a brief with theme, pages, style, language and difficulty.
- 3It quotes the book without creating resources or spending credits.
- 4It shows the scope and waits for explicit confirmation.
- 5It starts generation and checks progress until completion.
Quoting and creation are separate
This separation is intentional. It prevents an incomplete agent interpretation from starting a job that consumes credits. Retries also use an idempotency key so the same book is not duplicated.
The four available tools
| Tool | What it does | Permission |
|---|---|---|
| get_account | Reads the current plan, limits and available credits. | Read only |
| quote_coloring_book | Validates the book and calculates its cost before creating anything. | Read only |
| create_coloring_book | Starts the interior after receiving explicit confirmation. | Creates with confirmation |
| get_coloring_book | Checks generation progress and the job result. | Read only |
How to connect the MCP
Add the following URL as a remote MCP server in a compatible client. The first connection opens KDP Coloring Book Studio sign-in and shows the requested permissions. You do not need to copy a password or create a token manually.
https://api.kdpcoloringbook.com/mcp/To test it in ChatGPT, follow the official guide for connecting an MCP in developer mode. Developer mode availability depends on the account and workspace policy.
OAuth 2.1
Access is granted through OAuth with two clear permissions: read the account and books, and create books. You can revoke the connection without changing your account password.
An example prompt to test it
I want a 24-page coloring book about astronaut cats for children ages 6 to 9. Use bold lines, varied scenes and progressive difficulty. Quote it first and explain the scope. Do not create it until I confirm.
A useful request includes the audience, theme, page count, style and difficulty. You do not need to name each tool. The server also instructs the agent to quote before creating.
What it does not do yet
- It does not publish the book to Amazon KDP.
- It does not choose a profitable niche for you or guarantee sales.
- It does not create or edit the cover through the MCP in this beta.
- It does not replace human review of text, anatomy, margins and visual consistency.
In other words, the MCP is the conversational interface to the production workflow. Editorial judgment and result review remain the responsibility of the person publishing the book.
Read the connection guide
The MCP page collects the endpoint, permissions, tools and connection steps in one concise reference.
Open the MCP guide