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Eight prompts that get production sections out of an AI assistant

The same MCP server, eight ways of asking. Some return a finished section on the first try; others return a guess. Here is the difference, prompt by prompt.

MC2 min read
On this page 4 sections

In short

Name the section type, the industry and the stack, point the assistant at your DESIGN.md, and ask for one section at a time. Prompts that describe a vibe get a guess; prompts that name a section get a finished one from the library.

Key takeaways

  • Name the section type and the industry — the server searches on both.
  • Point at DESIGN.md before the first section, not after.
  • Ask for one section per message and review it.
  • Ask for the stack you use; the server returns that file.

An MCP server gives an assistant tools; the prompt decides whether it uses them. We watched teams ask for the same page eight different ways and kept the prompts that worked on the first try.

Prompts that search instead of guess#

  1. “Find a split hero for a fintech product, dark, with a product screenshot. Use the Next.js version.”
  2. “Show me three pricing sections with a monthly/annual toggle for a B2B SaaS.”
  3. “Get the footer from the template we used for the homepage and match its spacing.”

Each names a section type, an industry or a style, and a stack. The server’s search reads exactly those words, so the assistant calls it instead of writing a layout from memory.

Prompts that keep your brand#

  1. “Read DESIGN.md first and use it for every section today.”
  2. “Use our tokens — never type a colour.”
  3. “If a section needs a colour we don’t have, ask me instead of choosing one.”

Prompts that finish the page#

  1. “Assemble the sections we approved into one page, in this order: hero, logos, features, pricing, FAQ, footer.”
  2. “Now check the page at 375px and fix anything that overflows.”

What does not work#

  • “Make it look modern.” — no section, no search, a guess.
  • “A landing page for my startup.” — too big; the assistant writes everything at once.
  • Pasting a screenshot instead of DESIGN.md — the assistant guesses values from pixels.

The pattern is the same every time: the more your prompt reads like a search query, the more the assistant searches. And the more it searches, the less you fix.

How we know this

We recorded 60 sessions of teams building a landing page through the MCP server in September 2026.

Related questions

Does the prompt order matter?

Yes. Give the DESIGN.md instruction first; it frames every later answer.

Should I ask for the whole page at once?

No. Ask for one section, review it, then the next. Assemble at the end.

Which assistants does this work with?

Any MCP client — Claude Desktop, Cursor and others — because the prompts drive the same tools.

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