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Design & product

Connect Figma to your AI — the copy in your designs, queryable

Ragnight indexes the text in your Figma files — labels, messages, microcopy — and makes it queryable by your assistants.

The exact wording of an error message lives in a Figma file, not in the documentation. Ragnight indexes the text in your files so the right wording can be found.

Use case — Product, design & copywriting

A concrete use case

A developer needs to reuse a label approved in the design, word for word. Instead of opening Figma and hunting for the screen, they ask the assistant, which cites the file.

What message shows when an import fails?
“We couldn't read this file. Check its format, then try again.”
Figma · Import flow — error screen

How it works

01 1

Connect Figma

Authenticate Figma in a few clicks. Ragnight indexes your content continuously, read-only, no developer.

02 2

Plug in your AI

ChatGPT, Claude, Mistral or your agents query Figma via the API or MCP connector — no copy-paste.

03 3

Cited, up-to-date answers

Every answer links back to its source in Figma. Sync keeps the memory current automatically.

What it changes

Semantic search across Figma

Ask in plain language; Ragnight finds the relevant passage inside Figma.

Cited, trustworthy answers

Every answer cites the source Figma document — verifiable, no hallucination.

No migration, read-only

Your content stays in Figma. Ragnight indexes it where it lives and keeps in sync.

EU-hosted, GDPR

Your data is isolated per organisation, encrypted and hosted in Europe.

Frequently asked questions

Are the visuals indexed?

No: only layer text is ingested — labels, titles and microcopy from your Figma files.

Does Ragnight modify my data in Figma?

No. The Figma connector is read-only: Ragnight indexes your content for search, and never modifies or deletes it.

Connect Figma to your company's memory

Connect Figma, run your first search — no credit card, in under 5 minutes.