Figma Playbook
How to Sync Figma Design Context and Automate Reviews With AI Agents
Design lives in Figma; the work that depends on it — docs, tickets, changelogs, handoff — lives everywhere else. The REST API closes the gap: an agent reads a file, pulls its components and version history, and exports the exact frames it needs. Here's the loop. Note the connection is read-only — the Figma REST API has no write path for design content.
What top design-ops teams do
The habits behind teams whose design context never goes stale in the docs.
Treat the file as the source of truth
Let an agent read components, styles and version history straight from Figma instead of maintaining a hand-kept copy in a doc.
Why it works: Design specs copied by hand drift the moment a component is renamed; specs read from the file can't.
Export the exact nodes, on demand
Render just the frames a changelog or handoff needs to PNG or SVG at export time, rather than dropping stale screenshots into tickets.
Why it works: An image pulled fresh from the file is always current; a pasted screenshot is a snapshot that rots.
Pull version history, don't guess
Have the agent read file metadata and version history to see what actually changed between releases instead of reconstructing it from memory.
Why it works: A changelog built from the file's own version list is accurate; one written from recollection drifts.
How this plays out in practice
Generalized examples of the kinds of teams running this play.
An agent read the file's components and versions, exported the changed frames, and opened Linear tickets with the images and dev resources attached — no manual export ritual.
On each release an agent listed published components and styles, exported previews, and assembled a changelog from the file's version history — no manual export ritual.
The examples above are generalized, illustrative descriptions of common approaches across the industry. They are not based on, attributed to, or affiliated with any specific company or individual, and are provided for educational purposes only.
Steal these templates
Copy-paste starting points. Swap the brackets for your own topic and ship.
ON CHANGE: file_get(file_key) → read document tree file_get_meta / file_versions_list → what changed since last release components_list / styles_list → current library surface images_export(ids, format=png|svg) → fresh previews for the changed nodes push context into docs / Linear / Slack (already in Modiva)
Do it with Modiva
Here's how to run this play for real — connect once, then publish, schedule and automate across every platform from one place.
- 1
Connect Figma to Modiva
Sign in at modiva.ai, open Connections → New connection and pick Figma. You authorize on Figma's own screen — Modiva stores only a scoped, encrypted token, never your password. The free tier connects your first three accounts at no cost.
💡 Connecting once makes Figma available to every REST API call and MCP key in your workspace — you never wire up OAuth again.
- 2
Read the file and export what you need
Point an MCP-connected agent at a file key. It reads the document tree with file_get, lists components and styles, pulls metadata and versions, and renders the specific nodes you name to PNG or SVG with images_export — turning live design into context for docs, tickets and handoff.
💡 Grab the file key from the URL: figma.com/file/<file_key>/.... Nodes are addressed by id, which file_get returns.
- 3
Fan the context out to the tools that need it
Whatever the agent reads from Figma — component names, version diffs, exported previews — it passes to the other platforms you've connected in Modiva (Linear tickets, Slack updates, Notion docs) through the same MCP session, so handoff and changelogs assemble themselves.
💡 The connection is read-only; Figma stays the source of truth and the writes happen in the destination tool.
- 4
Let an AI agent run the busywork
Create an MCP key and point your AI assistant (Claude, Cursor, or any MCP client) at Modiva. The agent can draft variations, schedule posts, pull engagement and reply to comments through typed tools — across every connected platform at once.
💡 Describe the playbook to your agent in plain language ('repurpose this video into 5 platform-native posts and queue them') and let it call the tools.
FAQ
How does Figma authentication work?
With OAuth 2.0. You authorize on Figma's own consent screen — Modiva owns the app, so there's no developer app or personal access token to manage. The scoped token is encrypted at rest and refreshed automatically before its 90-day expiry.
Can an agent change my designs?
No — the connection is read-only. The Figma REST API has no write path for design content. An agent can read files, components, styles, metadata and versions and export images, but it can't modify the file.
How does the agent get design context into other tools?
Whatever it reads from Figma — component names, version diffs, exported images — it can pass to any other platform you've connected in Modiva (Linear, Slack, Notion) through the same MCP session, so handoff and changelogs assemble themselves.