Sprites MCP · Webflow MCP server · Google Antigravity

Webflow MCP for Google Antigravity: setup in two minutes

Add https://mcp.sprites.ai/mcp as a custom MCP connector in Google Antigravity, sign in to Sprites, and Google Antigravity can read your Webflow account and propose changes to it. Setup takes about two minutes and needs no API key. Every write comes back as an approval before it touches the account.

MCP server URLhttps://mcp.sprites.ai/mcp

5 steps · about 2 minutes

Google AntigravitySprites connected

Write a post on Webflow vs Framer for SEO and add it to the blog as a draft.

Spriteswrite_seo_blog_postrunning
SpritesWebflowNeeds your approval
NNorthbound /blog/webflow-vs-framer-seo

Webflow vs Framer for SEO: what each controls, and what neither does

Where each builder lets you set metadata, schema and redirects, and the three SEO jobs you still do by hand on both.

Draft CMS item · not publishedReview

Add Sprites to Google Antigravity

Available on Antigravity 2.0, Antigravity IDE, Antigravity CLI and the Antigravity SDK. You need a Sprites account with Webflow already connected — the connector acts on that connection, so Google Antigravity never handles a Webflow credential.

  1. Open the shared MCP config

    All four Antigravity surfaces read one file. In the IDE, click … at the top of the agent side panel, choose MCP Servers, then Manage MCP Servers, then View raw config. The file itself is ~/.gemini/config/mcp_config.json, or .agents/mcp_config.json inside a workspace.

    Antigravity IDE
    …MCP ServersManage MCP ServersView raw config
  2. Add Sprites with serverUrl

    Antigravity requires serverUrl for any remote connection. Its documentation is explicit that the url and httpUrl keys other clients use are not supported here, and an entry using them is skipped rather than reported.

    ~/.gemini/config/mcp_config.json
    {
      "mcpServers": {
        "sprites": {
          "serverUrl": "https://mcp.sprites.ai/mcp"
        }
      }
    }
  3. Sign in

    Antigravity registers itself with the Sprites authorization server automatically and completes the flow at its own callback. Save the file, reopen Manage MCP Servers, and connect.

    Spriteswants access on behalf of Antigravity
    • Read your connected ad accounts and site data
    • Draft campaigns, creatives and pages for your approval
    • Apply only the changes you approve
    AllowCancel
  4. Use it from any surface

    Because the configuration is shared, the CLI and the SDK pick up the same server with no second step. Name the surface you are on when you follow an instruction — the products differ even though the config does not.

Official Webflow MCP vs Sprites MCP

Webflow runs its own MCP server at mcp.webflow.com/mcp. Here is what each one covers, so you can pick the one that fits in Google Antigravity — or connect both.

Webflow publishes its own MCP server, open source and hosted at mcp.webflow.com/mcp with OAuth sign-in. Its design tools work on the site itself — layouts, elements, styles, components, interactions and custom code — and its content tools reach CMS collections and items, pages, SEO, assets, forms and the sitemap. A few canvas actions, such as reading the current selection or breakpoint, need the Designer open with the MCP Bridge App, which installs during sign-in. Each authorization covers one workspace.

Webflow’s official Webflow MCP server compared with the Sprites MCP server
Webflow officialmcp.webflow.com/mcpSprites MCPapproval-gated
Endpointmcp.webflow.com/mcpmcp.sprites.ai/mcp
SetupOAuth sign-in, one workspace per authorizationSite API token and Site ID pasted into Sprites once; the agent never holds them
The canvasLayouts, elements, styles, components and interactionsNot touched — text on existing elements only
Deciding what to writeWrites what the model asks forKeyword research, Search Console and a read of your pages first
WritesDesign and content, applied when the tool is calledAn approval card with before and after, then read back from Webflow and verified
Copy editsWhatever text the model sendsBuilt from the page as read in the same conversation, so Designer edits are not reverted
Other channelsWebflowWebflow plus Search Console, GA4, Google Ads, Meta and more

If you want an agent to build or restyle pages, Webflow’s own server is the right tool; Sprites does not touch design. Use Sprites when the job is search: what to write, which page to fix, and a change you can read before it lands on your site.

Why run Webflow ads through Sprites

Google Antigravity is the interface; the connector decides what it can see and what it is allowed to do. Six things change when that connector is Sprites.

Search Console and the site, in one conversation

Sprites reads the queries a page gets impressions for before it rewrites that page’s title, and the posts that already rank before it writes a new one. A Webflow-only connector has neither.

SEO over MCP

It researches before it writes

Keyword volume, difficulty and the pages that currently rank are pulled first, so the post it drafts into your collection targets something you can actually win.

Every write is a diff, then a check

Each change is an approval card with its before and after. After it applies, Sprites reads the record back from Webflow and confirms it matches what you approved.

Scoped to one site, held by Sprites

Webflow is connected with a site API token limited to CMS, Pages and Assets. The token lives in Sprites; Claude or ChatGPT only ever talks to the Sprites endpoint.

Run the first prompt

Ask Google Antigravity this. It routes to a Sprites door, which reads your Webflow account and answers — no account to name, no confirmation to give first.

  • With Sprites, write a post on "webflow vs framer for seo" and add it to our Webflow blog collection as a draft.
  • Ask Sprites which Webflow pages have missing or duplicate meta descriptions, and propose new ones.
  • Use Sprites to rewrite the SEO title and meta description on our /pricing page.
  • Have Sprites find the Webflow blog posts that lost position in the last 28 days and refresh the weakest one.
  • With Sprites, update the hero headline on our /features page to lead with the outcome, not the feature.

Reopen Manage MCP Servers; Sprites is listed with its tool count, and the same entry is live in the CLI.

Running Webflow from Google Antigravity

The jobs people hand over first, start to finish: what you type, what Sprites does with it, and what comes back to approve.

  1. The metadata sweep

    You, in Google AntigravityWith Sprites, find every Webflow page with a missing or overlong meta description and fix them.

    Sprites does
    Lists your pages, checks titles and descriptions against search-result limits, and reads Search Console for what each page already ranks for.
    You get back
    One approval card per page, with the current and proposed fields side by side.
  2. Post into the CMS

    You, in Google AntigravityAsk Sprites to write a post on "webflow localization seo" and add it to our blog collection.

    Sprites does
    Researches the keyword, reads what ranks, writes the post and maps it onto your collection’s fields.
    You get back
    A draft CMS item. Publishing it is a separate approval.
  3. Refresh a slipping page

    You, in Google AntigravityUse Sprites to find the blog post that lost the most clicks this month and refresh it.

    Sprites does
    Compares Search Console periods, picks the post, re-reads it and the pages now outranking it.
    You get back
    An updated item with the changed fields shown before and after, ready to approve.

What Google Antigravity can do with Webflow

The same doors, whichever client you are in. One MCP configuration shared by the IDE, the CLI, the SDK and Antigravity 2.0, so the connector is added once and every surface has it.

Posts land in your CMS collection

The article is mapped onto your collection’s own fields — name, slug, the rich-text body and the meta fields when the collection has them — and created as a draft item, not pasted into the chat.

Page titles and meta, page by page

Page title, slug, SEO title, meta description and Open Graph title and description, each change shown with its before and after, and the length search results display noted beside it.

Copy edits that do not undo the Designer

A text change is built from the page as it reads now, in the same conversation. An edit drafted from an older copy would quietly revert work done in the Designer since, so Sprites refuses to send one.

Every write is checked after it lands

After an approved change applies, Sprites reads the record back from Webflow and compares it with what you approved, so “done” means the site now says it.

Search Console in the same conversation

Queries you rank 8–20 for, pages that slipped, and the post or metadata change that would close the gap — asked and answered without changing tools.

Going live is its own yes

CMS items are created as drafts. Publishing one is a separate action with its own approval card.

How approvals work here

Google Antigravity renders tool results as text, so a Webflow change comes back written out rather than as a card. The approval waits for you in Sprites — open it there and the same run continues. Nothing is applied until you approve it.

What it reads

  • Your Webflow pages, CMS collections, their field schemas and items
  • Page content, read fresh before any copy edit
  • Your asset library
  • Search Console queries, impressions, clicks and average position
  • Keyword volume, difficulty and what currently ranks

What it can change

  • CMS items, created as drafts and published only on a separate approval
  • Page titles, slugs, SEO titles, meta descriptions and Open Graph fields
  • Text on existing pages, replaced node by node from a same-conversation read
  • Assets uploaded from a URL or renamed, and new CMS collections
  • Every one of these is an approval card first, and read back from Webflow after

When it does not work in Google Antigravity

Three things go wrong in this client specifically, and each has a one-line fix.

The server is in the file but never appears.

It is almost certainly using url or httpUrl. Antigravity supports neither for remote servers; the key is serverUrl.

The IDE sees Sprites and the CLI does not.

A workspace .agents/mcp_config.json only applies inside that workspace. Put the entry in ~/.gemini/config/mcp_config.json to share it across surfaces.

Sign-in loops.

Antigravity completes OAuth at its own callback URL. Allow the browser redirect back to antigravity.google rather than cancelling it.

And on the Webflow side

Sprites says no Webflow Site ID is available.

Reconnect Webflow in Sprites and paste the Site ID from Site settings → General alongside the token.

Webflow rejects a write with a permissions error.

The site API token needs read and write access to CMS, Pages and Assets. Generate a new token with those scopes in Webflow and reconnect.

The new post is in the CMS but not on the live site.

Items are created as drafts on purpose. Ask Sprites to publish it, and approve the publish card.

Webflow and Google Antigravity: questions

Which URL do I paste into Google Antigravity?

https://mcp.sprites.ai/mcp. There is one endpoint and every client uses it — every OAuth grant is bound to exactly that address, so a variant of it will not be honoured.

Can Google Antigravity change my Webflow account without asking?

Google Antigravity renders tool results as text, so a Webflow change comes back written out rather than as a card. The approval waits for you in Sprites — open it there and the same run continues. Nothing is applied until you approve it.

Do I need a Webflow API key or developer token?

No. Webflow is connected once inside Sprites through Webflow (a site API token with CMS, Pages and Assets access), and the connector acts on that connection. Google Antigravity never sees a credential for it.

Why Google Antigravity for Webflow specifically?

One MCP configuration shared by the IDE, the CLI, the SDK and Antigravity 2.0, so the connector is added once and every surface has it.

Is there an official Webflow MCP server?

Yes. Webflow runs its own MCP server at mcp.webflow.com/mcp, signed in with OAuth, one workspace per authorization. It reaches site design — elements, styles, components, interactions and custom code — and content: CMS collections and items, pages, SEO, assets, forms and the sitemap. A few canvas actions need the Webflow Designer open. Sprites is a separate server that decides what to write before it writes it.

What is the difference between Webflow’s server and Sprites?

Webflow’s server gives an agent Webflow’s controls, including the canvas, which Sprites does not touch. Sprites brings the SEO side: keyword research, Search Console and a read of your existing pages before it writes, then every change as an approval card that is checked against Webflow after it applies.

Keep going

The same Google Antigravity connector reaches every other channel — nothing else to add.

All Webflow guides

Webflow, from Google Antigravity

Paste one URL, sign in once, and the next Webflow question you ask Google Antigravity gets answered from the live account.