Webflow Mcp:compress Cms Image Agent Skill

Webflow CMS Image Compression

Compress and reformat image fields on a Webflow CMS item to .webp or .avif.

This skill does not support images embedded inside Rich Text fields at this time. Tell the user that limitation before starting and only process CMS fields whose schema type is Image or MultiImage.

Important Note

ALWAYS use Webflow MCP tools for Webflow operations:

• Use Webflow MCP's data_sites_tool with action list_sites to discover the site ID when needed
• Use Webflow MCP's data_cms_tool with action get_collection_details to fetch collection schemas
• Use Webflow MCP's data_cms_tool with action list_collection_items to fetch the target CMS item
• Use Webflow MCP's data_assets_tool with action create_asset to create presigned asset uploads
• Use Webflow MCP's data_cms_tool with action update_collection_items to update CMS image fields
• Use Webflow MCP's data_cms_tool with action publish_collection_items to publish the updated item
• All Webflow MCP calls must include the required context parameter (15-25 words, third-person perspective)
• Mutating operations require explicit user confirmation. Ask the user to type confirm before uploading assets, updating CMS fields, or publishing.
• Rich Text embedded images are not supported. Do not parse or rewrite Rich Text HTML for image compression.

Instructions

Phase 1: Gather Parameters

Collect all required inputs in one shot when possible:

• Collection ID: Ask "What is the Collection ID?"
• Item ID: Ask "What is the Item ID?"
• Image fields: Ask "Which image fields should be compressed?"
• "All image fields" - compress every Image or MultiImage field found on the item
• "Specify field names" - user will name specific field slugs
• Target format: Ask "Target format?"
• "webp (Recommended)" - best browser support, good compression
• "avif" - better compression, slightly less support
• Quality (1-100): Ask "Quality (1-100)?"
• "85 - Recommended (webp)" - visually lossless for most photos
• "75 - Recommended (avif)" - avif is efficient at lower quality
• "Custom" - user types their own value

If the user chose "Specify field names", follow up for comma-separated field slugs. If the user chose "Custom" quality, follow up for the numeric value. Validate custom quality is an integer from 1 to 100.

Phase 2: Discover Image Fields

• Call data_cms_tool with action get_collection_details and the collection ID.
• Filter fields where type === "Image" or type === "MultiImage".
• Select target fields:
• If the user chose "All image fields", use every Image and MultiImage field found.
• If the user named specific fields, validate each slug exists and is an Image or MultiImage field.
• Warn and skip requested fields that do not exist or are not image fields.
• Stop and report if no valid image fields remain.

Phase 3: Fetch the CMS Item

Call data_cms_tool with action list_collection_items to fetch the target item. Use the item ID to identify the item directly when the tool supports it; otherwise filter or search the returned items.

Extract current fieldData for each target field:

• For Image fields, capture url and fileId.
• For MultiImage fields, capture each array entry's url and fileId.
• Skip null, empty, or malformed image values.
• Skip images already in the target format unless the user explicitly asks to recompress them.

Phase 4: Preview and Confirm

Before downloading or uploading anything, show a preview:

Compression Preview

Collection: [collection ID]
Item: [item ID]
Target format: webp
Quality: 85

Fields to process:
- main-image: hero.jpg -> hero.webp
- gallery: 3 images -> webp

Skipped:
- thumbnail: already webp

Type `confirm` to download, convert, upload, update the CMS item, and publish.

Proceed only after the user types confirm.

Phase 5: Convert Each Image

For each image:

• Download to /tmp/:

curl -sL "{url}" -o "/tmp/cms_img_{fieldSlug}_{index}.orig"

• Ensure Pillow is available:

python3 -c "from PIL import Image" 2>/dev/null || pip3 install Pillow -q

For avif, also try:

pip3 install pillow-avif-plugin -q

• Convert with the user's quality setting:

python3 - <<'EOF'
from PIL import Image
import os

try:
    import pillow_avif
except ImportError:
    pass

source = "/tmp/cms_img_{fieldSlug}_{index}.orig"
target = "/tmp/cms_img_{fieldSlug}_{index}.{ext}"
img = Image.open(source)
img.save(target, "{FORMAT}", quality={quality})
orig = os.path.getsize(source)
new = os.path.getsize(target)
print(f"Original: {orig:,} bytes -> {FORMAT}: {new:,} bytes ({(1 - new / orig) * 100:.1f}% smaller)")
EOF

If avif conversion fails, report the error and ask whether to fall back to webp or abort.

• Compute the MD5 hash of the converted file:

md5 -q "/tmp/cms_img_{fieldSlug}_{index}.{ext}"

On Linux:

md5sum "/tmp/cms_img_{fieldSlug}_{index}.{ext}" | cut -d' ' -f1

Phase 6: Upload to Webflow Assets

For each converted file:

• Determine site_id. If it is not known from the collection or prior context, call data_sites_tool with action list_sites. If multiple sites are available, ask the user which one owns the collection.
• Call data_assets_tool with action create_asset:
• site_id: the target site ID
• file_name: original base name plus the new extension, such as hero.webp
• file_hash: the MD5 hex string
• Capture the response values:
• uploadUrl: S3 endpoint
• uploadDetails: form fields
• id: new asset ID
• hostedUrl: CDN URL to use as the CMS source reference
• POST to S3 as multipart/form-data. Map uploadDetails keys to curl fields:
• xAmzAlgorithm -> X-Amz-Algorithm
• xAmzCredential -> X-Amz-Credential
• xAmzDate -> X-Amz-Date
• xAmzSignature -> X-Amz-Signature
• successActionStatus -> success_action_status
• contentType -> Content-Type
• cacheControl -> Cache-Control
• Pass acl, bucket, key, and policy as-is
• Append the file last: -F "file=@/tmp/cms_img_{fieldSlug}_{index}.{ext};type=image/{ext}"
• Expect HTTP 201. If the response is not 201, log the response body and report the upload error. Presigned URLs have a one-hour TTL; restart from asset creation if the URL expires.

Phase 7: Update and Publish

Call data_cms_tool with action update_collection_items using only fields that were successfully converted and uploaded.

For Image fields, set:

{
  "fieldSlug": {
    "fileId": "{newAssetId}",
    "url": "{hostedUrl}"
  }
}

For MultiImage fields, reconstruct the full image array and replace only successfully processed entries with the new { "fileId", "url" } values. Preserve skipped entries exactly as they were.

After a successful update, call data_cms_tool with action publish_collection_items for the item ID. The CMS may re-process the image and generate its own CDN URL; the hostedUrl from the asset upload is the source reference.

Phase 8: Report Results

Print a concise summary table:

| Field | Original | Converted | Savings |

|-------|----------|-----------|---------|

| main-image | 118,044 B (JPEG) | 113,260 B (webp) | 4.1% |

Also report:

• Fields skipped because they were null, empty, malformed, already in the target format, or not image fields
• Conversion failures and whether the user chose fallback or abort
• Upload failures, including response bodies when available
• New asset IDs for uploads that succeeded when a later CMS update or publish failed

Examples

User prompt:

Compress the main image on this CMS item to webp.

Response flow:

I need the collection ID, item ID, image fields, target format, and quality before compressing the CMS image.

Compression Preview

Collection: 65f...
Item: 66a...
Target format: webp
Quality: 85

Fields to process:
- main-image: blog-hero.jpg -> blog-hero.webp

Type `confirm` to download, convert, upload, update the CMS item, and publish.

Final report:

CMS Image Compression Complete

| Field | Original | Converted | Savings |
|-------|----------|-----------|---------|
| main-image | 842,911 B (JPEG) | 214,330 B (webp) | 74.6% |

Updated and published item 66a...

Guidelines

• Handle one CMS item at a time. For bulk operations across many items, rerun the skill for each item or extend the workflow with an explicit loop.
• Do not delete the original JPEG or PNG from Webflow's asset store; only update the CMS field reference.
• Preserve filenames by stripping the original extension and appending the target extension. Avoid double extensions such as hero.jpg.webp.
• Continue processing other selected fields after a single image conversion or upload failure unless the failed field is the only target.
• Never update or publish the CMS item if no image was successfully converted and uploaded.
• Keep a local in-memory rollback note with the original image field values and include it in the final report when an update succeeds.