Head to head · Cms content · October 2026 research run

Hygraph vs Webflow

Webflow and Hygraph score within a point of each other on agent readiness, 69.4 (B) and 69.3 (B). Hygraph leads on reliability and payments & pricing. Both do cms content.

Which one, for what

Hygraph B

Good for Teams on Hygraph who want an agent to create, localise and publish entries, upload assets or change schema, with delete and unpublish kept out of reach on MCP.

Ahead on

  • Reliability, 89 against 79
  • Payments & pricing, 35 against 30

Also in its favour

  • Free to start without a card
  • No incidents deducted, where Webflow loses 3 points for them

Watch for

GraphQL error bodies carry a message and a requestId with no machine-readable code, and only asset transformation 429 responses are documented with Retry-After

Webflow B

Good for Teams whose website already runs on Webflow and who want an agent to draft, update and publish CMS items, fix metadata or manage assets.

Ahead on

  • Schema & documentation, 87 against 78
  • Security & auth, 74 against 63
  • Maintenance & community, 80 against 74
  • Transparency & trust, 81 against 60

Watch for

The MCP server documents 34 tools (27 data, 3 Designer session, 4 utility), each with several actions, and a granted tool grants all its actions

Score by category

CategoryWeight this runHygraphWebflowEdge
Reliability16%208979Hygraph +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27887Webflow +9
Agent ergonomics13%16.27272even
Security & auth14%17.56374Webflow +11
Payments & pricing10%12.53530Hygraph +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87480Webflow +6
Transparency & trust7%8.86081Webflow +21
Negative events≤150-3
Total69.3 · B69.4 · B

Facts side by side

FactHygraphWebflow
KindHTTP APIHTTP API
VendorHygraph GmbHWebflow, Inc.
Hosted endpointhttps://mcp.hygraph.com/mcphttps://api.webflow.com/v2
TransportsHTTP, Streamable HTTPHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402nono
LicenceProprietary service under Hygraph GmbH's Terms of Service. The @hygraph/management-sdk package is MITProprietary service under Webflow's Terms of Service. The OpenAPI spec, the JavaScript and Python SDKs and the open-source MCP server on GitHub are MIT
Tools exposed1734
Read-only variant documentednono
llms.txtyesyes
MCP registrynot listedcom.webflow/mcp
Last release2026-09-302026-10-07
Terms last updatedno date given2023-11-15
Privacy policy last updatedno date given2025-03-17
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textnot found in the text
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticeyesyes
Arbitration or class-action waivernot found in the textyes
Popularity52 stars, 8.6k npm/wk85k npm/wk, 121k PyPI/wk

Verdicts

Hygraph

Tokens are limited by model, stage, locale and action, the GraphQL schema is typed and introspectable, and a hosted MCP server rejects delete and unpublish operations. Error bodies carry a message without a machine code, there are no idempotency keys, audit logs are Enterprise only, and no data processing agreement, sub-processor list or security.txt was found.

Webflow

The Data API has a public OpenAPI 3.1 spec with 140 operations, scoped OAuth and site tokens, and CMS items that stay drafts until a separate publish call. The MCP server loads 34 multi-action tools and can't create new localised CMS items. The free plan holds 50 CMS items, and the activity log needs the $2,500 Team plan.

Before you call either

Hygraph

  1. Send the Permanent Auth Token as Authorization: Bearer <token> to https://<region>.hygraph.com/v2/<projectId>/<environment>. Read the schema by introspection first, because every type is generated from the project's models
  2. Mutations write to DRAFT. Call publish<Model> with to: [PUBLISHED] as a separate mutation, and pass locales to write or publish a localisation
  3. Stay under the plan's limit for uncached requests (5 a second on Hobby, 25 on Growth) and its concurrent mutations (5 and 10). Back off exponentially on 429
  4. Upload an asset with createAsset, then POST the file to the returned pre-signed URL, or pass uploadUrl for a remote file. The asset stays ASSET_CREATE_PENDING until processed
  5. Schema changes go to the Management API through @hygraph/management-sdk or the MCP tool submit_batch_migration. Version restore has no documented mutation, so read <model>Version and write the old values back

Webflow

  1. Send the token as Authorization: Bearer to https://api.webflow.com/v2. Ask for cms:read and cms:write only, plus sites:write if the task publishes
  2. Create or update items first, then call Publish Items or Publish Site. An item with isDraft true and a lastPublished date is live with unpublished changes
  3. Stay under 60 requests a minute on Starter and Basic and 120 on Premium, read X-RateLimit-Remaining, and wait for Retry-After on 429
  4. Page item lists with limit (maximum 100) and offset, and filter with filter[<fieldSlug>][<operator>], up to 10 terms
  5. Upload an asset in two steps (create the asset with a file hash, then POST the bytes to the presigned URL). Write localised content with the item's cmsLocaleId

Questions

Which is better for AI agents, Hygraph or Webflow?

Webflow and Hygraph score within a point of each other on agent readiness, 69.4 (B) and 69.3 (B). Hygraph leads on reliability and payments & pricing.

Do Hygraph and Webflow need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call Hygraph and Webflow without installing anything?

Yes. Hygraph has a hosted endpoint at https://mcp.hygraph.com/mcp and Webflow at https://api.webflow.com/v2.

Other comparisons with Hygraph or Webflow

Machine-readable

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