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
| Category | Weight this run | Hygraph | Webflow | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 89 | 79 | Hygraph +10 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 78 | 87 | Webflow +9 |
| Agent ergonomics | 13%16.2 | 72 | 72 | even |
| Security & auth | 14%17.5 | 63 | 74 | Webflow +11 |
| Payments & pricing | 10%12.5 | 35 | 30 | Hygraph +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 74 | 80 | Webflow +6 |
| Transparency & trust | 7%8.8 | 60 | 81 | Webflow +21 |
| Negative events | ≤15 | 0 | -3 | |
| Total | 69.3 · B | 69.4 · B |
Facts side by side
| Fact | Hygraph | Webflow |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Hygraph GmbH | Webflow, Inc. |
| Hosted endpoint | https://mcp.hygraph.com/mcp | https://api.webflow.com/v2 |
| Transports | HTTP, Streamable HTTP | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | no | no |
| Licence | Proprietary service under Hygraph GmbH's Terms of Service. The @hygraph/management-sdk package is MIT | Proprietary 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 exposed | 17 | 34 |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | not listed | com.webflow/mcp |
| Last release | 2026-09-30 | 2026-10-07 |
| Terms last updated | no date given | 2023-11-15 |
| Privacy policy last updated | no date given | 2025-03-17 |
| Customer content may train models | not found in the text | not found in the text |
| Terms restrict automated access | not found in the text | not found in the text |
| Terms restrict benchmarking | yes | not found in the text |
| Terms or service can change without notice | yes | yes |
| Arbitration or class-action waiver | not found in the text | yes |
| Popularity | 52 stars, 8.6k npm/wk | 85k 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
- Send the Permanent Auth Token as
Authorization: Bearer <token>tohttps://<region>.hygraph.com/v2/<projectId>/<environment>. Read the schema by introspection first, because every type is generated from the project's models - Mutations write to DRAFT. Call
publish<Model>withto: [PUBLISHED]as a separate mutation, and passlocalesto write or publish a localisation - 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
- Upload an asset with
createAsset, then POST the file to the returned pre-signed URL, or passuploadUrlfor a remote file. The asset staysASSET_CREATE_PENDINGuntil processed - Schema changes go to the Management API through
@hygraph/management-sdkor the MCP toolsubmit_batch_migration. Version restore has no documented mutation, so read<model>Versionand write the old values back
Webflow
- Send the token as
Authorization: Bearerto https://api.webflow.com/v2. Ask forcms:readandcms:writeonly, plussites:writeif the task publishes - Create or update items first, then call Publish Items or Publish Site. An item with
isDrafttrue and alastPublisheddate is live with unpublished changes - 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
- Page item lists with
limit(maximum 100) andoffset, and filter withfilter[<fieldSlug>][<operator>], up to 10 terms - 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
- Contentstack vs Hygraph
- Contentstack vs Webflow
- DatoCMS vs Hygraph
- DatoCMS vs Webflow
- Directus vs Hygraph
- Directus vs Webflow
- Ghost vs Hygraph
- Ghost vs Webflow
- Hygraph vs Payload
- Hygraph vs Prismic
- Hygraph vs Sanity
- Hygraph vs Storyblok
- Hygraph vs Strapi
- Hygraph vs WordPress
- Payload vs Webflow
- Prismic vs Webflow
- Sanity vs Webflow
- Storyblok vs Webflow
- Strapi vs Webflow
- Webflow vs WordPress
Machine-readable
- This page as Markdown
/compare/hygraph-vs-webflow.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/hygraph.json·/api/v1/tools/webflow.json - From a terminal
anchor compare hygraph webflow(the CLI) - Over MCP
compare_tools {"a": "hygraph", "b": "webflow"}at/mcp, no key