Head to head · Content management · October 2026 research run

Hygraph vs Kontent.ai

Kontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments & pricing. Both do content management.

Best headless CMS and website publishing for AI agents · All 91 cms comparisons

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 82
  • Payments & pricing, 35 against 20

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

Kontent.ai BB

Good for A company already on Kontent.ai, or evaluating it on a trial, that wants an agent to draft, localise, move through workflow and publish structured content with a permission-limited key and an audit trail.

Ahead on

  • Security & auth, 81 against 63
  • Maintenance & community, 83 against 74
  • Transparency & trust, 75 against 60

Also in its favour

  • Agent-ready, a grade of BB or better
  • Runs on your own machine

Watch for

No price is published. The pricing page shows sliders for seats, content types and items and a form that requests a quote

Score by category

CategoryWeight this runHygraphKontent.aiEdge
Reliability16%208982Hygraph +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27874Hygraph +4
Agent ergonomics13%16.27271Hygraph +1
Security & auth14%17.56381Kontent.ai +18
Payments & pricing10%12.53520Hygraph +15
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87483Kontent.ai +9
Transparency & trust7%8.86075Kontent.ai +15
Negative events≤1500
Total69.3 · B70.5 · BB

Facts side by side

FactHygraphKontent.ai
KindHTTP APIHTTP API
VendorHygraph GmbHKontent CZ s.r.o.
Hosted endpointhttps://mcp.hygraph.com/mcphttps://manage.kontent.ai/v2
TransportsHTTP, Streamable HTTPHTTP, stdio, Streamable HTTP
AuthOAuth or keyAPI key
PricingFreemiumPaid
x402nono
LicenceProprietary service under Hygraph GmbH's Terms of Service. The @hygraph/management-sdk package is MITProprietary service under the Kontent.ai Terms of Service. The management SDKs for JavaScript and .NET and the MCP server on GitHub are MIT
Tools exposed1754
Read-only variant documentednoyes
llms.txtyesyes
MCP registrynot listedio.github.kontent-ai/mcp-server
Last release2026-09-302026-10-02
Terms last updatedno date given2026-09-11
Privacy policy last updatedno date given2025-06-02
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesyes
Terms or service can change without noticeyesnot found in the text
Arbitration or class-action waivernot found in the textnot found in the text
Popularity52 stars, 8.6k npm/wk8.4k npm/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.

Kontent.ai

Management API keys take per-area permissions, environment limits and an expiry from one minute to two years, and changes made with a key are named in the audit log. Rate limits and Retry-After are documented. No price is published, and no OpenAPI file was found. Access starts with a 30-day trial that a person opens in a browser.

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

Kontent.ai

  1. Send Authorization: Bearer <key> to https://manage.kontent.ai/v2/projects/{environment_id}/.... The Management API must be switched on under Environment settings, General, Enabled APIs first
  2. Ask for a Management API key with only the permissions the task needs. Read content alone gives a read-only key, and keys expire after six months by default
  3. Stay under 10 requests a second and 400 a minute per environment, send requests one at a time, and wait the seconds in Retry-After on a 429
  4. Page lists by passing the continuation_token from the response back in the x-continuation header
  5. Create items with an external_id and write with the upsert PUT at /items/external-id/{id} so a retry after a lost response does not create a duplicate
  6. With the MCP server, call get-patch-guide before any patch tool, and use a client that prompts on destructiveHint

Questions

Which is better for AI agents, Hygraph or Kontent.ai?

Kontent.ai scores 70.5 (BB) on agent readiness against Hygraph's 69.3 (B), and leads in 3 of 7 scored categories. Hygraph leads on reliability and payments & pricing.

Do Hygraph and Kontent.ai need an API key?

Hygraph takes an API key or an OAuth sign-in. Kontent.ai needs an API key.

Can an agent call Hygraph and Kontent.ai without installing anything?

Yes. Hygraph has a hosted endpoint at https://mcp.hygraph.com/mcp and Kontent.ai at https://manage.kontent.ai/v2.

Other comparisons with Hygraph or Kontent.ai

Machine-readable

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