Head to head · Cms content · October 2026 research run

Contentstack vs Ghost

Contentstack scores 64 (B) on agent readiness against Ghost's 58.3 (C), and leads in 3 of 7 scored categories. Ghost leads on reliability and payments & pricing. Both do cms content.

Which one, for what

Contentstack B

Good for Teams already on Contentstack, or starting on its free plan, who want an agent to draft, localise, release and publish structured content with scoped credentials and an audit trail.

Ahead on

  • Schema & documentation, 77 against 51
  • Security & auth, 69 against 56

Also in its favour

  • A hosted endpoint, with nothing to install
  • Runs on your own machine
  • Free to start without a card

Watch for

The MCP server's default group loads 78 tools, including nine deletes, with no readOnlyHint or destructiveHint annotations and no read-only switch

Ghost C

Good for A publication, blog or newsletter where an agent drafts posts and a person or a higher role publishes.

Ahead on

  • Reliability, 80 against 71
  • Payments & pricing, 50 against 30

Also in its favour

  • Open source

Watch for

No OpenAPI or other machine-readable description of the Admin API was found in the docs or the repository

Score by category

CategoryWeight this runContentstackGhostEdge
Reliability16%207180Ghost +9
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27751Contentstack +26
Agent ergonomics13%16.26769Ghost +2
Security & auth14%17.56956Contentstack +13
Payments & pricing10%12.53050Ghost +20
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88285Ghost +3
Transparency & trust7%8.87372Contentstack +1
Negative events≤15-3-7
Total64 · B58.3 · C

Facts side by side

FactContentstackGhost
KindHTTP APIHTTP API
VendorContentstack Inc.Ghost Foundation
Hosted endpointhttps://api.contentstack.iono (local only)
TransportsHTTP, stdioHTTP
AuthOAuth or keyAPI key
PricingFreemiumFreemium
x402nono
LicenceProprietary service under Contentstack's Master Agreement and Terms of Service. The OpenAPI files, the management SDKs, the CLI and the @contentstack/mcp package are MITMIT, copyright Ghost Foundation. Ghost(Pro) is a paid hosting service under the Ghost Foundation's terms
Tools exposed206none
Read-only variant documentedyesno
llms.txtyesyes
Last release2026-09-222026-10-07
Terms last updated2022-08-01no date given
Privacy policy last updated2026-06-30no date given
Customer content may train modelsnot found in the textnot found in the text
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingyesnot found in the text
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waiveryesnot found in the text
Popularity44k npm/wk, 1.5k PyPI/wk56k stars, 24k npm/wk

Verdicts

Contentstack

The Content Management API has a public OpenAPI file, OAuth scopes that separate read, write and publish, read-only management tokens and a stack audit log. A free plan needs no card. The MCP server loads 78 tools by default with no annotations or read-only switch, and the limit=0 behaviour changed on 11 September 2026 without advance notice.

Ghost

A create needs only a title, updates are checked against updated_at so a stale write is refused, and a Contributor's staff token can draft without being able to publish. The Admin API has no OpenAPI file and one fixed permission set per integration, and 20 security advisories were published between 3 September and 1 October 2026.

Before you call either

Contentstack

  1. Pick the base URL for the stack's region first. North America on AWS is https://api.contentstack.io, and the other six regions use contentstack.com hosts
  2. Send api_key and authorization headers on every Content Management API call. Ask for a read-only management token when the task only reads
  3. Page with limit (100 at most), skip and include_count=true. limit=0 no longer returns everything
  4. Stay under 10 reads and 10 writes a second per organisation, and one bulk request a second. Watch X-RateLimit-Remaining and back off on 429
  5. Start the MCP server with --groups cma only, and add cma-extended when the task needs audit logs or version history. Publishing and deleting need no confirmation

Ghost

  1. Sign a fresh HS256 token for each batch of calls. Decode the hex secret to bytes, set kid to the key id, aud to /admin/ and exp at most 5 minutes ahead
  2. Set status to draft on every create unless told to publish, and publish later with a PUT that sets status to published
  3. GET the post before each PUT and send its updated_at back. Tags and authors in a PUT replace the existing lists
  4. Send content as a Lexical JSON string, or add ?source=html and send html. The HTML conversion is lossy unless wrapped in an HTML card
  5. Page through lists with limit up to 100 and page. Since Ghost 6.0 limit=all returns 100 items without an error

Questions

Which is better for AI agents, Contentstack or Ghost?

Contentstack scores 64 (B) on agent readiness against Ghost's 58.3 (C), and leads in 3 of 7 scored categories. Ghost leads on reliability and payments & pricing.

Do Contentstack and Ghost need an API key?

Contentstack takes an API key or an OAuth sign-in. Ghost needs an API key.

Can an agent call Contentstack and Ghost without installing anything?

Contentstack has a hosted endpoint at https://api.contentstack.io. No hosted endpoint is listed for Ghost.

Are Contentstack and Ghost open source?

No open-source release is listed for Contentstack. Ghost is open source (MIT, copyright Ghost Foundation. Ghost(Pro) is a paid hosting service under the Ghost Foundation's terms).

Other comparisons with Contentstack or Ghost

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.