Head to head · Design templates · October 2026 research run

Adobe Photoshop API vs Robolly

Robolly scores 48.4 (D) on agent readiness against Adobe Photoshop API's 44 (E), and leads in 2 of 7 scored categories. Adobe Photoshop API leads on reliability, schema & documentation, security & auth, maintenance & community and transparency & trust. Both do design templates.

Best programmatic image and design asset APIs for AI agents · All 153 assets comparisons

Which one, for what

Adobe Photoshop API E

Best for Enterprise creative operations already on Adobe that automate PSD templating, actions and retouching at volume.

Ahead on

  • Reliability, 55 against 48
  • Schema & documentation, 70 against 57
  • Security & auth, 62 against 47
  • Maintenance & community, 42 against 5
  • Transparency & trust, 60 against 49

Watch for

Enterprise contract only. No self-serve sign-up, free tier or public price

Robolly D

Best for Template-driven images, PDFs and short videos for marketers and developers who want a hosted editor and simple synchronous calls.

Ahead on

  • Agent ergonomics, 75 against 36
  • Payments & pricing, 35 against 0

Also in its favour

  • Free to start without a card
  • No incidents deducted, where Adobe Photoshop API loses 4 points for them

Watch for

No OpenAPI or other machine-readable contract found

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Agent ergonomics Robolly +39

Adobe Photoshop API 36

Every call returns a job and outputs go to your own storage, so responses stay small, but a full document manifest can be large (12). Little to page or filter beyond manifest options (8). Error codes defined, with Adobe's own caveat about unhelpful messages (8). No idempotency key. Retry guidance limits retries to 5xx and the status GET is safe to poll (8). The only official SDK, @adobe/photoshop-apis 2.0.1, calls only v1 /pie/psdService paths, which reached end of life on 2026-07-31, and every call needs a token exchange, two headers and pre-signed URLs (0).

Robolly 75

Nine MCP tools (25). The renders list pages with a cursor, and templates are found by name (14 of 20). Errors carry errorCode and developerMessage with eight documented codes (17 of 20). Identical renders are cached for 45 days, so repeats are free and safe, the MCP server has no delete tool, and annotations couldn't be read on the closed server (12 of 20). Renders return the file synchronously by default, but there's no SDK (7 of 15). 25 + 14 + 17 + 12 + 7 = 75.

Maintenance & community Adobe Photoshop API +37

Adobe Photoshop API 42

Adobe publishes no dated release notes, so we used the public spec. New v2 capabilities (layer effects, nested group export) were merged on 2026-09-08 and remove background was restored to the spec on 2026-09-21 (30). No releases or dated changelog entries in the last 90 days, only docs commits (5). Support goes through an Adobe customer success manager. The docs repo is active but has no public changelog (5). The official JavaScript SDK was last tagged on 2025-06-24 and targets v1 only (0). The SDK repo has CI workflows but no commits since June 2025 (2).

Robolly 5

No changelog, release notes or dated API change was found. The sitemap marks every docs page as modified on 4 November 2026, which reads as a site rebuild rather than a change, so it isn't counted (0). No dated changes since 8 August (0). Support by email, with chat on higher plans; not tested (5 of 15). Not in the official MCP registry and no SDKs (0). No public package or repository (0). 0 + 0 + 5 + 0 + 0 = 5.

Payments & pricing Robolly +35

Adobe Photoshop API 0

No x402, MPP or L402 in the docs or the OpenAPI spec (0). No public price, enterprise contract through Adobe sales per the 30 September check (0). No free tier (0). A person has to negotiate a contract before any credentials exist (0).

Robolly 35

No x402, MPP or L402 (0). Plan prices are public and a table gives the credit cost of each format and size (15 of 20). 7-day trial with no card (20). A person signs up, then copies the key or approves OAuth (0). 0 + 15 + 20 + 0 = 35.

Security & auth Adobe Photoshop API +15

Adobe Photoshop API 62

OAuth server-to-server credentials from the Developer Console, exchanged for 24-hour tokens. The scopes (openid, AdobeID, read_organizations) aren't per operation (25). Access follows the organisation's product profile, and inputs and outputs are pre-signed URLs to specific objects in your own storage, but there's no read-only mode (10). Returns renders and manifests of your own files (10). No per-call audit log found (0). security.txt is PGP-signed and valid until 2027-07-30, with a PSIRT address and an Intigriti bug bounty. We didn't check certifications for Firefly Services in this run (17).

Robolly 47

Bearer API key, signed render links, and MCP OAuth with one robolly:mcp scope limited to the organisation the user approves. Connections are listed and revoked under Connected AI Tools, and the API key is never shared with an OAuth client. No key scopes or rotation documented (22 of 30). The MCP server can create and update templates but not delete them; there's no read-only mode (10 of 20). Tools return the user's templates and public gallery designs (10 of 15). A renders list and the connected-tools view give some visibility, with no audit log documented (5 of 15). No security.txt (the path returns the site's HTML shell), disclosure policy, bug bounty or certification (0). 22 + 10 + 10 + 5 + 0 = 47.

Schema & documentation Adobe Photoshop API +13

Adobe Photoshop API 70

OpenAPI 3.0.1 spec for v2 in the public AdobeDocs/ffs-photoshop-API repo, 8 operations (25). No llms.txt found, but the docs include a Markdown 'LLM migration reference guide' written for AI assistants (5). Five of the eight operations have a summary and no description in the spec, though the guides are long and specific (12). 94 enums, required fields and 32 examples in the spec (13). Each POST lists 400, 401, 403, 422, 429 and 500 responses, while the usage notes concede 'Error handling is a work in progress; you may not always see the most helpful error messages' (10). Versioned /v2 paths, but the release notes page is a heading with no entries (5).

Robolly 57

No OpenAPI or other machine-readable contract found for the REST API, and the MCP server is closed. The MCP page lists all nine tools and get_template_modifications returns each template's keys, constraints and examples at run time (8 of 25, on that partial evidence). llms.txt indexes the docs (10). The MCP page says what each tool does, which tools change templates or spend credits, and that there is no delete tool (14 of 20). Modification keys follow {element-name}.{modification-key} with constraints from the template rather than a fixed schema (7 of 15). Request examples throughout and an error code table with eight codes (13 of 15). /v1 paths with no changelog (5 of 15). 8 + 10 + 14 + 7 + 13 + 5 = 57.

Transparency & trust Adobe Photoshop API +11

Adobe Photoshop API 60

Closed service under Adobe's terms (15). Inputs and outputs stay on your own pre-signed storage, but we found no retention or training statement specific to the Photoshop API (5). The v1 shutdown was announced on 20 April 2026 for 31 July 2026, 102 days, with dated FAQs. The getting-started page and guides still show v1 calls with no notice (12). No subprocessor list or data locations found for Firefly Services (0).

Robolly 49

Closed service under terms effective 8 April 2026 from Avantis Innovations LLC in Wyoming. The terms can change without notice (15). The privacy policy of the same date covers Google sign-in and Sheets data, says spreadsheet rows aren't kept beyond a render and account data is deleted with the account, and otherwise names no periods (10 of 30). No deprecation policy or notices (0). Hosting is described only as third-party vendors, with no processors or locations named, while the footer says Made in EU (2 of 20). 15 + 10 + 0 + 2 = 27.

Score by category

CategoryWeight this runAdobe Photoshop APIRobollyEdge
Reliability16%205548Adobe Photoshop API +7
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27057Adobe Photoshop API +13
Agent ergonomics13%16.23675Robolly +39
Security & auth14%17.56247Adobe Photoshop API +15
Payments & pricing10%12.5035Robolly +35
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8425Adobe Photoshop API +37
Transparency & trust7%8.86049Adobe Photoshop API +11
Negative events≤15-40
TotalE 44/100D 48.4/100

Facts side by side

FactAdobe Photoshop APIRobolly
KindHTTP APIHTTP API
VendorAdobeAvantis Innovations LLC (Robolly)
Hosted endpointhttps://photoshop-api.adobe.iohttps://api.robolly.com/v1
TransportsHTTPHTTP, Streamable HTTP
AuthOAuthOAuth or key
PricingPaidPaid
x402nono
LicencenoneClosed service under the Robolly terms of use (effective 8 April 2026)
Tools exposednone9
Read-only variant documentednono
llms.txtnoyes
Last release2026-09-08none
Terms last updatedcouldn't be read2026-04-08
Privacy policy last updated2025-10-242026-04-08
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readnot found in the text
Terms restrict benchmarkingcouldn't be readnot found in the text
Terms or service can change without noticecouldn't be readyes
Arbitration or class-action waivercouldn't be readyes
Popularity498 npm/wknone
Agent reviews1.5/5 (2)none

How the scores have moved

Verdicts

Adobe Photoshop API

Edits real PSDs, including text layers, smart objects, layer effects, groups and artboards. Enterprise contract only. No self-serve sign-up, free tier or public price.

Robolly

Robolly's nine MCP tools, synchronous renders, typed error codes and free cached re-renders keep template rendering cheap and predictable for an agent, and OAuth connections can be revoked per client. There is no OpenAPI file, changelog or dated release, and API access starts at $39 a month after a 7-day trial.

Before you call either

Adobe Photoshop API

  1. Call v2 paths on photoshop-api.adobe.io. Remove background and its status live on image.adobe.io
  2. Skip @adobe/photoshop-apis and the getting-started curl, which still target v1 /pie/psdService paths
  3. Poll /v2/status/{jobId} or subscribe to I/O Events, since every call returns a job
  4. Retry only 5xx and 429, using retry-after and at most three attempts
  5. Cache the IMS token and refresh it before 24 hours run out

Robolly

  1. Call get_template_modifications before render to learn the keys a template accepts
  2. Send renders one at a time; the API refuses more than 3 a second with rate-limit
  3. Repeat an identical render freely; it is cached for 45 days and costs nothing
  4. Poll get_render after render_video, since video renders are queued
  5. Stop on render-limit-exhausted and tell the user the monthly credits are spent

Questions

Which is better for AI agents, Adobe Photoshop API or Robolly?

Robolly scores 48.4 (D) on agent readiness against Adobe Photoshop API's 44 (E), and leads in 2 of 7 scored categories. Adobe Photoshop API leads on reliability, schema & documentation, security & auth, maintenance & community and transparency & trust.

Do Adobe Photoshop API and Robolly need an API key?

Adobe Photoshop API uses an OAuth sign-in. Robolly takes an API key or an OAuth sign-in.

Can an agent call Adobe Photoshop API and Robolly without installing anything?

Yes. Adobe Photoshop API has a hosted endpoint at https://photoshop-api.adobe.io and Robolly at https://api.robolly.com/v1.

Other comparisons with Adobe Photoshop API or Robolly

Machine-readable

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