Developers and agents

Duskly has one public API endpoint and a set of machine-readable descriptions of the site. There is no key, no account and no sandbox to register for.

Machine-readable index

• /llms.txt — what this site is, when to use it,

when not to, and what it does not claim.

• /openapi.json — OpenAPI 3.1 description.
• /.well-known/api-catalog — RFC

9727 linkset pointing at the description above.

• /sitemap.xml — every page, with hreflang

alternates for English, French, Spanish and Dutch.

MCP server

https://duskly.ai/mcp speaks the Model Context Protocol over Streamable HTTP, stateless JSON. No key, no account, no session.

{"mcpServers": {"duskly": {"type": "http", "url": "https://duskly.ai/mcp"}}}

Setup instructions for Claude, Claude Code, Codex and ChatGPT are on the MCP server page.

Free, no listing needed:

• duskly_classify_edit — is this edit disclosable, ambiguous, or prohibited outright
• duskly_generate_disclosure — the MLS wording for every publishing surface
• duskly_list_prohibited_alterations — what no disclosure can cure
• duskly_list_edits — the available edits and their compliance status
• duskly_verify_image — check an image for provenance marks
• duskly_get_pricing — what it costs and what a purchase includes
• duskly_start_listing — a link for a person to upload photos

For a listing, passing its id from the listing URL:

• duskly_get_listing — photos, what has been edited, whether it is paid, budget left
• duskly_get_listing_pack — paid listings only: download link, per-photo disclosure wording, originals page
• duskly_get_checkout_url — a Stripe URL for a person to open and pay

Possession of the listing id is the authorisation, as it is on the website. A paid listing is fully readable through MCP; an unpaid one returns the checkout URL instead. No tool completes a purchase.

There is no render tool, deliberately. A render spends model credit and sits behind a browser check an automated client cannot pass, so the server hands back a link for a person to open rather than pretending it can do the work. Duskly does not take payment through MCP either: when the keyed tier lands, checkout returns a Stripe URL for a human to open.

GET and DELETE return 405. There is no SSE stream because the server sends no server-initiated messages, and no session to delete because it issues none.

Markdown instead of HTML

Any page on this site can be fetched as Markdown by sending Accept: text/markdown. Responses carry Content-Type: text/markdown and Vary: Accept. A 404 answers in Markdown too, with links onward rather than a rendered error page.

curl -H 'Accept: text/markdown' https://duskly.ai/

Verifying an image

curl -X POST https://duskly.ai/api/v1/verify -F image=@photo.jpg

Returns what provenance marks were found: an invisible Duskly watermark, IPTC digital source type, and whether a C2PA container appears present.

Read the result carefully before repeating it. It is a limited inspection report, not a certificate of authenticity or compliance. The absence of a mark is not evidence that an image is a camera capture — most AI editors write nothing at all, and Duskly's own paid downloads are deliberately unmarked. The C2PA field reports only that a container appears present; manifests are not parsed, signatures are not validated, and Duskly does not sign them.

Versioning

Integrate against /api/v1/verify. Breaking changes ship as a new path segment, never in place. /api/verify is an unversioned alias kept because links to it are already published, and is not covered by that promise.

A retiring version is announced with Deprecation and Sunset headers (RFC 8594) at least six months before removal.

Rate limits

No key means the limit is counted per IP. Callers without a browser bot-check token get a smaller hourly allowance than the website does. Every response carries RateLimit-Limit, RateLimit-Remaining, RateLimit-Reset and RateLimit-Policy; a 429 adds Retry-After. Throttle on those rather than retrying into a refusal.

Errors

Every 4xx and 5xx is JSON with a stable machine-readable code, a human-readable error, and usually a detail saying how to resolve it.

{"error": "Image is larger than 20MB", "code": "image_too_large", "detail": "The limit is 20MB per image."}

Codes: image_missing, image_too_large, image_unreadable, bot_check_failed, rate_limited, unavailable, not_found.

What there is no API for

Editing photos. The render endpoints spend model credit and require a browser bot check, so they are not callable by automated clients. Listing URLs are purchase credentials and are excluded in robots.txt; do not crawl, index or share them.

Questions: contact@duskly.ai.