Black Forest Labs for AI agents

Agents read Black Forest Labs at once. Changes and sends are held for a person's approval by default.

About Black Forest Labs

Black Forest Labs provides hosted FLUX models for generating and editing images and videos, polling asynchronous results, managing fine-tunes, and checking project credits.

What an agent can do in Black Forest Labs

Every Black Forest Labs action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.

Runs at once (reads)

Looks things up in Black Forest Labs without asking first. 4 actions.

  • Get Credit BalanceReturn the connected BFL project's current credit balance so funds can be checked before a paid generation or editing request.
  • Get Fine-TuneReturn details for one BFL fine-tune by ID; an absent or inaccessible fine-tune is reported as not found without distinguishing access denial.
  • Get Generation ResultFetch one status update for an asynchronous BFL task using its exact returned polling URL or task ID. Returns pending, moderation, error, not-found, and ready states without looping, downloading media
  • List Fine-TunesReturn all fine-tunes accessible to the connected BFL project in one unpaginated response.

Held for approval by default (changes and sends)

Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 10 actions.

  • Deblur ImageSubmit a paid asynchronous deblurring of an authorized image. Returns the task ID, exact polling URL, and quoted cost without waiting.
  • Edit VideoSubmit a paid asynchronous prompt-directed edit of an authorized source video. Returns the task ID, exact polling URL, and quoted per-second cost without waiting for or downloading the result.
  • Erase Image ObjectSubmit a paid asynchronous removal of a masked object from an authorized image. Returns the task ID, exact polling URL, and quoted cost without waiting for or downloading the result.
  • Generate Fine-Tuned ImageSubmit a paid asynchronous FLUX fine-tuned image generation using an existing LoRA. Returns the task ID, exact polling URL, and quoted cost; it does not wait for or download the result.
  • Generate or Edit FLUX.2 Klein ImageSubmit a paid asynchronous FLUX.2 Klein image generation or authorized reference-image edit with the stable 4B or 9B model. Returns the task ID, exact polling URL, and quoted cost without waiting for
  • Generate or Edit ImageSubmit a paid asynchronous FLUX 3 image generation or authorized reference-image edit. Returns a task ID and exact polling URL without waiting for or downloading the result. Moderation may end the tas
  • Generate VideoSubmit a paid asynchronous FLUX 3 video task from text, authorized keyframes, a source video, or a prior draft cache. Video is charged by duration and resolution. Returns a task ID and exact polling U
  • Outpaint ImageSubmit a paid asynchronous expansion of an authorized image onto a larger canvas of at most 4,194,304 pixels. Fast mode requires a base64 source; high mode also accepts HTTP(S) URLs. Returns the task
  • Upscale VideoSubmit a paid asynchronous upscale for the first 20 seconds of an authorized video, with an optional content prompt and 1.5x-3x scale target. Returns the task ID, exact polling URL, and quoted cost wi
  • Virtual Try-OnSubmit a paid asynchronous virtual try-on using authorized person and garment images. Returns the task ID, exact polling URL, and quoted cost without waiting.

Changes wait in Needs you

Changes and sends in Black Forest Labs are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

How approvals work

Black Forest Labs questions

Can an agent change data in Black Forest Labs on its own?

Not by default. Changes and sends in Black Forest Labs are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

What can an agent read in Black Forest Labs?

This connector lists 4 read actions. Reads run at once, without waiting for approval.

How does Black Forest Labs connect?

It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.

Bring Black Forest Labs to your agents.