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Start Async Generation

start_inference_job

Start a generation as an async job (POST /v2/inferences with async=true) and return a task_id.

Recommended for advanced animations (rd_advanced_animation__*), other animation styles, and batches — they run for tens of seconds and can outlive a synchronous MCP call. Poll the returned task_id with get_inference_job roughly every 2-5 seconds.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "prompt": "<prompt>",
      "prompt_style": "<prompt_style>",
      "width": "<width>",
      "height": "<height>"
    },
    "name": "start_inference_job"
  }
}

Input Schema

NameRequiredDescriptionDefault
seedNoSeed for reproducible results; reuse the same seed to iterate on one composition.
widthYesOutput width in pixels. Each style enforces its own limits; check list_available_styles or get_style_usage. Genre-native sizes per item: Minecraft 16; items/icons/props 32-64; character sprites 16-48 retro or 96-128 showcase; tiles 16-32; portraits 96-128; full scenes 256 (RD Pro's max; 16:9 scenes = 256x144 — pixel art integer-upscales losslessly).
heightYesOutput height in pixels. Each style enforces its own limits; check list_available_styles or get_style_usage.
promptYesDescribe the SUBJECT only, richly and concretely ('a squat round flask of glowing crimson liquid, cork stopper, bright highlight on the upper-left rim' beats 'a potion'). Never write 'pixel art' — the selected style handles all rendering. For standalone assets, state a flat background color that contrasts the subject (default 'on a plain white background') and pair with remove_bg=true; never write 'transparent background' (that is remove_bg's job), and never leave the background unstated (it drifts to drab dark gray). Scenes instead describe their real environment. For rd_advanced_animation__rotate the prompt is only an optional hint describing the uploaded subject — a few words or an empty string.
tile_xNoMake the result tile seamlessly on the horizontal axis.
tile_yNoMake the result tile seamlessly on the vertical axis.
strengthNoHow strongly to change input_image, 0-1 (default 0.75). Lower values keep more of the original.
remove_bgNoRemove the background for transparent output. Use true for standalone assets and pair it with a stated contrasting background in the prompt ('on a plain white background') — removal works best on flat contrasting backdrops. Animations inherit the start frame's transparency automatically.
num_imagesNoHow many images to generate in one batch; a batch produces varied takes of one prompt (the right way to get N distinct items as individually usable images — never pack N items into a single sheet/grid image unless a sheet IS the deliverable). Style-specific maximums apply.
rd_api_keyNoRetroDiffusion API key (rdpk-...) for this call only; overrides session or header auth.
input_imageNoBase64 PNG used as the main source image for edits, variations, tilesets, animations, or styles that require a starting frame. Raw base64 or a data URL. Send the NATIVE-resolution image: an upscaled display copy (e.g. a 96px sprite exported at 4x = 384px) exceeds style ranges and gets rejected — downscale to the true pixel grid first. For advanced animations the frame's dimensions must equal width/height, and sprites whose opaque pixels touch the canvas edge animate badly (pad onto a larger transparent canvas first, e.g. 48x48 content onto 64x64).
extra_promptNoSecondary prompt for styles that use one (e.g. the transition texture in advanced tilesets).
prompt_styleYesStyle id from list_available_styles (e.g. 'rd_core__default', 'rd_pro__isometric', or a custom 'user__...' style).
input_paletteNoBase64 image of a color palette; output colors are constrained to it.
upload_outputsNoHost outputs and return URLs in output_urls (recommended for MCP clients) instead of only base64 payloads.
frames_durationNoAnimation frame count for animation styles: 4, 6, 8, 10, 12, or 16. Pick deliberately: 8 is the sweet spot for loops (walking, idle), 6 for a snappy single action, 10-12 for flowing ambient motion. Ignored by rd_advanced_animation__rotate (always 8 views).
timeout_secondsNoRead-timeout override in seconds for this call; increase for animations or large batches.
reference_imagesNoExtra per-inference guidance images (base64), only for styles where supports_reference_images is true. Not for defining custom styles.
extra_input_imageNoSecond base64 input image for styles that use one (e.g. the second texture in rd_tile__tileset_advanced).
return_pre_paletteNoAlso return the render from before palette constraints were applied.
return_spritesheetNoFor animation styles: return a PNG sprite sheet instead of a GIF (for rd_advanced_animation__rotate, the 3x3 direction sheet whose views face the center).
return_non_bg_removedNoAlso return the render from before background removal was applied.
upscale_output_factorNoInteger upscale factor for the output image; 1 returns the native pixel size.
bypass_prompt_expansionNoSkip the automatic LLM prompt enrichment and use the prompt verbatim.
include_downloadable_dataNoInclude extra structured assets when available (e.g. tileset atlas JSON, animation frame data).

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / prompt_style / description
      Previous value: -"Style id from list_available_styles (e.g. 'rd_fast__default', 'rd_pro__isometric', or a custom 'user__...' style)."New value: +"Style id from list_available_styles (e.g. 'rd_core__default', 'rd_pro__isometric', or a custom 'user__...' style)."
  2. Changed3 schema fields changed
    • changedInput schema / properties / frames_duration / description
      Previous value: -"Animation frame count for animation styles: 4, 6, 8, 10, 12, or 16. Pick deliberately: 8 is the sweet spot for loops (walking, idle), 6 for a snappy single action, 10-12 for flowing ambient motion."New value: +"Animation frame count for animation styles: 4, 6, 8, 10, 12, or 16. Pick deliberately: 8 is the sweet spot for loops (walking, idle), 6 for a snappy single action, 10-12 for flowing ambient motion. Ignored by rd_advanced_animation__rotate (always 8 views)."
    • changedInput schema / properties / prompt / description
      Previous value: -"Describe the SUBJECT only, richly and concretely ('a squat round flask of glowing crimson liquid, cork stopper, bright highlight on the upper-left rim' beats 'a potion'). Never write 'pixel art' — the selected style handles all rendering. For standalone assets, state a flat background color that contrasts the subject (default 'on a plain white background') and pair with remove_bg=true; never write 'transparent background' (that is remove_bg's job), and never leave the background unstated (it drifts to drab dark gray). Scenes instead describe their real environment."New value: +"Describe the SUBJECT only, richly and concretely ('a squat round flask of glowing crimson liquid, cork stopper, bright highlight on the upper-left rim' beats 'a potion'). Never write 'pixel art' — the selected style handles all rendering. For standalone assets, state a flat background color that contrasts the subject (default 'on a plain white background') and pair with remove_bg=true; never write 'transparent background' (that is remove_bg's job), and never leave the background unstated (it drifts to drab dark gray). Scenes instead describe their real environment. For rd_advanced_animation__rotate the prompt is only an optional hint describing the uploaded subject — a few words or an empty string."
    • changedInput schema / properties / return_spritesheet / description
      Previous value: -"For animation styles: return a PNG sprite sheet instead of a GIF."New value: +"For animation styles: return a PNG sprite sheet instead of a GIF (for rd_advanced_animation__rotate, the 3x3 direction sheet whose views face the center)."
  3. Changed6 schema fields changed
    • changedInput schema / properties / frames_duration / description
      Previous value: -"Animation frame count for animation styles: 4, 6, 8, 10, 12, or 16."New value: +"Animation frame count for animation styles: 4, 6, 8, 10, 12, or 16. Pick deliberately: 8 is the sweet spot for loops (walking, idle), 6 for a snappy single action, 10-12 for flowing ambient motion."
    • changedInput schema / properties / input_image / description
      Previous value: -"Base64 PNG used as the main source image for edits, variations, tilesets, animations, or styles that require a starting frame. Raw base64 or a data URL."New value: +"Base64 PNG used as the main source image for edits, variations, tilesets, animations, or styles that require a starting frame. Raw base64 or a data URL. Send the NATIVE-resolution image: an upscaled display copy (e.g. a 96px sprite exported at 4x = 384px) exceeds style ranges and gets rejected — downscale to the true pixel grid first. For advanced animations the frame's dimensions must equal width/height, and sprites whose opaque pixels touch the canvas edge animate badly (pad onto a larger transparent canvas first, e.g. 48x48 content onto 64x64)."
    • changedInput schema / properties / num_images / description
      Previous value: -"How many images to generate in one batch. Style-specific maximums apply."New value: +"How many images to generate in one batch; a batch produces varied takes of one prompt (the right way to get N distinct items as individually usable images — never pack N items into a single sheet/grid image unless a sheet IS the deliverable). Style-specific maximums apply."
    • changedInput schema / properties / prompt / description
      Previous value: -"Describe the SUBJECT only (e.g. 'a knight resting by a campfire'). Never write 'pixel art' — the selected style handles all rendering."New value: +"Describe the SUBJECT only, richly and concretely ('a squat round flask of glowing crimson liquid, cork stopper, bright highlight on the upper-left rim' beats 'a potion'). Never write 'pixel art' — the selected style handles all rendering. For standalone assets, state a flat background color that contrasts the subject (default 'on a plain white background') and pair with remove_bg=true; never write 'transparent background' (that is remove_bg's job), and never leave the background unstated (it drifts to drab dark gray). Scenes instead describe their real environment."
    • changedInput schema / properties / remove_bg / description
      Previous value: -"Remove the background for transparent output."New value: +"Remove the background for transparent output. Use true for standalone assets and pair it with a stated contrasting background in the prompt ('on a plain white background') — removal works best on flat contrasting backdrops. Animations inherit the start frame's transparency automatically."
    • changedInput schema / properties / width / description
      Previous value: -"Output width in pixels. Each style enforces its own limits; check list_available_styles or get_style_usage."New value: +"Output width in pixels. Each style enforces its own limits; check list_available_styles or get_style_usage. Genre-native sizes per item: Minecraft 16; items/icons/props 32-64; character sprites 16-48 retro or 96-128 showcase; tiles 16-32; portraits 96-128; full scenes 256 (RD Pro's max; 16:9 scenes = 256x144 — pixel art integer-upscales losslessly)."
  4. First observed

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations only tell us this is a non-read-only, non-idempotent, open-world call; the description adds genuinely new behavior: the operation is asynchronous, returns a task_id rather than a result, and must be polled every 2-5 seconds. It stops short of covering failure modes, job expiry, or concurrency/rate limits for a tool that can enqueue long-running work.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three short sentences, front-loaded with the verb and return value, then the recommendation, then the required follow-up action. The endpoint annotation in parentheses is compact and informative rather than filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 25-parameter async mutation with a fully documented schema and an output schema, the description covers the essential lifecycle: what is started, what comes back, and how to retrieve the result. Gaps remain around job failure/expiry and whether the task_id is reusable, which matter for an async workflow.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% across all 25 parameters with unusually detailed per-field guidance, so the baseline of 3 applies. The description adds no parameter-level meaning of its own beyond the returned task_id contract.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource ('Start a generation as an async job'), names the underlying endpoint and the returned artifact ('return a task_id'), which is more than a restatement of the title. It does not explicitly contrast itself with the synchronous sibling create_inference, so the async/sync distinction is left partly implicit.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives concrete when-to-use conditions: advanced animations, other animation styles, and batches, justified by their tens-of-seconds runtime outliving a synchronous MCP call. It also names the follow-up tool (get_inference_job) and a polling cadence, but never says when NOT to use it (e.g. fast single-image work should go to the synchronous create_inference).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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