Integration
Connect Abyssale to Roboflow
When something happens in Abyssale, your agent does the next thing in Roboflow. Describe it and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Abyssale and Roboflow to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiAny client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Abyssale can start in Roboflow
When New Export in Abyssale
then Add Image in Roboflow
When New File in Abyssale
then CLIP Similarity in Roboflow
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Abyssale and Roboflow
Triggers and actions 4 triggers · 21 actions
Trigger
New ExportTriggers when an export of one or multiple images has been completed
Trigger
New FileTriggers when a single file generation is completed
Trigger
New File BatchTriggers when a batch generation of files is completed
Trigger
Template Status UpdatedTriggers when a template's status has been updated.
Action
Add Design from JSONCreate a new design by importing a JSON payload describing its layers and layout.
Action
Add ProjectCreate a new project to organize designs.
Action
Duplicate Workspace TemplateDuplicate a workspace template into a project as a new editable design.
Action
Export VisualsExport one or multiple previously generated visuals in .zip format
Action
Find FormatFetch details about a format added to a template you designed in Abyssale
Action
Find TemplateFetch details about a template you designed in Abyssale
Action
Generate Dynamic Image URLCreate a dynamic image URL that renders a design on the fly with custom data, without generating a static file.
Action
Generate HTML5 Banner AdsGenerate HTML5 banner ads from an animated template designed in Abyssale
Action
Generate Multi-Format VideosGenerate multiple videos at once from an animated template designed in Abyssale
Action
Generate Open Graph LinkEmbed your images as Open Graph into unique redirect shortlinks. Great for hyper-personalized Linkedin or Facebook messages
Action
List ProjectsList all projects in the account.
Action
List Workspace TemplatesList the workspace's shared template library.
Action
Add ImageAdds an image hosted at a public URL to a Roboflow project's dataset.
Action
CLIP SimilarityScores how similar an image or text is to each of a list of text or image prompts, using OpenAI's CLIP model on Roboflow's hosted inference.
Action
Delete ImageRemoves one or more images from a Roboflow project (dataset).
Action
Get ImageGet a single image's metadata by id.
Action
Infer ClassificationRuns a trained Roboflow classification model on an image at a public web address and returns the predicted classes with their confidence scores.
Action
Infer Instance SegmentationRuns a trained Roboflow instance segmentation model on an image at a public URL and returns each detected object with its class, confidence, bounding box and mask outline.
Action
Infer Object DetectionRuns a trained Roboflow object detection model on an image at a public URL and returns every object found, with its class, confidence and bounding box.
Action
List ImagesLists the images in a Roboflow project, optionally filtered by tag, class, batch or annotation job, or ranked by similarity to a text prompt or another image.
Action
List ProjectsLists all projects in a Roboflow workspace.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Abyssale and Roboflow, answered
What can start an automation from Abyssale?
Any of Abyssale's 4 triggers in the catalog, including New Export, New File, New File Batch and Template Status Updated. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Roboflow when something happens in Abyssale?
Any of Roboflow's 9 actions, including Add Image, CLIP Similarity, Get Image and Infer Classification. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Roboflow to Abyssale?
Roboflow has no triggers in the catalog today, so automations start in Abyssale. If you need the other direction, ask: your agent reads Roboflow's API documentation and adds it.
Do I have to build a connector for Abyssale or Roboflow?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.