Integration
Connect Abyssale to VLM Run
When New Export fires in Abyssale, your agent runs Add file in VLM Run. Describe the whole flow 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 VLM Run to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any 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 VLM Run
When New Export in Abyssale
then Add file in VLM Run
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 VLM Run
Triggers and actions 4 triggers · 28 actions
- New Export
Triggers when an export of one or multiple images has been completed
- New File
Triggers when a single file generation is completed
- New File Batch
Triggers when a batch generation of files is completed
- Template Status Updated
Triggers when a template's status has been updated.
- Add Design from JSON
Create a new design by importing a JSON payload describing its layers and layout.
- Add Project
Create a new project to organize designs.
- Duplicate Workspace Template
Duplicate a workspace template into a project as a new editable design.
- Export Visuals
Export one or multiple previously generated visuals in .zip format
- Find Format
Fetch details about a format added to a template you designed in Abyssale
- Find Template
Fetch details about a template you designed in Abyssale
- Generate Dynamic Image URL
Create a dynamic image URL that renders a design on the fly with custom data, without generating a static file.
- Generate HTML5 Banner Ads
Generate HTML5 banner ads from an animated template designed in Abyssale
- Generate Multi-Format Videos
Generate multiple videos at once from an animated template designed in Abyssale
- Generate Open Graph Link
Embed your images as Open Graph into unique redirect shortlinks. Great for hyper-personalized Linkedin or Facebook messages
- List Projects
List all projects in the account.
- List Workspace Templates
List the workspace's shared template library.
- Add agent
Create an agent.
- Add file
Upload a file.
- Analyze Audio
Processes and analyzes audio content.
- Analyze Document
Extracts structured data from a document.
- Analyze Image
Generates a description from an image.
- Analyze Video
Processes and analyzes video content.
- Execute Agent
Executes a specific agent with a prompt using vlmrun.
- Generate chat completion
Multimodal chat completion.
- Get execution
Get an agent execution by ID.
- Get file
Get a file by ID.
- Get prediction
Get a prediction by ID.
- List agents
List agents.
- List executions
List agent executions.
- List files
List files.
- List models
List models.
- List predictions
Lists the predictions made on your VLM Run account.
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 VLM Run, 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 VLM Run when something happens in Abyssale?
Any of VLM Run's 16 actions, including Add agent, Add file, Analyze Audio and Analyze Document. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from VLM Run to Abyssale?
VLM Run has no triggers in the catalog today, so automations start in Abyssale. If you need the other direction, ask: your agent reads VLM Run's API documentation and adds it.
Do I have to build a connector for Abyssale or VLM Run?
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.
Can my AI client use Abyssale and VLM Run without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
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.