Integration
Connect Mapster to VLM Run
When New Survey Response fires in Mapster, 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 Mapster 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 Mapster can start in VLM Run
When New Survey Response in Mapster
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 Mapster and VLM Run
Triggers and actions 1 trigger · 17 actions
- New Survey Response
Triggers when there's a new survey response.
- Add Survey Response
submits a survey response (as the embedded widget does when a visitor completes a survey), creating a new response on the survey.
- 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
Mapster and VLM Run, answered
What can start an automation from Mapster?
Any of Mapster's 1 trigger in the catalog, including New Survey Response. 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 Mapster?
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 Mapster?
VLM Run has no triggers in the catalog today, so automations start in Mapster. 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 Mapster 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 Mapster 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.