Integration
Connect ProAbono to Roboflow
When Event(s) Related to a Customer fires in ProAbono, your agent runs List Projects in Roboflow. 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 ProAbono and Roboflow 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 ProAbono can start in Roboflow
When Event(s) Related to a Customer in ProAbono
then List Projects in Roboflow
When Event(s) Related to a Customer in ProAbono
then Add Image 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 ProAbono and Roboflow
Triggers and actions 1 trigger · 22 actions
Trigger
Event(s) Related to a CustomerTriggers when a customer is created or updated in ProAbono (name, email, status, language or other customer details change).
Action
Anonymize a CustomerAnonymizes a customer in ProAbono, clearing their personal details such as name and email. Returns the anonymized customer.
Action
Bill a CustomerInvoices a customer's current balance right away instead of waiting for the next billing cycle, optionally adding a note to the invoice.
Action
Create a Line in the Customer BalanceAdds a one-time debit or credit line to a customer's balance in ProAbono. The line is invoiced with the customer's next billing.
Action
Create or Update a CustomerCreates a customer in ProAbono, or updates the existing customer that has the same customer reference. Returns the customer record with its customer-portal links.
Action
Get invoiceReturns a single ProAbono invoice by its ID, including its number, state, amounts, customer and links to view or pay it.
Action
List customersReturns the customers in your ProAbono account, optionally only those in one segment or those with an active subscription that includes a given feature.
Action
Retrieve a CustomerReturns a customer by your own customer reference, including their status, segment, metadata and customer portal links.
Action
Retrieve Billing Address of a CustomerReturns the billing address of a customer, looked up by your own customer reference.
Action
Retrieve Full Invoice (PDF)Returns a full invoice by its ID, including its amounts, status and a link to download the invoice PDF.
Action
Retrieve Payment Settings of a CustomerReturns a customer's payment settings: payment type, billing mode, grey-list status, invoice note and next billing date.
Action
Suspend a CustomerSuspends a customer so they can no longer access the customer portal, download invoices, use their payment method or receive emails. Returns the updated customer.
Action
Update Billing Address of a CustomerSets or updates the billing address of a ProAbono customer, and returns the saved address.
Action
Update Payment Settings of a CustomerUpdates a customer's payment settings in ProAbono, such as a manual payment method, billing mode, next billing date or the note shown on their invoices, and returns the saved settings.
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
ProAbono and Roboflow, answered
What can start an automation from ProAbono?
Any of ProAbono's 1 trigger in the catalog, including Event(s) Related to a Customer. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Roboflow when something happens in ProAbono?
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 ProAbono?
Roboflow has no triggers in the catalog today, so automations start in ProAbono. 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 ProAbono 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.
Can my AI client use ProAbono and Roboflow 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.