Integration
Connect Spark Hire to Roboflow
When Interview Completed fires in Spark Hire, 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 Spark Hire 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)Grok
Open grok.com/connectors, choose New Connector, then Custom, and paste the address. Grok signs you in in your browser.
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 Spark Hire can start in Roboflow
When Interview Completed in Spark Hire
then List Projects in Roboflow
When New Interview in Spark Hire
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 Spark Hire and Roboflow
Triggers and actions 3 triggers ยท 23 actions
Trigger
Interview CompletedTriggers when a candidate completes a Spark Hire interview.
Trigger
New InterviewTriggers when a new interview is created in Spark Hire.
Trigger
New Job PostTriggers when a new job post is created in Spark Hire.
Action
Create Company UserCreates a Spark Hire company user and emails them an invitation to set a password. Requires an admin's API key.
Action
Create InterviewCreates a Spark Hire interview for one candidate on a job post and emails them the invitation, using a saved question set.
Action
Create Job PostCreates a Spark Hire job post with a title, description, location and status.
Action
Delete InterviewDeletes a Spark Hire interview.
Action
Delete Job PostDeletes a Spark Hire job post.
Action
Get Company UserReturns one Spark Hire company user.
Action
Get InterviewReturns one Spark Hire interview with its candidate, job post, status, rating and questions.
Action
Get Job PostReturns one Spark Hire job post, including its status, location and open interview link.
Action
List Company UsersReturns the company users on the Spark Hire account.
Action
List InterviewsReturns Spark Hire interviews, optionally filtered by status and type.
Action
List Job PostsReturns Spark Hire job posts, optionally filtered by status.
Action
List Question SetsReturns the saved interview question sets on the Spark Hire account.
Action
Update InterviewReschedules a Spark Hire interview, cancels one the candidate has not completed, or marks a live interview completed.
Action
Update Job PostUpdates a Spark Hire job post's title, description or status. Only the fields you supply change.
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
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Questions
Spark Hire and Roboflow, answered
What can start an automation from Spark Hire?
Any of Spark Hire's 3 triggers in the catalog, including Interview Completed, New Interview and New Job Post. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Roboflow when something happens in Spark Hire?
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 Spark Hire?
Roboflow has no triggers in the catalog today, so automations start in Spark Hire. 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 Spark Hire 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 Spark Hire 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.