Integration
Connect Contrast to Docupanda
When New Chat Message fires in Contrast, your agent runs Add document in Docupanda. 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 Contrast and Docupanda 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 Contrast can start in Docupanda
When New Chat Message in Contrast
then Add document in Docupanda
When New Poll Vote in Contrast
then Classify documents in Docupanda
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 Contrast and Docupanda
Triggers and actions 5 triggers · 18 actions
Trigger
Live ViewsTriggers when an attendee watches a Contrast webinar live. Returns the viewer's name, email and how much of the video they watched.
Trigger
New Chat MessageTriggers when a viewer sends a chat message during a Contrast live session. Returns the message, the sender and the video.
Trigger
New Poll VoteTriggers when a viewer votes in a poll during a Contrast webinar. Returns the question, the chosen answer and the voter.
Trigger
RegistrationsTriggers when someone registers for a Contrast webinar. Returns the registrant's name, email and registration details.
Trigger
Replay ViewsTriggers when an attendee watches the replay of a Contrast webinar. Returns the viewer's name, email and how much of the video they watched.
Action
List EventsReturns Contrast events, optionally for one channel and a start-date window.
Action
List Recurring EventsReturns the active Contrast recurring events, optionally for one channel.
Action
Register AttendeeRegisters an attendee for a Contrast webinar and returns the new registration.
Action
Register Attendee to Recurring EventRegisters an attendee to a session of a Contrast recurring event (the next upcoming one unless a date is given).
Action
Add classAdds a new document class, with a name and description, to your classification taxonomy.
Action
Add documentSubmits a document to DocuPipe for processing from a URL or base64 file contents, and returns its document id and job id.
Action
Add schemaCreates a new extraction schema in DocuPanda from a JSON Schema definition, describing the structured data to pull from documents.
Action
Classify documentsStarts a classification job that sorts one or more documents into your classes. Returns the job ID and status.
Action
Delete documentDeletes a document previously submitted to DocuPanda for processing.
Action
Find documentsFinds documents whose filename or document ID matches the search text, optionally within one dataset.
Action
Get documentReturns a processed document, including its processing status, extracted text, pages and metadata.
Action
Get jobReturns a DocuPanda job by its ID, including its status, timestamps and job-type-specific details.
Action
Get schemaReturns a DocuPanda extraction schema by its ID, including its name, JSON schema definition and guidelines.
Action
Get standardizationReturns a standardization's extracted JSON data along with its document, schema, job and metadata details.
Action
List classesReturns every document class defined in your DocuPipe classification taxonomy.
Action
List documentsReturns the documents submitted to DocuPipe, optionally filtered by dataset and creation date range.
Action
List schemasReturns the extraction schemas in your DocuPanda account.
Action
Standardize documentsStarts standardizing a document into structured data against a schema (or an auto-generated draft schema). Returns the job and standardization ids.
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
Contrast and Docupanda, answered
What can start an automation from Contrast?
Any of Contrast's 5 triggers in the catalog, including New Chat Message, New Poll Vote, Live Views and Registrations. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Docupanda when something happens in Contrast?
Any of Docupanda's 14 actions, including Add class, Add document, Add schema and Classify documents. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Docupanda to Contrast?
Docupanda has no triggers in the catalog today, so automations start in Contrast. If you need the other direction, ask: your agent reads Docupanda's API documentation and adds it.
Do I have to build a connector for Contrast or Docupanda?
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 Contrast and Docupanda 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.