Automatically classify open-ended survey feedback

When a user completes a survey in RapidoForm, send the feedback text to Atlassian MCP to automatically extract themes and classify respondent sentiments.

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

RapidoForm Explore RapidoForm →

Triggers

New form response

Fires when a form is submitted in RapidoForm.

Survey completed

Fires when a respondent finishes a survey in RapidoForm.

Response updated

Fires when an existing response is edited in RapidoForm.

Actions

Create or update form

Creates or updates a form or survey in RapidoForm.

Retrieve a response

Looks up a specific form response in RapidoForm.

Add a respondent

Adds a respondent or contact to a form in RapidoForm.

Atlassian MCP Explore Atlassian MCP →

Triggers

New completion generated

Fires when Atlassian MCP generates a response to a prompt.

Model run failed

Fires when a request to Atlassian MCP errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Atlassian MCP finishes.

Actions

Generate a completion

Sends a prompt to Atlassian MCP and returns the model's response.

Summarize text

Uses Atlassian MCP to summarize a block of text.

Classify or extract data

Uses Atlassian MCP to classify or extract structured data from text.

Summarize long form responses for quick review When a detailed form response is received in RapidoForm, use Atlassian MCP to generate a concise summary so your team can quickly digest key feedback. See details

Generate custom follow-up forms when model fine-tuning completes When a fine-tune job finishes in Atlassian MCP, automatically create an updated survey in RapidoForm to gather fresh test data from respondents. See details

See all RapidoForm + Atlassian MCP integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Automatically classify open-ended survey feedback” between RapidoForm and Atlassian MCP?

Yes — describe it in the box above and Knit's Integrations Agent researches RapidoForm and Atlassian MCP's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

How does Atlassian MCP improve how we process survey data from RapidoForm?

When customers complete surveys in RapidoForm, Atlassian MCP can instantly summarize long responses, extract key themes, or categorize customer feedback without manual reading.

Can generated AI insights in Atlassian MCP be saved back into RapidoForm?

Yes, after Atlassian MCP analyzes or summarizes response text, the resulting completion can be saved directly back into RapidoForm to enrich the response record.