SurveysAI Qualitative Analysis – interview and focus group analysis

Connect Remote server

claude mcp add --transport http qualitative-analysis-workflow https://qualitative-analysis.surveysai.com/mcp

{
  "mcpServers": {
    "qualitative-analysis-workflow": {
      "url": "https://qualitative-analysis.surveysai.com/mcp"
    }
  }
}

{
  "servers": {
    "qualitative-analysis-workflow": {
      "type": "http",
      "url": "https://qualitative-analysis.surveysai.com/mcp"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://qualitative-analysis.surveysai.com/mcp

Tools 12 found in our last check

• qualitative_get_capabilities

  Describes the Qualitative Analysis service: what it does, how authentication, credits and payment work, the input limits and the background-job model (start, then poll). Call it once to orient yourself before the first analysis, or when the user asks what the service can do. No…

• qualitative_list_presets

  Lists the current analysis presets (qualitative methods): preset id and version, title, description, required and optional input slots, the analysis steps and the report types each preset can produce. Call it before quoting or starting an analysis to choose a `preset_id` and val…

• qualitative_get_pricing

  Returns the public price list: the value of one credit in USD, how the package price is tiered by word count, and the credit packs a human can buy. Use it for general pricing questions that have no concrete inputs. For the exact price of a specific analysis use qualitative_quote…

• qualitative_quote_analysis

  Prices one complete analysis package from word counts alone and returns the price in credits and USD, the model and reasoning effort that would be used, what is included and which reports are available. Read-only: nothing is stored and nothing is charged. Send counts only (`inpu…

• qualitative_get_account

  Returns the account behind the API key: credit balance, whether a credit reconciliation blocks new charges, and the key's prefix and scopes. Requires an API key. Use it to check the balance before starting an analysis or after a payment_required error. It cannot buy credits; onl…

• qualitative_list_runs

  Lists the user's analyses (runs), newest first: id, title, status, preset, package status and price. Requires an API key with the runs:read scope. Use it to find a `run_id` when the user refers to earlier work. For the progress or details of one analysis use qualitative_get_run.…

• qualitative_get_run

  Returns the current state of one analysis: status, package (price, refunds, last error, `retry_available`, `refund_on_cancel`), steps, progress, ready deliverables, `web_url`, `action_required` and `next_poll_after_seconds`. Requires an API key with the runs:read scope. Analyses…

• qualitative_list_deliverables

  Lists the deliverables of one analysis (reports, codebook, evidence matrix and other outputs) with their status and available formats. Requires an API key with the runs:read scope. Use it after qualitative_get_run shows deliverables as ready, then fetch the content with qualitat…

• qualitative_get_deliverable

  Fetches one deliverable of an analysis. In the formats md, txt and json the text is returned in `content`, up to 200000 characters. Larger files, and csv, xlsx and docx files, are not returned; the result then holds `download_url`, which must be fetched with an HTTP GET carrying…

• qualitative_start_analysis

  Starts a paid, prepaid analysis package from text inputs; the whole quoted price is charged in credits immediately. Call it only after the user approved the quoted price from qualitative_quote_analysis (show price, model and effort first). Requires an API key with the runs:write…

• qualitative_retry_analysis

  Retries the failed work of an analysis at no charge. Use it only when qualitative_get_run shows `retry_available` true (`action_required` retry_or_cancel), and after the user agreed. Requires an API key with the runs:write scope, and the key's owner must own the analysis. On an…

• qualitative_cancel_analysis

  Stops an analysis package for good. Refund rule: if the work failed on our side (`refund_on_cancel` true in qualitative_get_run), the whole package price is refunded to the credit balance; cancelling a healthy or still running package refunds nothing and the charge stays; a comp…

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