com.surveysai/open-end

up checked 2026-11-12T10:39:07.234Z

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Publisher-provided title

Open-End Response Analyser – coding of open-ended survey answers

Publisher-provided description

Code open-ended survey responses: AI code frame (L1-L3), categorization, results and exports.

Summary by lookupd

Lets an agent import open-ended survey responses, run AI coding into a category hierarchy, and read results and pricing.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http open-end https://mcp.open-end.surveysai.com/mcp

Codex, remote (streamable-http)

codex mcp add open-end --url https://mcp.open-end.surveysai.com/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "open-end": {
      "url": "https://mcp.open-end.surveysai.com/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (11 tools)

Publisher-provided text

• open_end_get_capabilities Describes Open-End Response Analyser: AI coding of open-ended survey responses into a three-level category hierarchy (L1-L3, a code frame), assignment of every
• open_end_get_pricing Returns the credit price list (1 credit = 1 valid response, charged once per project) and, with 'responses', how many credits an analysis of that many responses
• open_end_get_account Returns the signed-in Open-End account (username, e-mail), its credit balance (balance, reserved by running analyses, available) and the scopes of the credentia
• open_end_list_projects Lists the analysis projects the user already has (id, name, response count, whether credits were charged), newest first. Use it to find a project id when the us
• open_end_get_project Returns one project: research question, dataset (response counts), category hierarchies and the latest runs with their status. Use it to check what has already
• open_end_estimate_analysis Returns the credits the analysis of a project's responses will cost, whether credits were already charged, the user's available balance and the model and effort
• open_end_get_run Polls an analysis run started by open_end_start_run: status (pending, running, completed, failed), progress, stalled flag, error code and, when completed, the h
• open_end_get_results Returns the finished code frame of a project: the L1-L3 category tree with descriptions, examples and how many responses fall into each category, plus summary c
• open_end_create_project Creates an empty analysis project with a name and optionally the research question and context that guide the coding, and the output language of category names.
• open_end_add_responses Imports the open-ended responses (free-text answers or comments) of a project as JSON rows {id, text} (max 2000 rows per project via MCP, max 5000 characters ea
• open_end_start_run Starts an AI analysis job that finds the themes in the responses. type='hierarchy' builds the L1-L3 category hierarchy and CHARGES CREDITS (1 per valid response

Changes

Newest first, as lookupd saw them

• 2026-11-12: tool added: open_end_get_account
• 2026-11-11: version 1.0.0 → 1.0.1

Details

• Version: 1.0.1
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 181 ms
• First indexed: 2026-11-10T09:17:25.831Z
• Last seen in registry: 2026-11-11T15:17:15.081Z
• Website: https://open-end.surveysai.com/

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