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Qualtrics MCP Server

Qualtrics MCP Server

by yrvelez
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 112 tools

    Disambiguation5/5

    Each tool targets a specific resource or action with clear descriptions. Overlapping tools like 'export_responses' and 'export_responses_filtered' are explicitly differentiated by filtering capabilities. The helpers (e.g., 'add_multiple_choice_question') are clearly documented as simplified wrappers, so an agent can easily distinguish them.

    Naming Consistency5/5

    Tool names consistently follow a verb_noun snake_case pattern (e.g., list_surveys, create_survey, delete_question). Exceptions like 'add_embedded_data' and 'piped_text_reference' are still systematic within their context. The naming is highly predictable.

    Tool Count2/5

    At 112 tools, the number is extremely high for typical MCP usage. While the server aims to cover a broad API, such a large surface can overwhelm agents and lead to selection difficulty. Most tools earn their place for the domain, but the count exceeds even the 'too many' threshold of 25+.

    Completeness5/5

    The tool set covers nearly every aspect of the Qualtrics API: CRUD for surveys, questions, blocks, flows, responses, distributions, contacts, quotas, libraries, and more. It includes import/export, translation, and an escape hatch ('qualtrics_api_request') for any missing endpoints, ensuring no dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessUsually handled

    Resources