A
licenseNot graded
qualityB
maintenanceEnables AI assistants to create, manage, and analyze Google Forms with all question types, sections, quiz mode, and Google Drive/Sheets integration.
11
MIT
kobotoolbox-mcp-server
by OuattaraTech
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TDQS
A4.1/5.0
Scored across 27 tools
Disambiguation5/5
Every tool targets a distinct resource+action, with cross-references clarifying adjacent purposes. kobo_list_submissions, kobo_get_data_sample, and kobo_export_submissions_excel are clearly separated as raw paged, cleaned sample, and file export; kobo_patch_form vs kobo_update_form explicitly explain targeted vs full replacement. No two tools could reasonably be confused.
Naming Consistency4/5
The overwhelming majority follow kobo_<verb>_<object> (kobo_create_form, kobo_list_submissions, kobo_delete_submissions). Minor deviations exist: kobo_form_versions is a noun phrase, and kobo_analyze, kobo_crosstab, kobo_doctor lack the standard verb+object structure. These are still readable and predictable within the overall convention.
Tool Count2/5
At 27 tools, the server lands in the 'too many' band, especially since it bundles three distinct domains: form design/deployment, submission management, and analysis/reporting. While each tool has a distinct role, the surface is heavy for agent selection and would benefit from splitting into focused form, data, and reporting servers.
Completeness4/5
The surface covers the full form lifecycle (create/read/update/patch/deploy/archive/clone/import/delete/versions), submission workflows (list/get/submit/validate/delete/attachments/export), and analysis (load/analyze/crosstab/data sample/report). Minor gaps include no way to update a form's name/description after creation and no submission answer editing beyond validation status, but these are generally workable around.
Maintenance
ActivityMaintained
ResponsivenessNo issues