A
licenseNot graded
qualityC
maintenanceEnables MCP clients to query and export KoboToolbox field data using natural language, allowing users to ask questions about submissions and export data without manual logins.
34 npm
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