looker-studio-mcp
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TDQS
Scored across 11 tools
Each tool targets a distinct resource+action: BigQuery querying (run_query, list_datasets, list_tables, describe_table) versus Looker Studio browsing (list_reports, list_report_pages, list_components, describe_component, screenshot_report), plus auth and link building. The parallel list/describe hierarchies are clearly separated by domain and no two tools overlap in purpose.
All names use a consistent snake_case verb_noun pattern (list_reports, describe_component, run_query, build_report_link, check_auth). There are no mixed conventions or vague verbs, making the naming highly predictable.
11 tools is well within the ideal range and each earns its place: reading BigQuery, reading reports/pages/components, auth checks, and link building. Nothing feels redundant or padded.
The surface is read-only yet descriptions reference editing operations that do not exist: describe_component tells you to learn the labels 'update_component' accepts, list_components says 'other component tools take' indexes, and screenshot_report is 'to check charts after editing'. Agents will hit dead ends because the referenced write/edit tools (e.g. update_component, add_component) are absent.