fix: reduce token count of get_account_summaries - #141
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…ics#69) Strip redundant fields (name, parent, property_type) from account and property summaries to cut token usage for agencies with many GA4 accounts. Add an optional `query` parameter for case-insensitive display-name filtering so callers can narrow results without post-processing the full list.
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Summary
Closes #69.
get_account_summariesresponses: removesnamefrom account summaries (just"accountSummaries/ID", redundant withaccount), and removesname,parent, andproperty_typefrom property summaries (parent is implicit from the containing account, property_type is rarely needed, name is redundant withproperty).queryparameter (case-insensitive display-name search) so agencies with hundreds of accounts can filter server-side instead of consuming tokens on the full list.Motivation
For agencies managing many GA4 accounts,
get_account_summariesreturns a large payload with several fields that are either redundant or rarely useful. This inflates token counts unnecessarily when the LLM processes the response. Stripping these fields and adding a search filter directly addresses the issue.Changes
analytics_mcp/tools/admin/info.py: Added_strip_account_summaryhelper andqueryparameter toget_account_summaries; updated docstring.Test plan
get_account_summaries()(no args) returns results withoutname,parent, orproperty_typefieldsget_account_summaries(query="example")filters by display name correctly