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Read-onlyIdempotent

How every site of the user's is doing, or one group's, in one call: each site's pageviews, visits and visitors over a range beside the period before, with each change, the clearest movers first. The answer's caveats are the rules that apply to its figures, such as visitors never adding up across sites: read them before reporting any figure, and pass on those that change what it means. Use it first for any question about more than one site, rather than get_site_summary once a site. It reads the sites list_sites lists, never someone else's public site. The range is given as for get_site_summary, each site's in its own days, the 7 whole days to yesterday by default, and filters narrow every site alike, by any dimension but goal, entry and exit. sort: moved, the default, how clearly each site's visits moved, the change over the square root of both periods' visits, so a small site doubling and a large one moving a tenth both lead; visits, the busiest first; or domain. noise marks a site whose change in visits is too small to read into. change is null where a site has nothing to compare with, and no_change says why; counted says how a site's periods were counted, and basis what that does. totals add pageviews and visits alone. limit, 1 to 200 (50 by default), is how many sites are given, following how many more there are, and nothing_counted the sites with nothing in either period. For why one moved, explain_change; for what is new on it, whats_new.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNoWith from: the last day, as YYYY-MM-DD, not after today.
daysNoThe last this many days, ending today unless ending says yesterday.
fromNoWith to: the first day, as YYYY-MM-DD.
sortNoThe order of the sites, moved by default.
groupNoOnly this group's sites, by its name as list_sites gives it, ignoring case; None for the first. Left out, every site of the user's.
limitNoHow many sites, 50 by default.
rangeNoA preset, as get_site_summary's range says what each covers.
endingNoWith days: the last day, today by default.
filtersNoEach narrows every figure to what has exactly that value, case and all, so google is not Google; all must hold.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.8/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), and the description adds substantial context beyond them: visitors never adding up across sites, change being null when nothing to compare with, no_change explaining why, counted/basis semantics, noise marking unreadable changes, and totals adding only pageviews and visits. These are behavioral traits an agent cannot infer from the schema.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loads the purpose before diving into sort semantics and return-value caveats, and every clause carries information. However, it is one very dense run-on paragraph with some cryptic fragments ('each site's in its own days'), which slightly hampers scanability for a 9-parameter tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description must carry the return-value burden, and it does: movers ordering, noise, change/no_change, counted/basis, totals, limit and nothing_counted. Combined with the usage routing and filter constraints, an agent has everything needed to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema baseline is 3, but the description goes further: it explains the 'moved' sort formula (change over the square root of both periods' visits), the noise flag, the exact filter exclusion set (any dimension but goal, entry and exit), and default limit of 50. It delegates range/from/to/days wording to get_site_summary, leaving those partially external.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (report on), resource (every site / one group) and scope (pageviews, visits, visitors over a range beside the prior period, movers first). It explicitly contrasts with the sibling get_site_summary ('once a site'), so an agent can disambiguate without reading either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives an explicit routing rule: 'Use it first for any question about more than one site, rather than get_site_summary once a site.' It also names the follow-up tools (explain_change for why one moved, whats_new for what is new) and instructs the agent to read the answer's caveats before reporting figures.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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