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SaaS Pro Max

Get analytics overview

get_analytics_overview
Read-onlyIdempotent

Headline web analytics for a range: visitors, pageviews, sessions, bounce rate, average session duration and goal conversions, each with the equivalent previous window and a percentage delta.

Input Schema

NameRequiredDescriptionDefault
appYesApplication id, or orgSlug/appSlug as returned by list_apps
rangeNoTime range: 24h, 7d, 30d, 90d, 12m, or custom:YYYY-MM-DD..YYYY-MM-DD. Defaults to 7d.
filtersNoNarrow the read to exact values, as "dimension:value" pairs, e.g. ["country:DE", "source:google"]. Dimensions are the ones get_breakdown accepts and the first colon ends the dimension. Filters are combined with AND, cover at most the last 90 days, and the answer carries capped: true when the range had to be shortened.
environmentNoEnvironment slug: production, staging or development. Defaults to production.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint, so the safety profile is fully covered. The description's only added behavioral detail is that each metric carries a previous-window equivalent and percentage delta, which is useful output context but not rich operational transparency.

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

Conciseness5/5

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

A single dense sentence that front-loads the resource and enumerates the returned metrics with zero filler. Every clause carries information an agent can use.

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

Completeness4/5

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

With no output schema and a read-only tool, the description usefully lists the returned metrics and the comparison/delta structure, and the schema fully covers input parameters. What remains missing is the routing/alternative guidance needed to distinguish it from the many sibling analytics tools.

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

Parameters3/5

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

Schema description coverage is 100%, so all four parameters (app, range, filters, environment) are fully documented in the schema, including range syntax and filter semantics. The description adds nothing beyond 'for a range', so baseline 3 is appropriate.

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

Purpose4/5

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

States a specific verb+resource ('Headline web analytics for a range') and enumerates exactly which metrics are returned, so an agent knows what it gets. However, it never names or contrasts the obvious siblings (get_breakdown, get_timeseries, get_metric_series, get_revenue_overview); 'headline' implies a summary but the differentiation is left to inference.

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

Usage Guidelines3/5

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

Usage is implied by the word 'Headline', suggesting a top-level summary rather than a per-dimension or time-series drill-down, but no explicit when-to-use or when-to-prefer-alternatives guidance is given. An agent must infer the boundary with get_timeseries/get_breakdown on its own.

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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