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analytics_breakdown

Read-only

Top property values ranked by count (pages, referrers, UTM sources, etc.) Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
daysNoLookback window in days
eventNoFilter by event name (e.g. page_view)
limitNoMax results
projectYesProject name
propertyNoProperty key to group by (e.g. path, referrer, utm_source)path

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds useful context about the anonymous-preview data restriction, but says nothing about result ordering, truncation, or aggregation behavior beyond the one-line ranking note.

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?

Two compact sentences with the core purpose front-loaded and the environment limitation second. No wasted prose, though the parenthetical example list is slightly redundant with the schema's property description.

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

Completeness3/5

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

For a read-only aggregation tool with no output schema, the description conveys what is returned well enough to call it safely, and the anonymous-preview caveat is important. It is nevertheless thin on return shape and ranking/pagination behavior for a tool whose whole value is the ranking output.

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 five parameters (days, event, limit, project, property) are already documented with types, ranges, and defaults. The description's example property keys (pages, referrers, UTM sources) loosely map to the 'property' param but add no syntax or semantics beyond the schema.

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: it returns top property values ranked by count, with concrete examples (pages, referrers, UTM sources). It is clear what the tool computes, though it does not explicitly distinguish itself from overlapping siblings like analytics_pages or properties.

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?

Adds a real usage condition: anonymous preview is restricted to synthetic read-only data and sign-in is required for real projects. However, it offers no guidance on when to prefer this over analytics_pages, analytics_paths, or properties, so selection among siblings is left to inference.

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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