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Who is on a site now

analytics_realtime
Read-onlyIdempotent

Visitors in the last 5 minutes, and the pages people looked at in the last 30. Free.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "site": "<site>"
    },
    "name": "analytics_realtime"
  }
}

Input Schema

NameRequiredDescriptionDefault
siteYesThe site's domain (e.g. halversoncycle.example) or its site_id.

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, idempotentHint, and destructiveHint false, so the safety profile is covered. The description adds useful data-freshness windows and a pricing note, but does not describe return format, pagination, or authentication requirements.

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?

Two short, front-loaded sentences with no wasted wording. The time windows come first and the pricing note is brief.

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?

For a simple one-parameter read-only tool with rich annotations and no output schema, the description is largely complete: it identifies the data returned and the time windows. It could still mention the required site input or clarify the response shape.

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% and the single site parameter is fully documented in the schema as a domain or site_id. The description does not add parameter semantics beyond what the schema already provides, so the baseline score applies.

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?

The description clearly states the resource and time windows: visitors in the last 5 minutes and pages viewed in the last 30 minutes. It is specific enough to identify a real-time analytics tool, but it does not explicitly differentiate itself from siblings like analytics_stats or analytics_breakdown.

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

Usage Guidelines2/5

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

It implies a real-time use case through the 5-minute and 30-minute windows, but gives no explicit when-to-use guidance and does not name or exclude alternative tools such as analytics_stats for historical reporting.

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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