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Plausible MCP by usefulapi

Realtime visitors

plausible_realtime_visitors
Read-only

Get the number of current visitors on a site (active in the last 5 minutes). Returns a single integer. Plausible: GET /api/v1/stats/realtime/visitors.

Input Schema

NameRequiredDescriptionDefault
site_idYesThe site's domain as registered in Plausible, e.g. "example.com".

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds genuinely useful context beyond that: the 5-minute activity window, the single-integer return shape, and the underlying API endpoint for traceability.

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?

Three short sentences, zero filler, with the purpose and time window front-loaded. Every clause earns its place.

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 one-parameter read tool with no output schema, the description is nearly self-sufficient: it states the return is a single integer, compensating for the missing output schema. Only sibling-oriented usage guidance is absent.

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 the single site_id parameter (domain format) is fully documented in the schema. The description contributes no additional parameter meaning, which is the expected baseline here.

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 and resource ('Get the number of current visitors on a site') plus a precise scope ('active in the last 5 minutes') and return type. An agent can distinguish this from plausible_aggregate or plausible_timeseries without opening any schema.

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?

The 'realtime / last 5 minutes' scope implies when this tool applies, but no explicit alternative is named (e.g., use plausible_aggregate for historical counts). Usage is inferable rather than stated.

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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