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analytics-summary

Read-only

Get the analytics summary

Get the totals of the project for a time window: requests, flags, flag rate, allowed, rejected and sent to review, with the window before for the trend. Also the review queue backlog and a flag-rate spike, if there is one.

Input Schema

NameRequiredDescriptionDefault
requestNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so safety is covered. The description adds genuinely useful behavioral context beyond that: results come with the prior window for trend comparison, plus review-queue backlog and an optional flag-rate spike. It stops there – nothing about permissions, what happens with a project key vs organization key, or behavior of the default window vs explicit values.

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?

The first line merely restates the title, but the two following sentences are dense and front-load the important information (what the totals are, then the trend and extras). No filler beyond the redundant opening line.

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?

With no output schema, the description does a decent job describing the returned shape (totals, trend, backlog, spike). However it leaves the nested `request` object and the `channel` parameter wholly unexplained, and gives no hint about the default 30-day window or how project scoping errors surface, so an agent could call it with an invalid channel or wrapper without warning.

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

Parameters2/5

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

Schema description coverage is reported at 0%, and the description mentions no parameter at all – not the nested `request` wrapper, not `channel` (which has no description anywhere), and not the range/channel/projectId options. The schema itself does describe `range` and `projectId`, so the agent is not fully blind, but for a nested-object parameter the description should at minimum explain the wrapper and the undocumented `channel` field.

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 names the resource (project analytics summary) and enumerates the specific metrics returned: requests, flags, flag rate, allowed, rejected, sent to review, plus backlog and spike detection. That tells an agent this is the aggregate/totals view, implicitly distinct from the breakdown siblings (analytics-authors, analytics-channels, analytics-policies). It never names a sibling explicitly, so it stops short of a 5.

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 only implied by the content list – an agent can infer this is the high-level totals tool versus the per-dimension analytics tools, but there is no explicit 'use this when you want X, use analytics-policies when you want Y' guidance and no preconditions stated. No alternatives are named.

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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