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Friction

Get a product summary

get_product_summary
Read-onlyIdempotent

What users of one product struggle with: counts, the main problem areas, and the free-preview items per category (pain points, feature requests, workarounds, switching reasons) with their source links, plus the page and pricing links for the full list.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productYesProduct slug, name or domain, for example grafana.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds genuinely useful context beyond that: the result is a 'free-preview' subset with source links plus page/pricing links for the full list, which signals partial/limited output rather than a complete dataset.

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 with the core purpose front-loaded and the parenthetical enumerations kept tight. No filler or restatement of the title.

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?

There is no output schema, so the description must describe the return payload, and it does so thoroughly (counts, categories, source links, full-list links). The only gap is behavior for missing/invalid products and the exact scope of the 'free preview' limit.

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?

With one parameter at 100% schema description coverage (slug, name or domain, e.g. 'grafana'), the schema already carries the semantics. The description adds nothing about the product argument (e.g. matching behavior or unknown-slug handling), so the baseline 3 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 uses a clear verb+resource framing and specifies exactly what the summary contains (counts, problem areas, per-category free-preview items, links). It is easy to distinguish in substance from list_products/search_items, but it never explicitly names or contrasts those siblings, so it falls 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 Guidelines2/5

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

There is no when-to-use statement, no prerequisites, and no reference to alternatives. The content list implies the tool is for retrieving an aggregated per-product view, but the agent is left to infer that against list_products and search_items 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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