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Norwegian dental market statistics

tannlege_stats
Read-onlyIdempotent

Fetch aggregated statistics for the Norwegian dental market from finn-tannlege.com. Returns total clinic count, per-county breakdown (per fylke), Helfo count, chain-member count, emergency-duty (akuttvakt) count, and specialist-clinic count. Example question: 'how many dental clinics are there in Norway?'.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds behavioral details beyond annotations, such as the source website (finn-tannlege.com) and the specific statistics returned (total clinics, per-county breakdown, etc.), which is useful context.

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?

The description is two sentences: the first states the purpose and source, the second lists the returned statistics. Every sentence adds value, no wasted words.

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

Completeness5/5

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

Given no output schema, the description enumerates all return fields (total clinic count, per-county breakdown, Helfo count, chain-member count, emergency-duty count, specialist-clinic count). This is complete for a simple statistics tool.

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

Parameters4/5

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

The tool has zero parameters, so baseline is 4. The description does not need to explain parameters, and it correctly implies no input is needed.

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?

The description clearly states it fetches aggregated statistics for the Norwegian dental market, listing specific counts (total clinics, per-county breakdown, Helfo count, etc.). It differentiates from siblings like tannlege_search (search) and tannlege_akutt (emergency) by being a stats aggregator.

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

Usage Guidelines4/5

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

The description provides an example question ('how many dental clinics are there in Norway?') implying when to use the tool. While it does not explicitly state when not to use or name alternatives, the sibling tools list provides context, and the purpose is clear enough for an AI agent.

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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