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Big Data Insights for Regional Inflow in Korea

find_unusual_regions

한 주에 전국 시군구 중 관외 유입이 평소와 가장 크게 달랐던 곳을 '평소 출렁임의 몇 배' 순으로 돌려준다. '이번 주 어디가 튀었나', '전국에서 사람이 갑자기 몰린 곳' 같은 질문에 쓸 것. 직접 여러 지역을 조회해 순위를 만들지 말 것.

- week를 비우면 가장 최근 주차. 형식 'YYYY.MM.N주차'. top은 늘어난 곳·줄어든 곳 각각 몇 곳(최대 30).
- 순위는 퍼센트가 아니라 평소 출렁임의 배수다. 원인은 정하지 않는다.
- 연휴 주에는 전국이 함께 움직여 판정이 흔들린다(결과의 '주의').

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "find_unusual_regions"
  }
}

Input Schema

NameRequiredDescriptionDefault
topNo
weekNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.6/5.0
Behavior4/5

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

With no annotations, the description carries the full burden, and it discloses real behavioral traits: the ranking is a multiple of the usual variation rather than a percentage, causes are deliberately not inferred, holiday weeks distort the verdict and the result carries a '주의' note, and each direction is capped at 30. It doesn't describe the response shape or region identifiers, which keeps it short of a 5.

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?

It is front-loaded: the core behavior comes first, then when to use it, then compact bullets for parameters and caveats. Every line carries distinct information, with no restatement of the name or filler.

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 two-parameter analytical query with no annotations and no output schema, the description covers purpose, usage, parameter semantics, and key caveats. Since there is no output schema, it should say more about what comes back (fields per region, how the '주의' flag appears), which is its main remaining gap.

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?

Schema coverage is 0%, so the description must explain both parameters, and it largely does: `week` defaults to the most recent week and uses the format 'YYYY.MM.N주차'; `top` is the count for each of the increased and decreased lists, capped at 30. The interaction between `top` and the truncation at 30, and what happens to ranking when few regions qualify, is left implicit.

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 gives a specific verb and resource ('returns the cities/counties/districts whose out-of-region inflow deviated most from usual'), and it defines the ranking metric ('multiple of usual fluctuation'). It also differentiates the tool from the manual alternative by telling the agent not to query many regions itself to build a ranking.

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

Usage Guidelines5/5

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

The description names the exact question shapes this tool answers ('where was unusual this week', 'where did people suddenly flock nationwide') and states an explicit anti-pattern ('don't query multiple regions yourself and rank them'). The only thing missing is a named sibling for the per-region case, but the usage condition is unambiguous.

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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