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VladyslavMykhailyshyn

opendata-ua-mcp

find_datasets

Search Ukraine's open data portal by topic to find relevant datasets, with filters for category, organization, and format.

Instructions

Знайти датасети на data.gov.ua за темою. Повертає компактний ранжований список кандидатів (назва, розпорядник, формати, свіжість, посилання) + підказки для звуження пошуку (топ розпорядники/категорії/формати). Використовуй це для будь-якого «знайди дані про …».

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryNoТема або ключові слова (напр. «закупівлі громади 2024»)
categoryNoSlug тематичної категорії (напр. 'ekolohiia')
organizationNoSlug розпорядника
formatNoФормат файлу: CSV, JSON, XLSX, …
tagsNo
limitNo
offsetNo
sortNorelevance
Behavior4/5

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

No annotations are provided, so the description carries the full burden. It discloses that the tool returns a compact ranked list with title, manager, formats, freshness, link, and search-narrowing hints, which is transparent for a search tool.

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 description is concise with one main sentence and additional detail, front-loading the primary purpose. It is well-structured but could be slightly more structured for clarity.

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 an 8-parameter search tool with no output schema or annotations, the description explains the return format and hints. It lacks details on pagination or sorting but is otherwise complete for typical search usage.

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 high (87.5%), so the schema already documents most parameters. The description adds context about search narrowing hints but does not significantly enhance parameter understanding beyond the schema.

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 the tool finds datasets on data.gov.ua by topic, specifies the return format (ranked list with details and hints), and distinguishes it from siblings by instructing to use it for any 'find data about' query.

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 explicitly says to use this for any 'find data about' query, providing clear context. It does not explicitly mention when not to use it, but the purpose is well-defined enough to infer appropriate use.

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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