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VladyslavMykhailyshyn

Prozorro MCP Server

search_tenders

Search Ukrainian government tenders by organization code, legal name, or date range to find procurement opportunities and track public spending.

Instructions

Search for government tenders by EDRPOUCode code, legal name, or date range.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
EDRPOUCodeNoThe unique EDRPOUCode identifier code of the procuring entity (e.g., '01976387').
legalNameNoA substring of the legal name to search for (case-insensitive).
dateFromNoFilter tenders starting on or after this date (ISO 8601, e.g., '2023-01-01').
dateToNoFilter tenders ending on or before this date (ISO 8601).
limitNoMax number of records to return. Requests >100 will default to 100.
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It mentions search functionality but fails to describe key behaviors like pagination, rate limits, error handling, or response format. This leaves significant gaps for a tool with 5 parameters and no output schema.

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 a single, efficient sentence that front-loads the core purpose without unnecessary details. It is appropriately sized for a search tool, though it could be slightly more structured by explicitly mentioning optional parameters or result handling.

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

Completeness2/5

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

Given the complexity of a search tool with 5 parameters, no annotations, and no output schema, the description is insufficient. It lacks details on behavioral traits, result format, limitations, or error conditions, making it incomplete for effective agent use without additional context.

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?

The description lists the search criteria (EDRPOUCode, legal name, date range), which aligns with some parameters in the schema. However, with 100% schema description coverage, the schema already documents all parameters thoroughly, so the description adds minimal value beyond restating what is in the schema.

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 clearly states the verb 'search' and the resource 'government tenders', specifying search criteria (EDRPOUCode, legal name, date range). It is specific and actionable, but since there are no sibling tools, it cannot differentiate from alternatives, preventing a score of 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?

The description provides no guidance on when to use this tool versus other methods or tools, such as for filtering or sorting options. It lists search parameters but lacks context on prerequisites, exclusions, or alternative approaches, offering minimal usage direction.

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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