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Prozorro Sale Changes

prozorro_sale_changes
Read-onlyIdempotent

Incremental feed of Prozorro.Sale procedures modified on/after a timestamp, oldest first — the upstream change feed. Returns summaries plus next_since to continue from. Use to track new auctions, status changes and results since a point in time.

Input Schema

NameRequiredDescriptionDefault
limitNoRecords to return, 1-100 (default 25).
sinceYesISO date or datetime, e.g. "2026-10-01" or "2026-10-01T12:00:00".

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, openWorld and non-destructive, so the safety profile is covered. The description adds genuinely useful behavior beyond that: it's incremental and ordered 'oldest first,' and it exposes a 'next_since' continuation token, which tells the agent how to page. No rate-limit or freshness caveats, so not a full 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?

Two tight sentences, front-loaded with the core identity and scope, followed by return shape and use case. Every clause carries information; nothing is redundant.

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?

With no output schema, the description usefully discloses that summaries plus a next_since cursor are returned, which is what an agent needs to chain calls. It's nearly complete for a low-complexity 2-param feed, though it omits any note on ordering guarantees across the cursor boundary or result-count limits beyond the schema's own.

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 100%, so the schema already documents both parameters, establishing a baseline of 3. The description reinforces the 'since' semantics ('modified on/after a timestamp,' oldest first) and the continuation flow, but adds no syntax or format details the schema lacks.

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?

States a specific verb+resource ('Incremental feed of Prozorro.Sale procedures modified on/after a timestamp, oldest first') and labels itself 'the upstream change feed,' which cleanly separates it from the point-in-time siblings prozorro_sale_search/procedure/asset. It stops short of naming those siblings explicitly, so it doesn't reach the full differentiating bar 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 Guidelines4/5

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

Gives a clear use case: 'track new auctions, status changes and results since a point in time.' That's actionable context for picking this over a static lookup, but it offers no explicit when-not guidance or names the alternative tools to use for one-off or filtered queries.

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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