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Recent Changes

politics_changes
Read-onlyIdempotent

Get recent changes detected across all politicians: sentences added to or removed from their pages, and pages that changed HTTP status. Each change names the archived records it compares. Topics say what a sentence mentions, never what stance it takes.

Input Schema

NameRequiredDescriptionDefault
limitNo
sinceNoISO date to filter changes after (e.g. 2026-05-01)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the bar is lower, and the description still adds real content: it discloses what a change record contains, that each change names the archived records it compares, and it pre-empts a likely misreading by stating topics describe mentions, not stance. It does not state ordering (newest-first?) or result-size behavior, which matters for a 'recent changes' feed.

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?

Three short sentences, front-loaded with the core purpose, then return-content detail, then a disambiguation note. Every sentence carries information; the closing topics sentence is slightly tangential but earns its place by preventing a stance-related misinterpretation.

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 does the work of describing returns: sentence diffs, HTTP status changes, referenced archived records, and topic semantics. What is missing is ordering/pagination behavior and any indication of volume — minor for a read-only feed but not nothing.

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

Parameters2/5

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

Schema coverage is only 50%: `since` is documented in the schema, but `limit` (default 50) has no description anywhere. The description never mentions either parameter, so it does not compensate for the gap — an agent gets no guidance on pagination, max limit, or how `since` interacts with the feed.

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?

Specific verb+resource ('Get recent changes detected across all politicians') with the change types enumerated: sentence additions/removals and HTTP status changes. It clearly is not a search or a per-politician lookup, though it never names a sibling (e.g. politics_timeline or politics_provenance) that an agent might confuse it with.

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

Usage Guidelines3/5

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

Usage is implied by 'recent changes across all politicians' — an agent can infer this is a global changelog feed rather than a targeted query. But there is no explicit when-to-use, no when-not, and no pointer to the closest siblings (politics_timeline, politics_provenance, politics_search) that could serve overlapping needs.

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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