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BOZOS

List dataset records added, changed, or removed after a date

datasetChanges
Read-onlyIdempotent

List dataset records added, changed, or removed after a date. Record-level delta for every BOZOS dataset (or the ones named), so a cached copy can be updated without re-downloading. Records include their permalink and, unless records=ids, their current content. Dates have day precision and are strictly after since. Same as GET https://bozos.si/api/v1/changes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sinceYesDate as YYYY-MM-DD; only changes after this date are returned
datasetNoComma-separated dataset resource ids or file names (default: all)
recordsNoids to list changed record ids without their content; full (default) includes each record

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds non-obvious behavior beyond the annotations: records carry a permalink, content is included unless records=ids, and dates have day precision with a strictly-after comparison.

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?

Three tight sentences, front-loaded with the core action and followed by the delta rationale and return-shape caveat. Every sentence adds information and none is redundant.

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

Completeness5/5

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

With no output schema, the description carries the return-shape burden and does so: records include permalink and content (conditionally), filtered strictly after the given date. Combined with full schema coverage and rich annotations, an agent has everything needed to call this correctly.

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 100%, so the baseline is 3, but the description adds real meaning: it clarifies that 'since' is strictly-after at day precision and that the 'records' mode controls whether content is returned at all. This goes beyond the parameter descriptions rather than restating them.

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 states a specific verb and resource ('List dataset records added, changed, or removed after a date') and immediately clarifies scope as a record-level delta across every dataset or the ones named. An agent can distinguish this from any sibling without opening the schema, aided by the explicit REST equivalent.

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?

It gives a clear use case ('so a cached copy can be updated without re-downloading'), which tells the agent when this tool is the right choice. It does not name a when-not condition or an alternative sibling, but no other sibling covers dataset deltas, so the guidance is contextually sufficient.

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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