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BotOrNot

get_changes

Read-only

Recent change events: new regulator cases, new state scam-tracker reports, bot shutdowns, report-card changes and keyword-matched SEC/CFTC releases. Optionally filter by bot slug.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
botNo
limitNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds genuine value by enumerating the event categories returned and implying recency ordering ('Recent'), but says nothing about result count behavior, ordering guarantees, or how the feed is assembled.

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 sentences, front-loaded with the returned content and closed with the optional filter. Every clause conveys a distinct event category; nothing is wasted or redundant.

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

Completeness3/5

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

For a read-only feed with no output schema and 0% schema coverage, the description covers what is returned reasonably well but omits result ordering, pagination/limit behavior, and the shape of a change event. It is adequate but leaves gaps an agent would have to discover empirically.

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 0%, so the description must compensate. It does clarify that `bot` is a slug and that filtering by it is optional, which is real added meaning, but it says nothing about `limit` (default 20, max 100) beyond what the JSON schema keywords already convey.

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 names a specific resource and enumerates the exact event types returned (regulator cases, scam-tracker reports, bot shutdowns, report-card changes, SEC/CFTC releases), so an agent knows precisely what data this yields. It does not, however, contrast itself against point-lookup siblings like get_report_card or search_scams, which cover overlapping subject matter.

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 only usage cue is 'Optionally filter by bot slug,' which describes a parameter rather than when to choose this tool over alternatives. There is no guidance on when a changes feed is preferable to check_bot, get_report_card, or search_scams.

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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