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outmano_list_competitor_roadmap_changes

Read-onlyIdempotent

List recently detected roadmap changes for the competitors you track (features added, shipped, renamed, or removed), newest first, paginated, with an AI summary and details.

Input Schema

NameRequiredDescriptionDefault
limitNoMax results per page (default 25, max 100)
offsetNoSkip this many results (default 0); use next_offset from the previous page
change_typeNoFilter: one of item_added, item_status_changed, item_shipped, item_removed, item_renamed
significanceNoFilter: one of minor, moderate, major

Output Schema

NameRequiredDescriptionDefault
countYesItems on this page
totalYesTotal matching items
offsetYesItems skipped before this page
changesYes
has_moreYesTrue when another page follows
next_offsetNoPass as offset to fetch the next page; absent on the last page

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive, and closed-world, so the safety profile is covered. The description adds ordering ('newest first') and pagination, plus that each item carries an AI summary and details, but says nothing about auth requirements, rate limits, or retention window of 'recently'.

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?

A single well-formed sentence that front-loads the resource and scope, then appends ordering, pagination, and payload content. No filler or repetition.

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 a full output schema, rich annotations, and 100% parameter coverage, little narrative is required. The description covers what is returned and in what order; only the meaning of 'recently' and the available filters are left unstated.

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 limit, offset, change_type, and significance are fully documented in the schema, and the baseline for that is 3. The description adds no parameter-level meaning, notably omitting that change_type and significance filters exist at all.

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: lists recently detected roadmap changes for tracked competitors, enumerating the change kinds (added, shipped, renamed, removed). This clearly separates it from sibling resources like pricing changes, blog posts, or news mentions, though it never names a sibling explicitly.

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 only implied by the scope phrase 'for the competitors you track' plus 'recently detected'; there is no explicit when-to-use guidance, no statement of when a different tool (e.g. feature matrix or feature gaps) is the better call, and no exclusions.

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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