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Wincher MCP by usefulapi

List keyword groups

wincher_list_groups
Read-only

List the keyword groups of a website: id, name, keyword_ids, average difficulty, search-intent counts and optionally ranking summaries. GET /websites/{website_id}/groups.

Input Schema

NameRequiredDescriptionDefault
endNoEnd of the period (date or ISO date-time, UTC).
limitNoResults per page, 1-100 (default 25).
startNoStart of the period (date or ISO date-time, UTC).
offsetNoSkip this many results (default 0). Pass the previous reply's next_offset.
order_byNoField to order by; prefix with '-' for descending, e.g. 'keyword' or '-created_at'.
segment_idNoFilter by a saved or temporary segment id (see wincher_list_segments).
website_idYesWincher website id (from wincher_list_websites).
include_rankingNoInclude ranking data (slower and larger). Default false.
include_serp_featuresNoInclude serp_features in the ranking data. Default true; false makes replies much smaller and faster.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description adds the notable detail that ranking summaries are optional (a cost/behavior tradeoff), but doesn't disclose pagination, rate limits, or result size.

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?

One dense sentence listing returned fields plus the endpoint path; front-loaded and waste-free. The field enumeration is slightly list-heavy but earns its place.

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 list tool with a fully documented schema, the description is adequate but thin: no pagination or filtering behavior is explained and there is no output schema, so consumers must infer the shape of ranking summaries and group objects.

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 all nine parameters including defaults, ranges, and the order_by syntax. The description only hints at optional ranking summaries, adding little beyond the schema.

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 ('List the keyword groups of a website') and enumerates the returned fields, plus the exact endpoint. It is clearly distinguishable from wincher_get_group (single group), but doesn't contrast with wincher_list_keywords or wincher_list_segments beyond the resource name.

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?

No when-to-use guidance, no mention of how it differs from wincher_get_group, wincher_create_group, or the sibling list tools. The only routing hint is the mention of wincher_list_segments inside the schema, not the description.

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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