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DevquasarX9

gitlab-mcp-server

by DevquasarX9

Search Groups

gitlab_search_groups
Read-onlyIdempotent

Search GitLab groups by name or path to find relevant groups quickly.

Instructions

Search GitLab groups by name or path.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
searchYes
per_pageNo
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive. The description adds search criteria context but does not disclose pagination behavior, sorting, or output format. Acceptable given annotation coverage.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence is concise, but overly brief given the lack of parameter details and usage guidance. Not wasteful but insufficient.

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

Completeness2/5

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

No output schema exists, but description does not mention what the tool returns (list of groups). Lacks context on pagination, sorting, and result scope. Incomplete for a search tool.

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 description coverage is 0%. The description only explains the 'search' parameter via 'by name or path', but omits 'page' and 'per_page', leaving significant gaps for a search tool with pagination.

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 clearly states the verb 'Search' and resource 'GitLab groups', with qualifiers 'by name or path'. It distinguishes from tools like gitlab_get_group (single group) but does not differentiate from gitlab_search (general search) or gitlab_list_accessible_groups.

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 guidance on when to use this tool versus alternatives such as gitlab_search or gitlab_list_accessible_groups. Missing when-not and context for the agent.

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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