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ttpears

GitLab MCP Server

by ttpears

Search Groups

search_groups
Read-onlyIdempotent

Search GitLab groups and organizations by name or path. Retrieve paginated results and control the number of groups fetched.

Instructions

Search for GitLab groups and organizations

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
searchTermYesSearch term to find groups by name or path
firstNoNumber of groups to retrieve
afterNoCursor for pagination
fetchAllNoFetch all pages up to 100 results
userCredentialsNoYour GitLab credentials (optional — falls back to the configured env token if not provided)
Behavior3/5

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

Annotations already indicate readOnlyHint=true, destructiveHint=false, and idempotentHint=true. The description adds no behavior details beyond the name, such as pagination or filtering, but does not contradict annotations.

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?

The description is a single concise sentence that is front-loaded with the verb 'Search'. It is not verbose, but could include more context without significant length increase.

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?

The description is too minimal for the tool's complexity. It does not mention pagination, credential fallback, or expected return values. The schema covers some gaps, but the description leaves significant context to be inferred.

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 coverage is 100% with detailed parameter descriptions. The description does not add extra meaning beyond the schema, so baseline 3 is appropriate.

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 'Search for GitLab groups and organizations' clearly states the action and target resource. It differentiates the tool from sibling tools like search_projects and search_users.

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 description provides no guidance on when to use this tool over alternatives such as list_group_members or get_group_projects. No exclusions or context are given.

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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