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ttpears

GitLab MCP Server

by ttpears

Search Users

search_users
Read-onlyIdempotent

Search for GitLab users by username or name to locate team members or contributors.

Instructions

Search for GitLab users by username or name - useful for finding team members or contributors

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
searchTermYesSearch term to find users by username or name
firstNoNumber of users 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)
Behavior2/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false, but the description does not add any behavioral context beyond restating the search action. It fails to mention that this is a read-only, non-destructive operation, which would be useful.

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?

The description is a single, well-structured sentence that front-loads the core purpose. No redundant information.

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?

While the description covers the basic purpose, it lacks details about return value structure, pagination behavior, or rate limits. Given no output schema, the agent might need more context.

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%, so baseline is 3. The description only reiterates the searchTerm parameter semantics without adding new details. It does not explain the pagination parameters or the userCredentials fallback behavior.

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 clearly states the action (search) and resource (GitLab users), and distinguishes it from sibling tools that search other entities like issues or groups. The use case 'finding team members or contributors' adds practical context.

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 like get_current_user or list_group_members. The description does not mention exclusions or prerequisites.

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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