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ttpears

GitLab MCP Server

by ttpears

Group Members

list_group_members
Read-onlyIdempotent

List all members of a GitLab group and view their access levels. Filter by name or username to find specific members efficiently.

Instructions

List group members with access levels, optionally filtered by search term

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
groupPathYesFull path of the group (e.g., "my-group" or "parent/child-group")
searchNoOptional search term to filter members by name or username
firstNoNumber of members 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 declare readOnlyHint=true, destructiveHint=false, idempotentHint=true, so the description does not need to repeat that. It adds context about access levels and search filtering, but does not disclose pagination behavior beyond what the schema provides.

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?

Single sentence, 12 words, front-loaded with action and resource. No wasted words.

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?

Given 6 parameters, no output schema, and low complexity, the description is adequate but lacks details about return format (e.g., list of objects with username, access_level). The pagination parameters are self-explanatory from the schema.

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 baseline is 3. The description does not add significant meaning beyond the schema, though 'with access levels' hints at the content of results without being a parameter.

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?

Description clearly states 'list group members' with a specific resource (group) and context (access levels, optional search filter). This distinguishes it from sibling tools like search_groups or get_members in other contexts.

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?

The description implies using this tool to list group members, but does not explicitly state when to use it versus alternatives like search_users or get_issues. No exclusions or when-not-to-use guidance is provided.

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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