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DevquasarX9

gitlab-mcp-server

by DevquasarX9

List Project Variables

gitlab_list_project_variables
Read-onlyIdempotent

List CI/CD variables for a GitLab project with pagination support. Secret values are redacted by default.

Instructions

List CI/CD variables for a project. Secret values are redacted unless EXPOSE_SECRET_VARIABLE_VALUES=true.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
per_pageNo
project_idYes
Behavior4/5

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

Annotations already indicate readOnly, idempotent, and non-destructive behavior. The description adds a valuable behavioral detail about secret value redaction unless a specific environment variable is set, which is beyond what annotations provide. No contradictions with annotations.

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 extremely concise with two sentences, no fluff, and every word adds value. It is well-structured and front-loaded with the core purpose.

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 simple list tool, the description covers the main function and a special behavior, but it does not mention that the response is a list or provide any details about the output structure. Given the absence of an output schema, the description could be more complete about return format or pagination.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 0% description coverage, and the tool description does not explain any parameters (project_id, page, per_page). Since the description does not compensate for the lack of schema descriptions, the parameter semantics are severely lacking.

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 tool lists CI/CD variables for a project, which distinguishes it from sibling tools that list other resources like issues or merge requests. The specific verb 'List' and resource 'CI/CD variables' make the purpose unambiguous.

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 does not provide explicit guidance on when to use this tool versus alternatives. However, since there are no sibling tools for variables, the usage context is implicitly clear. A score of 3 reflects the lack of explicit usage guidelines.

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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