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Alosies

GitLab MCP Server

by Alosies

update_mr_labels

Add or remove labels from a merge request without updating other fields. Simplifies label-only changes by accepting labels to add and remove directly.

Instructions

Add or remove labels from a merge request. More convenient than update_merge_request for label-only changes.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
add_labelsNoLabels to add to the merge request
project_idYesProject ID or path
remove_labelsNoLabels to remove from the merge request
merge_request_iidYesMerge request internal ID
Behavior2/5

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

No annotations are provided, so the description must fully convey behavioral traits. It states it modifies labels but does not disclose idempotency, error behavior for nonexistent labels, or required scopes/permissions.

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 two sentences, no redundant words. It front-loads the action and adds a comparative advantage, making it effective.

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 label update tool, the description covers the essentials. However, given no output schema and no annotations, it could provide more context on return values, errors, or behavior when labels are already present.

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?

The input schema has 100% description coverage, so the schema already explains each parameter. The description adds no extra meaning beyond what the schema provides.

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 ('Add or remove labels') and the resource ('merge request'). It also distinguishes itself from the sibling tool 'update_merge_request' by noting it's more convenient for label-only changes.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly advises using this tool over update_merge_request when only labels need changing, providing clear context. However, it lacks explicit when-not-to-use or prerequisite conditions.

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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