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DevquasarX9

gitlab-mcp-server

by DevquasarX9

Search GitLab

gitlab_search
Read-onlyIdempotent

Search GitLab globally or within a specific project or group. Find issues, merge requests, code, users, and more using filters for scope, type, and state.

Instructions

Search across GitLab globally or within one allowed project or group. Provide either project_id, group_id, or neither for global search; global search is disabled when project/group scope controls are configured.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
sortNo
typeNo
scopeYes
stateNo
fieldsNo
searchYes
group_idNo
order_byNo
per_pageNo
project_idNo
search_typeNo
confidentialNo
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint. Description adds a behavioral constraint about global search being disabled under certain controls. No contradictions.

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?

Two sentences, front-loaded with main purpose, no extraneous text. Extremely concise.

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?

Tool has 13 parameters and no output schema. Description fails to cover pagination, filtering, search types, return format, or how to construct queries. Leaves significant gaps for an AI agent.

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

Parameters2/5

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

With 0% schema description coverage, description should explain parameters. It only mentions project_id and group_id, ignoring 11 other parameters like scope, search, type, sort, etc. Minimal added value.

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 searches across GitLab globally or within a project/group. It distinguishes from sibling tools like gitlab_search_projects by being the general search tool.

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?

Provides guidance on when to use project_id/group_id vs neither, and warns about global search being disabled. Does not explicitly mention alternatives for more specific searches.

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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