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ttpears

GitLab MCP Server

by ttpears

List Projects

get_projects
Read-onlyIdempotent

Retrieve GitLab projects accessible to your user account, with sorting by recency, name, or stars, pagination support, and optional credential authentication.

Instructions

List projects accessible to the user (requires authentication to see private projects)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoGitLab project sort string (e.g., latest_activity_desc, created_desc, name_asc, stars_desc). Defaults to latest_activity_desc for recency.
afterNoCursor for pagination
firstNoNumber of projects to retrieve
fetchAllNoFetch all pages up to 100 results
userCredentialsNoYour GitLab credentials (optional — falls back to the configured env token if not provided)
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint. The description adds a critical behavioral detail: authentication is required to see private projects. This goes beyond what annotations provide, though it does not disclose pagination or other side effects.

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, front-loaded sentence with no filler. Every word adds value, making it highly concise and well-structured.

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 the presence of 5 parameters and no output schema, the description is adequate but minimal. It does not explain return format, pagination behavior, or how fetchAll works, which are relevant for a complete understanding.

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 adds no additional meaning to the parameters beyond what the schema already describes, such as sort options or pagination details.

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 verb 'list', the resource 'projects', and the scope 'accessible to the user', with an important authentication condition. This distinguishes it from sibling tools like get_group_projects (specific group) and search_projects (search-based).

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 usage for listing all accessible projects but does not explicitly state when to use this tool over alternatives like get_group_projects or search_projects. No when-not 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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