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@godrix/mcp-gitlab-utils

by godrix

Search GitLab projects

gitlab_search_projects
Read-only

Find GitLab projects accessible with your token using name or path search, optionally limiting to your own memberships.

Instructions

Lists projects accessible by the token, with optional name or path filter.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
searchNoSearch term (name or path).
per_pageNo
membershipNoWhen true, only projects where the user is a member.
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds that projects are accessible by the token, but does not disclose pagination behavior, effects of omitting search, or default membership. Adds moderate context beyond 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?

Single sentence that immediately states the action and scope. No unnecessary words. Front-loaded and efficient.

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?

The description omits default values for membership and per_page, pagination behavior, and return format. For a simple list tool, it covers the core but misses details that aid full 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?

The description's 'optional name or path filter' redundantly echoes the search parameter description. It adds no meaning for membership or per_page beyond the schema. With 67% schema coverage, baseline is 3.

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 specifies the tool lists projects accessible by the token with an optional name or path filter. It uses a specific verb ('Lists') and resource ('projects'), and no sibling tool shares this exact function.

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?

No explicit when-to-use or alternatives are provided. The description implies use for searching projects by name/path, but does not contrast with siblings like gitlab_get_file or gitlab_manage_merge_requests. Usage is implied but not guided.

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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