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DevquasarX9

gitlab-mcp-server

by DevquasarX9

Find Security Related Issues

gitlab_find_security_related_issues
Read-onlyIdempotent

Search GitLab issues by keywords to identify potential security vulnerabilities and bugs in titles and descriptions.

Instructions

Find potentially security-related issues using simple keyword search heuristics over titles and descriptions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
keywordsNo
project_idYes
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint. The description adds 'simple keyword search heuristics' but doesn't elaborate on specifics or limitations. No contradiction.

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, concise, front-loaded with the core purpose. No unnecessary text.

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 leaves gaps: no indication of return format, pagination, or the scope of keyword heuristics. For a search tool, more detail would be beneficial, but annotations cover safety aspects.

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?

Schema description coverage is 0%, and the description only implies that 'keywords' are used for search over titles/descriptions. It does not explain project_id or provide format/constraints for keywords.

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 'Find potentially security-related issues using simple keyword search heuristics over titles and descriptions.' This specifies the action, resource, and method, distinguishing it from siblings like general issue search or listing.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives like gitlab_search_issues or gitlab_list_issues. It does not mention scenarios where keyword heuristics are preferred.

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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