Skip to main content
Glama

Execute GraphQL Query

gitlab_execute_graphql_query
Read-onlyIdempotent

Run read-only GraphQL queries on GitLab to fetch project, merge request, issue, and pipeline data.

Instructions

Execute read-only GraphQL query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
variablesNo
Behavior3/5

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

Annotations already indicate readOnlyHint=true and destructiveHint=false, and the description confirms read-only behavior. But no additional behavioral traits (e.g., rate limits, authentication, response format) are disclosed 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.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

While the description is short, it is under-specified, lacking essential details about parameters and usage. Conciseness is not an excuse for incompleteness.

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?

For a flexible GraphQL query tool, the description should explain what the query expects and what the output likely contains. No output schema is provided, and the description does not compensate.

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

Parameters1/5

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

Schema description coverage is 0%, and the description provides no information about the 'query' or 'variables' parameters. The agent is left to infer their meaning solely from the schema structure.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action 'Execute' and resource 'GraphQL query', and specifies it's read-only. However, it does not explicitly distinguish from 'gitlab_execute_graphql_mutation', which is a sibling tool for mutations.

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 provided on when to use this tool versus alternatives, such as 'gitlab_execute_graphql_mutation' or other read-only tools. The description lacks context for appropriate usage.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/mcpland/gitlab-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server