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paoloamato2

Keycloak MCP Server

by paoloamato2

list_organizations

Retrieve organizations in a Keycloak realm, with optional search, pagination, and exact match filters to narrow results.

Instructions

List organizations for the realm, optionally filtered by search criteria.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
realmYesRealm name
searchNoSearch string filter
firstNoPagination offset
maxNoMaximum results to return
exactNoExact match for search
Behavior2/5

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

Description does not mention behavioral traits such as read-only nature (no annotations), pagination (though schema has first and max), or response structure. The agent must infer from the name and schema.

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?

A single, well-front-loaded sentence with no wasted words. Every word adds value.

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?

Adequate for a simple list operation given the schema covers params, but lacks output schema and behavioral details. The description does not explain return format or pagination behavior, leaving gaps.

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 coverage is 100%, so the schema already explains each parameter. The description adds no extra meaning beyond the schema, resulting in a baseline score of 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 states the verb 'list' and the resource 'organizations', and specifies the context 'for the realm' with optional search criteria. It distinguishes from sibling tools (e.g., list_organization_members, list_organization_identity_providers) by focusing on organizations themselves.

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 vs alternatives (e.g., get_organization for a single entry, other list_* tools for related entities). No prerequisites or exclusions mentioned.

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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