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paoloamato2

Keycloak MCP Server

by paoloamato2

count_users

Count the number of users in a Keycloak realm based on criteria such as search string, email, verification status, enabled status, first name, last name, or username.

Instructions

Get the number of users in the realm matching the given criteria.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
realmYesRealm name
searchNoSearch string for users
emailNoEmail filter
emailVerifiedNoEmail verified filter
enabledNoEnabled filter
firstNameNoFirst name filter
lastNameNoLast name filter
usernameNoUsername filter
Behavior2/5

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

No annotations are present, so the description must fully disclose behavioral traits. It does not mention authentication needs, rate limits, side effects, or performance. The read-only nature is implicit but not stated.

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 sentence that is concise and front-loaded with the verb 'Get'. Every word adds value, with no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description adequately explains that it returns a number (count) and accepts filtering criteria. However, without an output schema, it would benefit from clarifying the exact return type or format.

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% with clear descriptions for all 8 parameters. The description summarizes that filters are matched, but adds no extra meaning beyond what the schema already provides.

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 tool's function: 'Get the number of users in the realm matching the given criteria.' It specifies the resource (users) and action (count), distinguishing it from sibling tools like list_users that return user lists.

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 counting users with filters, but lacks explicit guidance on when to prefer it over alternatives like list_users or count_user_groups. No exclusions or context are 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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