Skip to main content
Glama
berthelius

Frihet MCP Server

List Anomalies

anomaly_list
Read-onlyIdempotent

List detected HR, operational, and financial anomalies. Filter by type, severity, or period for daily review and compliance audits.

Instructions

List HR / operational / financial anomalies detected by the system. Filter by type (duplicate_clock_in, overtime_spike, missing_clock_out, expense_outlier, etc.), severity (low/medium/high/critical), or period. Useful for daily HR review and compliance audits. / Lista anomalias detectadas (RRHH/operativas/financieras) con filtros opcionales.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toNoPeriod end ISO 8601 / Fin
fromNoPeriod start ISO 8601 / Inicio
typeNoFilter by anomaly type slug / Tipo
limitNoMax results / Maximos
offsetNoOffset / Desplazamiento
severityNoFilter by severity / Severidad

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
limitYes
totalYes
offsetYes
nextCursorNo
Behavior4/5

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

Annotations already indicate read-only, idempotent, non-destructive behavior. The description adds value by specifying what anomalies are included and the available filters, going beyond the annotation hints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

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

The description is front-loaded with the purpose and filters. It is relatively concise, though the bilingual repetition adds some redundancy. Overall efficient.

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?

Given the tool's simplicity, the description covers the essential use cases. With an output schema present, return values are handled. Could mention pagination behavior, but offset/limit parameters imply it.

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%, and parameters are described in the schema. The description adds no additional parameter-level information; it only lists filter types already in the schema.

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 'anomalies', specifies the domains (HR/operational/financial), and lists example types. It distinguishes itself from sibling list tools by focusing on anomalies.

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

Usage Guidelines4/5

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

The description mentions it is 'useful for daily HR review and compliance audits', giving clear context for use. However, it does not explicitly state when not to use it or mention alternative tools.

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/berthelius/frihet-mcp'

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