Skip to main content
Glama

list_customers

Read-only

Retrieve a customer directory with contact details and lifetime spending totals. Filter by name, phone, or email to find specific customers.

Instructions

Retrieve customer contact directory and their lifetime spending metrics from Chirak.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax customers to return (default: 50).
searchNoSearch customer by name, phone or email.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoResult data payload from Chirak API.
successNoStatus of the tool execution.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.1.0

TDQS

A3.6/5.0
Behavior3/5

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

The readOnlyHint annotation already covers the main safe behavior. The description adds useful scope (returns directory plus spending metrics), but does not disclose other behavioral details like pagination, ordering, or response volume.

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?

The description is one clear, front-loaded sentence with no filler. It states the action and the result set compactly without repeating the tool name.

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 covers the core purpose and the schema covers the optional parameters. It does not mention pagination/ordering, but for a low-complexity read-only list tool with an output schema, this is only a minor gap.

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?

Parameter meanings are fully covered by the schema descriptions for 'limit' and 'search', so the description does not add extra parameter-level context. This is a case where the schema carries the parameter documentation.

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 uses a specific verb ('Retrieve') and clearly names both the resource (customer contact directory) and the included data (lifetime spending metrics), distinguishing it from the sibling customer add/update/delete tools.

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?

The description states what the tool does but provides no explicit guidance about when to use it versus alternative tools, such as search, add, or update paths. There is no mention of exclusions or when another tool would be preferable.

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