Get a customer
amberflo_get_customerFetch a single customer by its Amberflo customerId. API: GET /customers/?customerId=.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| customer_id | Yes | The Amberflo customerId to fetch. |
amberflo_get_customerFetch a single customer by its Amberflo customerId. API: GET /customers/?customerId=.
| Name | Required | Description | Default |
|---|---|---|---|
| customer_id | Yes | The Amberflo customerId to fetch. |
Changes observed during successful MCP inspections.
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds the underlying endpoint (GET /customers/?customerId=<id>), which is modest extra context, but says nothing about behavior when the customer does not exist (error vs empty) — the main unknown for this operation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two short sentences, front-loaded with the purpose and followed by the endpoint implementation detail. Nothing redundant, nothing padded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a one-parameter read tool with no output schema and readOnlyHint declared, the description supplies enough to invoke correctly. The only meaningful gap is not-found semantics, which is minor given the tool's simplicity.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% and the single parameter is fully documented in the schema, so the baseline of 3 applies. The description restates that the argument is the Amberflo customerId but adds no format, casing, or example detail beyond the schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (Fetch), resource (customer), and scope (a single customer by customerId) — the word 'single' implicitly separates it from amberflo_list_customers. It stops short of naming that sibling explicitly, so differentiation is inferential rather than stated.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Usage is implied by 'a single customer by its customerId': use it when you already know the ID, otherwise use amberflo_list_customers. No explicit when-to-use or when-not guidance is given, so the agent must infer the routing.
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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