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Dub MCP by usefulapi

Get one customer

dub_get_customer
Read-only

Fetch a single customer with their attribution. Dub: GET /customers/{id}.

Input Schema

NameRequiredDescriptionDefault
customer_idYesThe customer's Dub id.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.6/5.0
Behavior3/5

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 that attribution is returned as part of the payload, useful context, but says nothing about not-found behavior, authentication, or error handling for an id-based lookup.

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?

Two short sentences with zero padding; the purpose and the endpoint mapping are front-loaded and immediately actionable.

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?

For a one-parameter read tool with no output schema, the description does enough: it names the resource and flags that attribution comes back. It could say more about the returned shape or missing-customer behavior, but nothing essential to correct invocation is absent.

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 description coverage is 100% and the single customer_id parameter is documented in the schema as the Dub id. The description only restates this via the GET /customers/{id} path, adding no format or sourcing detail beyond the schema. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (Fetch) and resource (a single customer) plus the notable detail that attribution is included, which distinguishes it from a mere lookup. It implies the retrieval of one record versus the sibling dub_list_customers, though it never names that sibling.

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 singular framing ('a single customer') implies it is used when you already have a customer id, and the GET path reinforces that. However, there is no explicit when-to-use statement and no reference to dub_list_customers as the alternative for browsing customers, leaving routing to inference.

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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