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credcycle

list_billing_at_risk

List providers with a lapsed or missing credential or payer enrollment — the ones whose claims are denying or about to. Most urgent first.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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

A4/5.0
Behavior3/5

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

With no annotations, the description carries the behavioral burden. It discloses the selection filter and the sort order ('most urgent first'), which is genuinely useful. However, it does not describe the output shape, pagination, or any rate-limit/auth behavior; for a zero-parameter list tool this is a modest gap.

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?

One compact sentence with the action front-loaded and every clause earning its place. It conveys scope, urgency, and ordering without any filler or repetition.

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 parameterless list tool, the description fully specifies what is listed, why it matters, and how results are ordered. It does not define the return fields or pagination, but the purpose and sibling context make the provider-list output predictable.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the schema carries no semantic load and the baseline is 4. The description correctly adds no parameter details because none exist; there is nothing missing.

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?

States a specific verb ('List') and resource ('providers') with precise status criteria ('lapsed or missing credential or payer enrollment') and a clear consequence ('claims denying or about to'). The 'most urgent first' ordering further distinguishes it from siblings like search_credentials and get_credentials_due.

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 denial-focused framing implies when to use it, but there is no explicit guidance about when to prefer this over get_credentials_due or get_credentialing_summary. No alternatives or exclusions are named, so an agent must infer the boundary between this tool and its siblings.

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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