list_dispute_scenariosReturns the full index of dispute scenarios MediBill Saver covers — slug, title, category, and the federal statute. Useful to discover which scenarios exist before calling get_dispute_scenario. Free, no authentication required.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the full burden. It discloses that the tool is 'Free, no authentication required' and describes the response content (slug, title, category, federal statute). This is useful behavioral context beyond a bare 'list' label, though it does not mention potential pagination, rate limits, or error behavior—acceptable for a simple list tool.
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?
The description is two sentences, front-loaded with the core function ('Returns the full index...') followed by practical usage guidance and auth note. Every sentence contributes value; there is no redundancy or filler.
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 simple, zero-parameter list tool with no output schema, the description is complete: it states what is returned, lists the returned fields, explains when to use it, and mentions authentication requirements. It gives the agent enough to decide and invoke correctly without needing extra details.
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?
The tool has zero parameters, so the baseline is 4. The description adds no parameter semantics because none are needed; it instead clarifies what the returned index will contain, which is appropriate given the absence of an output 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?
The description uses a specific verb and resource: 'Returns the full index of dispute scenarios' and lists the exact fields (slug, title, category, federal statute). It also distinguishes itself from the sibling 'get_dispute_scenario' by positioning this as the discovery step before fetching a specific scenario.
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?
It explicitly recommends using this tool 'to discover which scenarios exist before calling get_dispute_scenario', providing a clear use case and a named alternative. However, it does not explicitly state when not to use it or compare against other siblings like lookup_cpt_rate, so it stops short of a full when/when-not/alternatives breakdown.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Each tool targets a distinct resource/action: audit, dispute scenario lookup (singular and list), CPT rate lookup, hospital lookup. The list/get pair is clearly differentiated as list vs single item, and the lookups differ by target. No overlapping boundaries.
All tool names follow a verb_noun snake_case pattern (audit_medical_bill, get_dispute_scenario, list_dispute_scenarios, lookup_cpt_rate, lookup_hospital). The verbs vary appropriately (audit, get, list, lookup) but the structure is consistent.
5 tools is a well-scoped set for a medical bill audit service: one primary audit action, three supporting lookups/reference tools, and one discovery/index tool. No redundancy or bloat.
The core audit workflow is present, but there is no way to retrieve a previously generated audit report or the full paid report content; the audit tool only returns a preview and an external payment URL. Missing a tool to fetch the full report or manage audit history, which creates a minor gap.