Skip to main content
Glama
Goingparabolic

painprep-mcp-server

Get Denial Reasons & Appeal Templates

get_denial_reasons
Read-only

Retrieve common payer denial reasons with relative frequency, concrete fix, and appeal letter snippet for a procedure.

Instructions

Given a procedure, returns the common payer denial reasons with their relative frequency, the concrete fix/remedy for each, and a ready-to-adapt appeal letter snippet. PREMIUM tier.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
procedureYesProcedure name, id, or CPT code.
Behavior5/5

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

Annotations show readOnlyHint=true, which the description does not contradict. The description adds detail on return content (frequency, fix, snippet) and notes 'PREMIUM tier,' indicating access level.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with two sentences. The first sentence packs key details; the second is a single note. Slightly more integration could help, but no wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given a single parameter and no output schema, the description fully explains what the tool returns (denial reasons, frequency, fix, appeal snippet). No missing context for effective use.

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?

Schema coverage is 100% with a description for 'procedure'. The description adds that it accepts a name, id, or CPT code, providing more specific guidance beyond the schema.

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 clearly states it returns denial reasons, frequency, fix/remedy, and appeal snippets for a procedure. It distinguishes itself from siblings that deal with CPT codes or checklists.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use: when encountering payer denials and needing appeals. It does not explicitly state when not to use or give alternatives, but the sibling list provides context.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Goingparabolic/painprep-mcp-server'

If you have feedback or need assistance with the MCP directory API, please join our Discord server