Skip to main content
Glama

price_recommendation_engine

[Taxonomy III.58 — baseline response (public data only)] Recommend a reasonable price to propose to a provider for a service (self-pay or negotiation).

WHEN TO USE: User wants to understand what a service typically costs, compare prices across regions/providers, or gauge whether a billed amount is reasonable.

WHEN NOT: For a specific bill they have in hand, scan_bill_for_errors is more actionable. For insurance-path estimates, use deductible_impact_calculator or coinsurance_simulator.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "price_recommendation_engine"
  }
}

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior2/5

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

The description mentions 'baseline response (public data only)', which discloses the data source but little else about the tool's behavior. There are no annotations to provide additional transparency. It does not explain side effects, output format, or any limitations beyond the data source, leaving the agent with incomplete expectations.

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 well-structured with clear WHEN TO USE and WHEN NOT sections, making it easy to scan. It is relatively concise, though the prefix 'Taxonomy III.58 — baseline response (public data only)' adds noise without significant benefit. Overall, it is appropriately sized and organized for an agent to parse quickly.

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

Completeness2/5

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

The tool operates in a crowded space with many similar siblings (e.g., fair_price_estimator, market_price_distribution_model, regional_price_benchmark). The description fails to explain how this tool differs from those, nor does it specify expected inputs or output structure. This limits the agent's ability to select it confidently over alternatives, making the description incomplete 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?

With zero parameters in the input schema, the baseline is 4 per the rubric. The description does not describe any inputs, but since the schema is empty, there is nothing to compensate for. The tool name and description imply that context (e.g., service, region) is needed, but the absence of any parameter definition is not penalized heavily due to the baseline.

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?

The description clearly states the tool recommends a reasonable price to propose to a provider, with a specific scope of self-pay or negotiation. It also provides a 'WHEN NOT' clause, which aids in distinguishing its primary use case. However, it does not differentiate itself from several sibling tools like fair_price_estimator or cash_price_estimator, which could cause ambiguity.

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 explicitly states when to use (understanding typical costs, comparing prices, gauging reasonableness) and when not to (specific bills, insurance-path estimates). It names alternative tools for those exclusions, which is helpful. It could be improved by also referencing alternative self-pay price tools, but the guidance is clear and actionable.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources