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aadilr

CostBench MCP Server

get_negotiation_tips

Read-only

Retrieve negotiation tactics and success-likelihood ratings for any product to increase your chances of getting a discount.

Instructions

Sourced negotiation tactics for a product with success-likelihood (how to get a discount).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYes
Behavior4/5

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

Annotations already indicate readOnlyHint=true, and the description confirms the tool is for retrieving tips. Additionally, it adds behavioral context by mentioning 'success-likelihood', which hints at probabilistic or scoring output, going beyond the annotations.

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 a single sentence that quickly conveys the purpose. It is front-loaded and free of fluff, though it could benefit from slightly more detail without becoming verbose.

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

Completeness3/5

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

For a simple tool with one parameter and no output schema, the description is minimal. It fails to clarify the 'slug' parameter or the format of 'success-likelihood', but the overall purpose is understandable.

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

Parameters2/5

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

The only parameter 'slug' has no description in the schema (0% coverage) and the tool description does not explain what it represents (e.g., product identifier). This leaves the agent uncertain about how to provide input.

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 provides negotiation tactics for a product, specifically how to get a discount. However, it does not explicitly differentiate from the sibling tool 'get_hidden_costs', leaving some ambiguity about when to choose one over the other.

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

Usage Guidelines2/5

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

No guidance is provided on when to use this tool versus alternatives like 'get_hidden_costs'. The agent must infer usage from the description alone, which lacks explicit when-to-use or when-not-to-use instructions.

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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