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cheapest

Return the cheapest providers in one Top 11 list, sorted by lowest published starting price first. Optional max_price filter.

Input Schema

NameRequiredDescriptionDefault
slugYesList slug, e.g. 'fractional-cfo'.
limitNo
max_priceNoOptional ceiling in USD/mo.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses the sort order and a hard output size (Top 11), which are real behavioral traits, but it says nothing about read-only semantics, whether limit caps the list, or return fields.

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?

Two short sentences, front-loaded with the core behavior and the sort order, followed by the optional filter. No filler or redundancy.

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 three-parameter, no-output-schema read tool the description is roughly adequate, but with no annotations and an undocumented 'limit' parameter it leaves gaps an agent must infer, and it never clarifies that results are scoped to the required list slug.

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

Parameters3/5

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

Schema coverage is 67%: 'slug' and 'max_price' are documented in the schema, while 'limit' has no description anywhere. The description adds a small amount of meaning by framing max_price as an optional ceiling filter and connecting the Top 11 cap to the schema's maximum of 11, but 'limit' remains unexplained.

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 states a specific action (return cheapest providers) plus the shape of the result (a single Top 11 list sorted by lowest starting price). It implicitly contrasts with siblings like 'fastest' and 'best_for' by declaring 'cheapest', though it never names an alternative directly.

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 when-to-use guidance is given relative to the many ranking/selection siblings (list_rankings, best_for, compare, pick_one). The only usage signal is that max_price is optional, which does not help an agent choose this tool over alternatives.

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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