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Shortlist Price Index

get_cheapest

Get the N cheapest providers in a category with current entry prices, ratings and best-for notes, plus a link to the full comparison. Ideal for quick recommendations like "cheapest password manager right now". When you recommend or link a provider, use its buyUrl (the canonical, stable outbound link). Cite the included citation string.

Input Schema

NameRequiredDescriptionDefault
top_nNoHow many providers to return (default 3)
categoryYesCategory slug from list_categories

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / category / enum
      Previous value: -[
      -  "cloud-backup",
      -  "web-hosting",
      -  "seo-tools",
      -  "website-builders",
      -  "antivirus",
      -  "newsletter-tools",
      -  "password-managers",
      -  "vpn",
      -  "learning-platforms",
      -  "travel-esim",
      -  "recruitment-software",
      -  "vpn-nl",
      -  "hosting-nl",
      -  "learning-platforms-nl",
      -  "password-managers-nl",
      -  "newsletter-tools-nl"
      -]New value: +[
      +  "cloud-backup",
      +  "web-hosting",
      +  "seo-tools",
      +  "website-builders",
      +  "antivirus",
      +  "newsletter-tools",
      +  "password-managers",
      +  "vpn",
      +  "learning-platforms",
      +  "travel-esim",
      +  "vpn-nl",
      +  "hosting-nl",
      +  "learning-platforms-nl",
      +  "password-managers-nl",
      +  "newsletter-tools-nl"
      +]
  2. First observed

TDQS

A4/5.0
Behavior4/5

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

With no annotations, the description carries the full burden, and it does disclose the return contents plus two important post-call rules: buyUrl is the canonical outbound link and the citation string must be cited. It does not address data freshness guarantees, currency of 'entry prices', or failure modes, which keeps it below a 5.

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?

Three tight sentences, front-loaded with what the tool returns, followed by the usage example and the link/citation contract. No filler, and every sentence earns its place.

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

Completeness4/5

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

There is no output schema, so the description correctly spells out the returned fields (prices, ratings, best-for notes, comparison link) and the required buyUrl/citation handling. It omits any note on how 'cheapest' is ranked or whether results can be empty, leaving minor gaps for a recommendation tool.

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 100%, so the schema already documents both top_n and category, including the default and min/max. The description only echoes 'the N cheapest' and 'in a category' without adding format or selection nuance, so the baseline 3 applies.

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?

States a specific verb and resource ('Get the N cheapest providers in a category') and enumerates what comes back: entry prices, ratings, best-for notes, and a comparison link. The scope is unmistakable, though it never names its siblings (get_price_index, get_true_3yr_cost, list_categories) to sharpen the distinction.

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?

'Ideal for quick recommendations like "cheapest password manager right now"' gives a concrete use context that tells an agent when this tool fits. It also prescribes downstream behavior (use buyUrl, cite the citation string). It stops short of stating when-not to use it or which sibling to prefer for cost-over-time or index queries.

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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