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Cheapest for a spec

cheapest_for_spec
Read-onlyIdempotent

Cheapest active SKUs meeting a minimum spec, ranked by list price only (no sponsorship, no affiliate weighting). category vps|gpu|llm; vcpu, ram_gb, disk_gb minimums; gpu model substring (e.g. H100); region 'eu' for EU-deployable; currency USD|EUR for the ranking. Each row carries verified_at, stale and source_url.

Input Schema

NameRequiredDescriptionDefault
gpuNoGPU model substring, e.g. H100
vcpuNoMinimum vCPUs
limitNoMaximum rows, 1 to 50
ram_gbNoMinimum RAM in GB
regionNo'eu' for EU-deployable, or a provider region code
disk_gbNoMinimum disk in GB
categoryNovps, gpu or llmvps
currencyNoUSD or EUR (ranking currency)USD
providerNoProvider slug to restrict to
gpu_countNoMinimum GPUs per instance

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare this to be a non-destructive, idempotent, closed-world read, so the description isn't carrying the safety burden. It still adds real context beyond the annotations: filtering to "active" SKUs only, the ranking being pure list price with no sponsorship/affiliate weighting, and that rows expose verified_at, stale and source_url so the agent knows freshness is surfaced.

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?

Front-loads the purpose and ranking rule in the first clause, then packs the spec dimensions into a compact semicolon list. Dense but every clause carries information; slightly over-packed relative to a clean two-sentence structure.

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?

For a 10-parameter tool with no output schema, the description covers the ranking semantics, the freshness fields returned (verified_at, stale, source_url), and the key filters. It leaves out how stale rows are treated, the provider restriction and how limit/ordering behaves, but nothing essential to a first correct call is missing.

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 all ten parameters, making 3 the baseline. The description reinforces that vcpu/ram_gb/disk_gb are minimums rather than exact matches and that region 'eu' means EU-deployable, but it omits the limit, provider and gpu_count parameters entirely.

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: rank cheapest active SKUs that satisfy a minimum spec, with the ranking rule (list price only, no sponsorship/affiliate weighting) made explicit. It implies a distinction from search_skus and get_price but never names them or contrasts the use cases directly.

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

Usage Guidelines3/5

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

"Cheapest active SKUs meeting a minimum spec" implies the use case (find the lowest-priced option for a requirement), but there is no explicit when-to-use guidance, no mention of when to prefer search_skus or estimate_cost instead, and no prerequisites stated.

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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