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This month’s residential proxy picks

monthly_picks
Read-onlyIdempotent

ProxyRange’s picks for this month, one per need (lowest price, smallest first purchase, no ID to start, traffic never expires, city targeting, SOCKS5, PayPal, crypto, longest sessions, open to testing, Clear sourcing check), with each pick’s regular 10 GB price and the market medians for 1, 10 and 100 GB.

Input Schema

NameRequiredDescriptionDefault

No arguments

Output Schema

NameRequiredDescriptionDefault
pageYes
ruleYes
monthYes
picksYes
licenceYes
mediansYes
updatedYesThe newest date any fact in the data was checked (YYYY-MM-DD)
attributionYesHow to credit the data when you show it

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

The annotations already establish that this is a read-only, idempotent, non-destructive operation. The description adds useful scope by saying it returns one pick per named need and includes regular 10 GB prices plus market medians, but it does not explain selection methodology or limitations. Since an output schema exists, it does not need to carry the full burden of return-value documentation.

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 one front-loaded sentence that immediately identifies the tool as ProxyRange's monthly picks. It is somewhat dense because of the long parenthetical list of needs, but every clause contributes useful scope.

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 zero-parameter, read-only tool with an output schema and safety annotations, the description gives enough context to understand what the tool returns. The main gap is that it does not explicitly route the agent away from related siblings when a different kind of provider search or comparison is needed.

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?

The tool has zero parameters, so the baseline is 4. There are no parameter semantics to clarify, and the description appropriately does not discuss input arguments.

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 a specific resource: curated monthly residential proxy picks, one per need, including prices and medians. It is more specific than the title, but it does not explicitly distinguish itself from siblings such as cheapest or compare_providers.

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?

Usage is implied by 'picks for this month, one per need,' suggesting the tool is for curated recommendations rather than raw comparisons. However, it gives no explicit when-to-use guidance or exclusions versus cheapest, compare_providers, find_providers, or sourcing_check.

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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