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What builders are using

tool_rankings

Read-only: the tools R2F builders list in their stacks, ranked by builders.

Input Schema

NameRequiredDescriptionDefault

No arguments

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?

With no annotations, the description carries the behavioral burden, and it usefully states 'Read-only' and defines the ranking basis. However, it omits auth requirements, pagination behavior, and how rankings are calculated or ordered.

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?

The description is a single front-loaded sentence with no wasted text. It puts the read-only safety characteristic first and then defines the content and ranking in one clause.

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 zero-parameter tool this is close to sufficient, but with no output schema the description should say more about the return shape, such as whether it is a flat ranked list or includes builder counts. The ranking criterion is mentioned, but result structure and pagination remain unclear.

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 there is no parameter semantics burden. The baseline score of 4 applies because the schema is trivially complete and the description correctly implies no filtering inputs.

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 resource (tools R2F builders list in their stacks) and ranking basis (ranked by builders). It is clear what the tool returns, though it does not explicitly differentiate itself from siblings such as search_community or list_my_builds.

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 the phrase 'tools R2F builders list' and the title 'What builders are using', but there is no explicit when-to-use or when-not-to-use guidance. It does not name an alternative or clarify whether this is for discovery versus community search.

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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