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List alternatives to an AI tool

list_alternatives
Read-onlyIdempotent

Tools that do the same job as the given one. Alternatives our research named for this tool come first (basis "researched"), then live tools from the same category (basis "category"). Discontinued tools are left out.

Input Schema

NameRequiredDescriptionDefault
slugYesThe tool to find alternatives for.
limitNoHow many tools to return (1-20, default 10).

Output Schema

NameRequiredDescriptionDefault
toolYes
countYes
resultsYes
attributionYes
alternatives_urlYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, so the bar is lower. The description adds genuine behavioral detail beyond them: result ordering, the 'researched' vs 'category' basis labels, and the exclusion of discontinued tools — useful for interpreting results.

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 the core definition, then ordering, then exclusion. No filler and nothing repeated from the schema or annotations.

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?

With an output schema present, return values need not be explained, and the description still clarifies the ordering and the meaning of the basis values. What is missing is only the sibling-routing guidance an agent would need to choose this tool deliberately.

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 description coverage is 100% and both parameters (slug, limit) are documented in the schema, so the description does not need to compensate. It adds no syntax or constraint detail beyond the schema, which is the expected baseline.

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?

Opens with a specific verb+resource: tools that do the same job as the given tool. It is clearly distinct from get_tool or compare_tools in intent, though it never names those siblings to make the boundary explicit.

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?

The description explains what comes back and in what order, which implies the use case (discover replacements/peers), but it never states when to prefer this over search_tools or compare_tools. Usage is inferable rather than 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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