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AgentBroker Index

Compare 2 to 4 providers side by side

compare_providers
Read-onlyIdempotent

Side-by-side comparison of AI-agent access for 2-4 providers: capability, integrations, assistants, limits, Spain availability and licence, sources. Order follows your input; this is not a ranking.

Input Schema

NameRequiredDescriptionDefault
idsYes
langNoen

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent and closed-world, so the safety profile is covered. The description adds genuinely non-derivable behavior: output order mirrors input order and the result is explicitly not a ranking, which prevents a common misinterpretation. No detail on missing/unknown provider handling, but the added value is real.

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?

A single front-loaded sentence that packs the scope, the compared dimensions and the key behavioral caveat with no filler. Every clause carries information an agent uses.

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 no output schema, the description usefully enumerates what the comparison returns, which largely substitutes for return-value documentation. The undocumented lang parameter and lack of guidance on invalid or unknown ids keep it just short of complete.

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 0%, so the description must compensate. It explains the ids semantics (2-4 providers, order preserved), which maps directly to the minItems/maxItems and ordering behavior. The 'lang' parameter is never mentioned, and no id format or example is given, so compensation is partial.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb+resource ('side-by-side comparison ... for 2-4 providers') plus the exact dimensions compared (capability, integrations, assistants, limits, Spain availability, licence, sources). It also implicitly separates itself from get_provider (one provider) by naming the multi-provider scope, so an agent can pick it without opening a schema.

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 cardinality constraint (2-4) implies when this tool applies, and 'this is not a ranking' warns against misreading output, but the description never names get_provider or search_providers as alternatives or states the condition for choosing comparison over a single lookup.

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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