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Best providers in a category

list_best_providers
Read-onlyIdempotent

Answers "which provider works best for X?": one category's driven products ranked by agent level (0-5), each with where our agent stopped, and how many we drove in it; under 5, not enough drives yet. Then get_provider for one product. Read-only, no key needed.

Input Schema

NameRequiredDescriptionDefault
categoryYesA focus category (payments, email, sign-in, scheduling, data) or a category id or name from list_categories, such as 'crm'; an unknown one is an error

Output Schema

NameRequiredDescriptionDefault
resultYesBest providers in a category

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already cover readOnly/idempotent/non-destructive, so repeating "Read-only" is low value, but "no key needed" adds auth context not present in annotations. The description goes further by explaining the meaning of the returned score (0-5 agent level) and the threshold below which data is insufficient, which is behavioral signal an agent cannot get from the annotations. It stays silent on result size or ordering ties, but that is minor.

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 lead question is front-loaded and the whole definition is two compact sentences with no filler. The chain of semicolon clauses and jargon ("driven products", "where our agent stopped") is a bit dense to parse on first read, but nothing is redundant.

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 needn't be spelled out, and annotations cover the safety profile; the description fills the remaining gaps by explaining ranking basis and the insufficiency threshold. For a single-parameter read tool this is close to complete, with only sibling disambiguation 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 description coverage is 100% and the category parameter already documents accepted focus categories, ids, names from list_categories, and the error on unknown values. The description only reinforces that it takes exactly one category. Baseline 3 applies since the schema carries the parameter burden.

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 resource and scope: one category's products ranked by agent level, each with a stopping point and drive count. The framing question ("which provider works best for X?") makes the intent immediately legible and it hands off deeper lookups to get_provider. It does not differentiate itself from near siblings like compare_providers or choose_provider_for_task, which an agent could easily mistake for the same job.

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?

It supplies an interpretive rule ("under 5, not enough drives yet") and a follow-up path ("Then get_provider for one product"), which is genuinely useful routing. However, it never says when to prefer this over compare_providers or choose_provider_for_task, nor what an unknown/empty category result means beyond the schema's error note. Usage is implied rather than delimited.

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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