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Crawlora MCP

bbb_business_complaints

Read-only

BBB business complaint history: totals plus per-complaint date/type/status/text and response thread.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesBBB business profile URL, from a bbb-search result's url or hq_profile_url.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is covered. The description adds useful behavioral context about what the payload contains (totals, per-complaint fields, response thread), but says nothing about pagination, limits, or what happens with an invalid/non-BBB URL.

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 tight sentence that front-loads the resource and then the return shape. No filler, nothing 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?

For a read-only, one-param lookup with full schema coverage and an output schema, the description is essentially complete — an agent knows what it fetches and roughly what comes back. The only gap is how this relates to sibling bbb tools, which is a minor omission given the output schema exists.

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?

There is a single parameter with 100% schema description coverage, so the schema already documents the url argument and its provenance. The description adds no format or syntax detail beyond that, which is the expected baseline when the schema does the heavy lifting.

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 verb+resource (BBB business complaint history) and enumerates the returned content: totals plus per-complaint date/type/status/text and response thread. This clearly distinguishes it from siblings like bbb_business_reviews and bbb_business_more_info, though it never names those alternatives explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives no when-to-use or when-not-to-use guidance and names no alternative tool. The only routing hint ('from a bbb-search result's url or hq_profile_url') lives in the input schema, not the description, so the description itself contributes nothing about selection context.

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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