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competitor-data

Compare organic competitors, rankings, pages, and estimated traffic.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
payloadYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.1/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. 'Compare' suggests a read-like operation, but it does not disclose authentication requirements, rate limits, whether data is read-only, how operations differ, or what the required payload operation field does.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is a single short sentence, but for a tool with 12 operations and a nested payload schema this is under-specification rather than useful conciseness. The sentence is front-loaded but omits information an agent needs to decide how to invoke the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The output schema exists, so return values need not be explained, but the description still omits the multi-operation nature, the required payload wrapper, and the required operation selector. For a tool of this complexity, the one-line description is not complete enough to support confident selection and invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description mentions no parameters at all, even though the single required top-level payload contains a required operation enum and many nested fields. Context reports schema description coverage at 0%, so the description should compensate but adds no parameter meaning beyond what the schema itself defines.

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

Purpose3/5

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

The description names a resource area ('organic competitors, rankings, pages, estimated traffic') and a broad verb ('Compare'), so the general domain is clear. However, it does not reflect that this is a multi-operation tool with 12 distinct operations, and it does not differentiate from siblings such as keyword-data, domain-intelligence, or market-data.

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?

There is no explicit when-to-use guidance, no when-not-to-use guidance, and no named alternative among the many sibling data tools. The description only implies that it is for competitor comparison, leaving the agent to infer operation selection entirely from the schema.

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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