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web-scraper

captcha_solve

V1 Captcha Solve

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNo
siteKeyNo
captchaTypeNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.5/5.0
Behavior1/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure, and it discloses nothing. It does not mention network calls, external solving services, side effects, blocking behavior, failure modes, or return semantics. The agent is completely blind to what happens when the tool is invoked.

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?

The text is short, but this is under-specification rather than conciseness — a single vague phrase that merely restates the tool name. The available space is wasted, and there is no structure or front-loaded information to speak of.

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

Completeness1/5

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

The tool has three undocumented parameters, no annotations, and no output schema, making the description the sole source of guidance — and it provides none. An agent cannot determine input requirements, expected output, or how this tool relates to browse, fetch, and web_crawl. The definition is wholly inadequate for correct 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?

Schema description coverage is 0% and the description adds zero meaning to url, siteKey, or captchaType. Although the parameter names hint at a CAPTCHA service integration, the description does not explain expected formats, which combinations are required, or what captchaType values are valid. The description fails to compensate for the low schema coverage.

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

Purpose2/5

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

The description 'V1 Captcha Solve' is essentially the tool name restated with a 'V1' prefix — a near-tautology. It does not specify what solving entails, what resource is operated on, or what output is produced. An agent can only infer the vague purpose of solving a CAPTCHA, with no differentiation from its siblings.

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 offers zero guidance on when to use captcha_solve versus fetch, browse, or web_crawl. There is no mention of triggering conditions (e.g., encountering a CAPTCHA during browsing), prerequisites, or alternatives. An agent has no basis for selecting this tool.

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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