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deep_stealth_browser_extract

[COST: $0.50] Headless Chrome DOM extraction bypassing Cloudflare and bot-protections.
Uses the chrome-devtools-mcp on the host mesh.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes
extraction_goalYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

With no annotations, the description carries the full burden, and it does disclose meaningful traits: per-call cost, the anti-bot bypass mechanism, headless Chrome, and the chrome-devtools-mcp execution environment. It omits failure modes, timeouts, auth requirements, and what the $0.50 charge covers (per call? per URL?), so it is helpful but not complete.

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?

Two short lines with the cost front-loaded, which is exactly the ordering an agent needs for a paid tool. 'Uses the chrome-devtools-mcp on the host mesh' is somewhat opaque infrastructure detail, but it does hint at the execution environment.

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?

An output schema exists, so return values need not be explained, but the definition leaves the required 'extraction_goal' parameter's semantics entirely unspecified and gives no billing, auth, or failure context for a tool that charges money. For a two-required-param paid tool with 0% schema coverage, this is incomplete.

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

Parameters2/5

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

Schema description coverage is 0% for both required parameters, and the description adds nothing about 'url' or 'extraction_goal'. 'extraction_goal' is especially non-obvious — the agent cannot tell whether it takes a natural-language question, a CSS selector, or a target schema — and the description does not compensate.

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 and resource ('Headless Chrome DOM extraction') plus a distinguishing capability ('bypassing Cloudflare and bot-protections'). The three sibling tools are all infrastructure provisioning (R2 buckets, DB branches), so no sibling conflict exists and no differentiation is needed; the definition is nonetheless clear about what it does.

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 cost tag ($0.50) and the stealth-bypass capability implicitly signal when to reach for this tool, but the description never states preconditions, when not to use it, or a cheaper alternative for non-protected pages. Usage is inferable rather than explicit.

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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