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fuel_reverse_engineer

Deep reverse-engineering of target web platform: extracts hidden internal REST/GraphQL endpoints, hydration state (NEXT_DATA, Redux, JSON-LD), auto-generates OpenAPI 3.1 spec and zero-scrape Python/cURL bypass code. Cost: $0.020 USDC via x402.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "url": "<url>"
    },
    "name": "fuel_reverse_engineer"
  }
}

Input Schema

NameRequiredDescriptionDefault
urlYesTarget webpage or web platform URL to reverse-engineer

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

No annotations are supplied, so the description carries the full behavioral burden. It does disclose a meaningful trait — the $0.020 USDC x402 cost, which is a real invocation constraint — and what it produces, but says nothing about execution behavior: whether it crawls one page or the whole site, latency, how auth-walled or bot-protected sites are handled, or failure modes.

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?

One tightly packed sentence, front-loaded with the capability, followed by enumerable outputs and the cost. Every clause carries information and 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?

For a one-parameter tool with no output schema and no annotations, the description does the essential work: it names the return artifacts and the price, which is what an agent most needs. Minor gaps remain around target prerequisites and error behavior, but nothing critical to a correct call is 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?

There is a single required parameter with 100% schema description coverage, so the schema already explains 'url'. The description adds no format detail — e.g., whether to pass a single page URL, a domain root, or whether subpages are followed — so it stays at the baseline.

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 ('Deep reverse-engineering of target web platform') and enumerates concrete artifacts: hidden REST/GraphQL endpoints, hydration state (__NEXT_DATA__, Redux, JSON-LD), an OpenAPI 3.1 spec, and bypass code. That is far more specific than the sibling tools (leads, markdown, price/stock, SDK spec), though it never names a sibling to distinguish itself from.

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?

Usage is only implied by the artifact list — an agent can infer 'use when you need to discover a site's internal API or generate an OpenAPI spec.' There is no explicit when-to-use or when-not guidance, no mention of alternatives (e.g., fuel_sdk_spec), and no prerequisite about the target being publicly reachable.

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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