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phishvision_detect

Audit and inspect any URL for real-time zero-day phishing campaigns, smart contract wallet drainers, credential harvesting kits, and brand impersonation attacks using visual layout heuristics in under 1.6 seconds.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesThe target domain or fully qualified URL to audit for security threats, drainers, and malicious vectors.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

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

With no annotations provided, the description carries the full burden and does disclose useful behavioral details: it uses visual layout heuristics and completes in under 1.6 seconds. However, it does not clarify side effects such as whether the tool actively fetches or renders the target URL, whether it is strictly read-only, or what happens when the URL is malicious or unreachable.

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?

The entire description is one front-loaded sentence that opens with the primary action and resource, then adds precise threat categories, method, and a performance bound. There is no filler or redundant restatement of the tool name.

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 single-parameter tool with no output schema and no annotations, the description covers the main selection and invocation needs: target input, detection scope, method, and speed. It could be more complete by indicating the return shape or verdict format, but that is a minor gap given the low complexity.

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?

Schema description coverage is 100%, so the schema already documents url as 'The target domain or fully qualified URL to audit for security threats, drainers, and malicious vectors.' The description reinforces the purpose but does not add new parameter-level meaning such as format restrictions or accepted schemes.

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

Purpose5/5

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

The description states a specific verb-resource pair ('Audit and inspect any URL') and enumerates concrete detection targets: phishing campaigns, wallet drainers, credential harvesting kits, and brand impersonation. This clearly differentiates it from the sibling opticparse_scrape, which by name is oriented toward extraction rather than security inspection.

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

Usage Guidelines4/5

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

The description gives clear context for when the tool applies: real-time URL security auditing with visual layout analysis. It does not explicitly state exclusions or name opticparse_scrape as the alternative, so it stops short of a 5, but the use case is unmistakable.

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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