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tech_fingerprint

Read-onlyIdempotent

Identify a website's CMS, frameworks, CDN, analytics tools, web server, and programming language by analyzing HTTP headers and HTML. Use for passive reconnaissance.

Instructions

Detect website technology stack: CMS, frameworks, CDN, analytics tools, web servers, languages (via HTTP headers + HTML analysis). Use for passive reconnaissance; for full audit use audit_domain. Free: 100/hr, Pro: 1000/hr. Returns {technologies: [{name, category, confidence%, version}]}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesDomain to fingerprint (e.g. 'example.com', 'shopify.com')

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint, destructiveHint, idempotentHint, and openWorldHint. The description adds context about rate limits (100/hr free, 1000/hr Pro) and the return structure, but annotations already cover safety. No contradiction.

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?

Two concise sentences: first defines functionality, second provides guidance and rate limits. No fluff or superfluous information.

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

Completeness5/5

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

Given the rich annotations and output schema (though not provided fully here, the description hints at return structure), the description covers purpose, usage, rate limits, and return format. Complete for a passive reconnaissance tool.

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?

Input schema has 1 parameter with description already present (100% coverage). The description adds no additional parameter info beyond what the schema provides, so baseline 3 is appropriate.

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 clearly states the tool's purpose: detect website technology stack (CMS, frameworks, CDN, etc.) using HTTP headers and HTML analysis. It is specific and distinguishes itself from the sibling 'audit_domain' tool.

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

Usage Guidelines5/5

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

Explicitly states when to use ('passive reconnaissance') and when not ('for full audit use audit_domain'), naming a specific alternative.

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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