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Stewyboy1990

CompanyScope

get_tech_stack

Detect a company's technology stack by analyzing HTTP headers, DNS records, and GitHub repositories. Input a domain name to get frameworks, programming languages, hosting providers, analytics tools, and CDNs.

Instructions

Detect a company's technology stack by analyzing HTTP headers, DNS records, and GitHub repositories. Returns frameworks, programming languages, hosting providers, analytics tools, and CDNs. Use this instead of lookup_company when you only need technology information. Requires a domain name — company names are not supported for this tool.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesCompany website domain without protocol (e.g. 'vercel.com', 'github.com'). Must be a valid domain, not a company name.
Behavior4/5

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

The description discloses the analysis methods (HTTP headers, DNS, GitHub) and return content, but does not mention any side effects, rate limits, or authentication requirements. Since no annotations are provided, the description carries the full burden; it is mostly transparent but lacks explicit safety or non-destructive confirmation.

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 description is three sentences, each adding distinct value: purpose and method, usage guidance and return types, and input constraint. No unnecessary words, front-loaded with key 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 low complexity (1 parameter), full schema coverage, and no output schema, the description compensates by listing return types (frameworks, languages, etc.) and providing clear usage context. It is complete for an agent to correctly invoke the 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?

With 100% schema coverage, the input schema already describes the 'domain' parameter adequately. The description reinforces the requirement but adds no new semantic meaning beyond confirming domain format and exclusion of company names.

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 explicitly states 'Detect a company's technology stack' with specific methods (HTTP headers, DNS, GitHub) and return types (frameworks, languages, etc.). It distinguishes itself from the sibling 'lookup_company' tool, making the purpose clear and unique.

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?

The description provides explicit guidance: 'Use this instead of lookup_company when you only need technology information' and 'Requires a domain name — company names are not supported.' This covers when to use, when not to, and an 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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