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ZachDreamZ

agent-api-gateway-mcp

extract_company

Extract company details including name, description, location, and industry from any company page URL.

Instructions

Extract company fields (name, description, location, industry) from a URL.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYesCompany page URL
wait_forNo
Behavior2/5

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

With no annotations, the description must fully disclose behavioral traits. It only states the extraction action but does not cover error handling, URL validity, redirects, timeouts, or whether the operation is read-only. The description is insufficient for safety and expectation setting.

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 a single sentence that is concise and front-loaded. Every word is relevant with no unnecessary elaboration.

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?

Given the lack of output schema and only 2 parameters with incomplete description coverage, the tool definition is incomplete. It does not explain return values, error behavior, or the purpose of wait_for, making it insufficient for reliable agent use.

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?

The schema has 2 parameters with 50% coverage (url described, wait_for not). The description adds no meaning beyond the schema—it only lists the fields extracted. It does not explain the wait_for parameter, failing to compensate for the coverage gap.

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 verb 'Extract' and the resource 'company fields from a URL', listing specific fields (name, description, location, industry). It distinguishes itself from sibling tools like extract_product and extract_article by focusing on company data.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. It does not mention prerequisites, when not to use, or any selection criteria, leaving the agent to infer usage context.

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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