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lookup_ip

IP intelligence: network owner (ASN), country, reverse DNS, and Tor / VPN / data-center flags.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ipYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations are absent, so the description carries the full behavioral burden. It usefully discloses what data is returned (and no output schema exists to carry that), but says nothing about rate limits, auth requirements, or accepted input form (IPv4 vs IPv6), leaving real gaps for a network-calling tool.

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 sentence, front-loaded with the resource and immediately followed by the concrete data points. Every clause earns its place with no filler.

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 lookup with no output schema, the description does the important work of enumerating the returned fields, which is exactly what the agent needs to judge relevance. Its only shortfall is omitting input-format expectations.

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?

Schema description coverage is 0% and the single required 'ip' parameter has no schema title or description beyond the name. The description never mentions the input at all, so it does not compensate — an agent gains no information about accepted IP formats or validation.

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+resource ('IP intelligence') and enumerates the returned signals (ASN/network owner, country, reverse DNS, Tor/VPN/data-center flags), so an agent can tell it apart from lookup_domain. It does not explicitly name the sibling, but the 'IP' scope makes the distinction clear in practice.

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?

No when-to-use guidance, no exclusions, and no reference to alternatives such as lookup_domain. The word 'intelligence' implies a read lookup, but nothing tells the agent when this is the right tool over its siblings.

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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