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IPIPAI MCP Server

IP Geolocation (OpenIPAPI)

lookup_ip_location

Quick IP geolocation lookup via OpenIPAPI. Returns country and city for an IP address. Lightweight and fast — no API key required.

Input Schema

NameRequiredDescriptionDefault
ipYesIP address to geolocate

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With zero annotations, the description carries the full behavioral burden; it does disclose the auth requirement (no API key) and the shape of the result (country and city), which is real value. It says nothing about behavior for invalid or private IPs, IPv4 vs IPv6 support, or rate limiting — gaps that matter for a third-party API wrapper.

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?

Three short sentences, purpose front-loaded, no filler or marketing padding beyond a one-word speed qualifier. Every sentence contributes a distinct fact: purpose, return fields, and auth requirement.

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 one-parameter tool with no output schema and no annotations, the description covers what it does, what it returns, and that no credentials are needed — enough to call it correctly. Minor gaps remain around input format and failure behavior.

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?

The single `ip` parameter is already 100% documented in the schema, so the baseline is 3. The description adds no format guidance (e.g., IPv4 vs IPv6 acceptance, whether hostnames or CIDR are valid) beyond restating that the address is geolocated.

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?

The description states a specific verb and resource ("IP geolocation lookup") and names the provider plus the returned fields (country and city), which meaningfully separates it from reputation/score siblings. It doesn't explicitly contrast with the ambiguous sibling `lookup_ip`, leaving some doubt about which one a geolocation request should route to.

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

Usage Guidelines3/5

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

Usage is implied by the tool's purpose and the note that no API key is required, which is a useful precondition. However, there is no explicit when-to-use statement, no exclusion, and no mention of when a sibling like `lookup_ip` or `check_ip_reputation` would be the better choice.

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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