Skip to main content
Glama

IPIPAI MCP Server

IP Intelligence Lookup

lookup_ip

Query complete IP intelligence: geolocation, ISP, ASN, IP type (residential/datacenter/mobile/VPN/proxy/Tor), risk score, and IPIPAI composite score (0-100 with grade A+ to D). This is the primary tool for IP analysis.

Input Schema

NameRequiredDescriptionDefault
ipYesIPv4 or IPv6 address (e.g. "8.8.8.8" or "2606:4700:4700::1111")
langNoResponse languageen
check_servicesNoIf true, also check AI service accessibility (ChatGPT, Claude, Gemini, Copilot)

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 no annotations, the description carries the full burden, and it does disclose the return content in detail (field list, score scale, grade band), which is real value. It says nothing about latency, whether check_services triggers slow external probes, rate limits, authentication, or failure modes for malformed/private IPs.

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 sentences, densely front-loaded: the capability and its outputs come first, the positioning claim second. No filler and nothing redundant with the schema.

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?

With no output schema and no annotations, the description does the heavy lifting well by enumerating what comes back and defining the score/grade scale. It stops short of explaining the optional check_services path or what happens on unresolvable input, which is the remaining gap for a 3-parameter tool with zero structured context.

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?

Schema description coverage is 100%, so the schema already documents all three parameters including the accept formats and the IPv4/IPv6 examples. The description adds no parameter-level meaning beyond that, so the baseline 3 applies.

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?

A specific verb+resource ('Query complete IP intelligence') followed by an enumerated field list (geolocation, ISP, ASN, IP type, risk score, IPIPAI composite score with 0-100 range and A+ to D grades). It self-declares as 'the primary tool for IP analysis', which hints at differentiation from lookup_ip_location and check_ip_reputation, but it never names those siblings explicitly.

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?

'This is the primary tool for IP analysis' implies default usage and steers away from siblings, but there is no explicit when-to-use/when-not guidance and no alternatives are named. An agent still has to guess how this differs from lookup_ip_location or check_ip_reputation.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources