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ipapi.is MCP by usefulapi

ipapi_bulk_lookup

Read-only

Look up up to 100 IP addresses and AS numbers in one ipapi.is request. The result is an object keyed by the entries you sent. Every entry spends 1 request of your ipapi.is quota. Duplicates and invalid entries are dropped silently by ipapi.is.

Input Schema

NameRequiredDescriptionDefault
entriesYesIP addresses and AS numbers (AS15169), 1 to 100 entries.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so safety is covered; the description goes further by disclosing that each entry consumes one unit of ipapi.is quota and that duplicates and invalid entries are dropped silently. Those are non-obvious behaviors an agent could not infer from structured fields. It stops short of covering failure modes such as partial errors or whether the whole request fails when one entry is bad.

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, each carrying distinct information: what it does, what comes back, and the quota/dedup semantics. Front-loaded with the core action and no filler.

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?

No output schema exists, and the description compensates by explaining the return value is an object keyed by the sent entries. With a single fully documented parameter and readOnlyHint covering safety, nothing an agent needs to invoke this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline would be 3, but the description adds meaning beyond the schema: entries may be IPs or AS numbers, the response is keyed by the submitted entries, and invalid/duplicate inputs are silently discarded rather than rejected. That last point materially changes how an agent should interpret a missing key in the result.

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?

States a specific verb and resource ('Look up ... IP addresses and AS numbers') plus the batching scope ('up to 100 ... in one ipapi.is request'), which immediately separates it from the single-entry siblings ipapi_lookup_ip and ipapi_lookup_asn. It also says the result is keyed by the entries sent, so the shape of the operation is clear before opening the schema.

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?

The bulk nature and the 100-entry cap imply that this is the tool for many lookups, and the quota note ('every entry spends 1 request') hints at cost trade-offs. But there is no explicit instruction to use ipapi_lookup_ip or ipapi_lookup_asn for single entries, nor any guidance on when batching is discouraged.

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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