Ipgeo
ipgeoIP Geolocation: Geo, ISP, ASN, proxy/hosting flags
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
ipgeoIP Geolocation: Geo, ISP, ASN, proxy/hosting flags
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries the full burden of behavioral disclosure. It only lists output data categories and never states that this is a read-only lookup, what input forms are accepted, how invalid inputs are handled, or whether external services/rate limits apply. The output schema covers return fields, but behavior itself is undisclosed.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Eight words with the purpose front-loaded in the first two ('IP Geolocation') and every remaining word identifying a distinct output category. Nothing is wasted. It is more tagline than prose, which keeps it highly efficient, though it borders on under-specification.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The tool is low-complexity (one optional parameter, flat output) and has an output schema that documents return values, so a short description is acceptable. However, with no annotations, the ambiguous input format and absent behavioral context leave real gaps that a minimal viable description should close.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema has one undocumented parameter 'q' (0% coverage, default empty string), so the description must compensate. The tool name and 'IP Geolocation' strongly imply that q is an IP address, which adds meaning beyond the bare schema, but the description never explicitly states the expected format (IPv4/IPv6/hostname) or what the empty default signals.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names the resource ('IP') and the function ('Geolocation') and lists the output categories returned ('Geo, ISP, ASN, proxy/hosting flags'). This is clear and specific about what the tool does. However, it doesn't explicitly differentiate it from the numerous overlapping IP-intelligence siblings (ipfull, ipwhois, ipint, asnlookup), so it just misses the top score.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternatives. Given the sibling list contains many overlapping IP/geolocation tools (ipfull, ipint, ipwhois, asnlookup, revgeo, internetdb, rdapip), the absence of any routing or exclusion rules leaves the agent to guess which tool fits its task.
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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