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IP address enrichment — ASN ownership lookup, geolocation (city/region/country/coordinates), and reverse DNS resolution.
Passed 3 of 9 test cases with the skill, and 1 of 9 without it.
and 7 more in the full report
5 fixed3 passed either way15 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
To verify if 140.82.112.4 belongs to an expected cloud provider CIDR, run the MCP ASN lookup tool.
| Checked | Without skill | With skill |
|---|---|---|
| Invokes asn_lookup via python3 $MCP_CALL "gtrace mcp". | Missed | Passed |
| Passes ip parameter set to 140.82.112.4. | Missed | Passed |
The instructions your model reads when the skill loads.
python3 $MCP_CALL "gtrace mcp" TOOL_NAME '{"param":"value"}'
| Tool | Purpose |
|---|---|
asn_lookup | Look up ASN, organization, and network range for an IP |
geo_lookup | Get geographic location (city, region, country, lat/lon) for an IP |
reverse_dns | Resolve an IP to its PTR record (reverse DNS hostname) |
When asked "who owns this IP?" or "where is this IP?":
Identify the Autonomous System and organization that owns the IP.
python3 $MCP_CALL "gtrace mcp" asn_lookup '{"ip":"8.8.8.8"}'
Returns: ASN number, organization name, network CIDR, registry (ARIN, RIPE, APNIC, etc.)
test cases passed, vs 1 / 9 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.