Skip to main content
Glama

Find the lines that are lying

find_impersonators
Read-onlyIdempotent

FIRST CALL, needs nothing: {"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"no_arguments_triage_this_hosts_own_crawler_log","arguments":{}}} — Only the lines claiming a crawler whose operator publishes address ranges, from an address in none of them — 1997 IPv4 and 1062 IPv6 prefixes, 15 sources. Reverse-DNS operators come back with the command to run: this server makes no outbound request. Example: log='203.0.113.9 Googlebot/2.1' returns one impersonation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
logYesThe log text. Lines need an address to be checkable.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and openWorldHint=false; the description reinforces this with 'this server makes no outbound request', which is consistent and mildly useful. It also quantifies the backing data (1997 IPv4 / 1062 IPv6 prefixes, 15 sources) and notes that reverse-DNS operators return a command to run, adding real behavioral context, though the garbled framing dilutes it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The most prominent text is a raw JSON-RPC invocation of another tool, which wastes the front-loaded position and actively confuses. The actual explanation of scope, data sources, and example is crammed into one long trailing sentence.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

It conveys the matching rule, the scale of the prefix data, the no-outbound-request behavior, and a worked example returning 'one impersonation', which is enough to call it. It does not clarify how results are shaped or how it relates to the sibling log tools.

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 coverage is 100% and the single parameter is fully documented in the schema ('lines need an address to be checkable'), so the schema carries the load. The description's example ('203.0.113.9 Googlebot/2.1') duplicates the schema example rather than adding new semantics.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

Buried mid-sentence is a specific purpose: return lines that claim a crawler whose operator publishes address ranges while originating from an address in none of them. However, the definition opens with a JSON-RPC payload for a different tool and never cleanly states 'find impersonators' as a standalone claim, so the agent must reconstruct the purpose from the title and example.

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

Usage Guidelines2/5

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

The opening 'FIRST CALL, needs nothing' followed by a tools/call for no_arguments_triage_this_hosts_own_crawler_log is ambiguous — it reads as an instruction to invoke a sibling rather than guidance on when to use this tool. No comparison to triage_log, triage_my_request, or robots_from_log is given, so the agent cannot route between the log-analysis siblings.

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