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verify_crawler_log

Read-onlyIdempotent

Given raw web-server access-log lines, decide for each line that names a crawler (GPTBot, ClaudeBot, Googlebot, PerplexityBot...) whether the source IP falls inside that operator's published ranges. Returns verified, spoofed, or unverifiable when the operator publishes no ranges.

Input Schema

NameRequiredDescriptionDefault
linesYesUp to 200 raw log lines, newline separated

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 cover the safety profile (readOnly, idempotent, non-destructive, openWorld). The description adds genuine value beyond them by disclosing the outcome taxonomy (verified/spoofed/unverifiable) and the edge case where an operator publishes no ranges, which no structured field conveys. It does not mention throughput or the 200-line cap, but those are secondary.

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?

A single, well-front-loaded sentence that moves from input to processing to output values with no filler. Every clause earns its place.

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?

For a one-parameter read-only tool with no output schema, the description supplies the missing return semantics (three outcome states) and the important edge case, which is exactly what is needed. Nothing required to invoke it correctly is absent.

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?

There is a single parameter with 100% schema description coverage ('Up to 200 raw log lines, newline separated'), so the schema already carries the semantics. The description's mention of 'raw web-server access-log lines' aligns with it but adds no format or syntax detail beyond what the schema provides, matching the baseline 3.

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 (verify) against a specific resource (crawler log lines) and names the exact decision being made: whether a crawler-named line's source IP falls inside that operator's published ranges. This is unambiguous and distinguishable from siblings like crawler_path or resolve_domain.

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

Usage Guidelines4/5

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

The opening 'Given raw web-server access-log lines' establishes the input context and thus when the tool applies, and naming the crawler set (GPTBot, ClaudeBot, Googlebot, PerplexityBot) clarifies the domain of applicability. However, it names no alternative tool or explicit when-not condition, so it falls short of a 5.

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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