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fluxproof_preflight

Fetch a public URL and return fetchability, size, final URL, title, and content hash without page content or payment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It does disclose that it does not return page content and requires no payment, and implies a read-only fetch of a public URL. However, it does not explicitly state whether the operation is non-destructive, if any authentication is needed, or what happens on failure (e.g., unreachable URL). This is partially transparent but not comprehensive.

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?

The description is a single, front-loaded sentence that efficiently packs the action, outputs, and exclusions. Every word adds value, and there is no fluff or repetition. It is appropriately sized for the tool's simplicity.

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?

For a simple tool with one parameter and no output schema, the description covers the core: what it returns and what it does not. However, it omits details on failure behavior, return format (e.g., data types of the fields), and any potential limitations (e.g., size limits). These gaps leave an agent somewhat uncertain about edge cases, though the main purpose is clear.

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 0%, so the description must explain the 'url' parameter. It says 'Fetch a public URL', which clarifies that the parameter should be a publicly accessible URL. This adds a constraint not present in the schema (which just says string). However, it does not provide format details, normalization, or error behavior for invalid URLs, so it only partially compensates.

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?

The description clearly states the action ('Fetch a public URL'), the resource (a public URL), and the exact outputs (fetchability, size, final URL, title, content hash) while explicitly excluding page content and payment. This distinguishes it from siblings like fluxproof_check_now or fluxproof_create_monitor, which presumably perform different actions.

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 description does not provide any guidance on when to use this tool versus the siblings. It never mentions alternatives, conditions, or exclusions. The name 'preflight' implies a preliminary check, but the description itself offers no explicit usage direction.

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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