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read_pages

Read up to 5 public web pages or documents (PDF, Word, Excel, CSV) in one call, in parallel. Returns each one's readable text or Markdown plus metadata, and lists any that failed. Charged only if at least one URL was read. Price: $0.006 USDC (x402).

Input Schema

NameRequiredDescriptionDefault
urlsYes1 to 5 public http(s) URLs
formatNomarkdown (default here: keeps headings, lists and links) or textmarkdown

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

With no annotations, the description carries the full burden and does well: it discloses parallel execution, return format, failure listing, and charging only when at least one URL is read. It still leaves some operational details unstated, such as timeout or per-URL error semantics beyond listing failures.

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 three efficient sentences with the core capability front-loaded. Every sentence adds useful information: batch behavior, return shape, failure handling, and billing.

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

Completeness4/5

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

For a paid batch-read tool with no annotations and no output schema, the description covers the essential return behavior and billing condition. It could be slightly more complete with explicit limits around large documents or failure retry behavior, but it is broadly sufficient.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3, but the description adds useful meaning by naming supported document types such as PDF, Word, Excel, and CSV. It also reinforces the 5-URL batch limit and output format choice.

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 states a specific verb and resource: reading up to 5 public web pages or documents. It distinguishes the batch/parallel behavior from the single-page sibling tool by emphasizing 'in one call, in parallel.'

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?

It clearly indicates the tool is for reading multiple URLs at once in parallel, which implies the main usage condition. It does not explicitly say to use read_page for a single URL, so the alternative routing is only implicit.

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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