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Black Label Bots Website MCP

Read website page

read_page
Read-onlyIdempotent

Read one https://blacklabelbots.com page as Markdown (Cloudflare Markdown for Agents) or stripped text, up to 40,000 characters.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive behavior, so the description does not need to restate safety. It adds genuinely useful behavioral context: the content is returned as Cloudflare Markdown for Agents or stripped text and is capped at 40,000 characters. It does not say what happens past the cap, which is a minor gap, but it does not contradict the annotations.

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?

One sentence with no filler: it front-loads the core action, then adds the domain scope, output format, and character limit. Every clause contributes meaningful information.

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 one-parameter, read-only tool with strong annotations, the description covers the essential operational details: domain scope, output format, and length limit. The main missing piece is explicit guidance on what happens beyond 40,000 characters and how the format choice is made, but overall it is sufficient for an agent to select and call the tool.

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 description coverage is 0%, so the description must compensate for the undocumented url parameter. It does help by constraining the URL to a single https://blacklabelbots.com page, but it does not explain URL normalization, the apparent format choice, or length-cap behavior. Compensation is partial, not complete.

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 the specific action (read), the exact resource type (one blacklabelbots.com page), and the output form (Markdown or stripped text, up to 40,000 characters). This clearly distinguishes it from siblings like search_pages and site_info without needing to open their schemas.

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

Usage Guidelines3/5

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

The description implies it should be used when full page content is needed, and the 40,000-character cap suggests a scope, but it never explicitly says when to prefer this over search_pages or site_info, nor does it name alternatives or exclusions. Usage context is implied rather than stated.

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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