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Unfrozen Atlas of the Middle

About Unfrozen and the Atlas

about_unfrozen
Read-onlyIdempotent

Who Gabriel Lopez is (public facts from unfreeze.us/about/), how Atlas studies are graded, how to cite the Atlas and its license, and the paid Change Check-up booking link.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive and closed-world, so the safety profile is covered. The description adds two genuinely new facts: the source is public facts from unfreeze.us/about/, and it surfaces a paid booking link (commercially promotional content an agent should treat carefully). It says nothing about response size or format, so it stops short of a 4.

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

Conciseness4/5

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

A single sentence, front-loaded with the primary subject (the person) before secondary content (grading, citation, booking). Efficient, though the four-item enumeration makes it slightly list-like rather than crisply prioritized.

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 no-parameter, static informational tool with no output schema, the description covers what an agent needs to decide to call it and what topics the response will cover. It does not indicate the shape or length of the returned content, which is the only meaningful remaining gap.

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?

The tool takes zero parameters, so there are no semantics to document and the baseline of 4 applies; the description correctly adds no parameter talk that would be noise.

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

Purpose4/5

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

The description enumerates the four content areas the tool returns (Gabriel Lopez bio, Atlas grading methodology, citation/license, booking link), which is specific enough to distinguish it from get_answer, get_study, search_studies, and list_loop_parts. It lacks an explicit verb ('returns'/'describes'), making it read as a topic list rather than a stated action, but the resource is unambiguous.

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?

No explicit when-to-use, when-not-to-use, or named alternative is given. Usage is only implied by the content enumeration — an agent can infer it should call this for author/grading/citation questions rather than for study data, but it must do that inference itself.

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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