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Bike4Mind — the open-core AI workbench

get_comparison

Read-only

The full Bike4Mind vs ChatGPT (OpenAI) vs Claude (Anthropic) vs Microsoft Copilot vs build-it-yourself comparison — the same table rendered at /compare, with the structural argument: a lab can't be model-neutral, a cloud can't be cloud-neutral.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior3/5

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

The readOnlyHint annotation already establishes this is a safe, non-destructive read. The description adds that the content mirrors the /compare page and includes a structural argument, which is useful context about what the content contains, though no pagination, caching, or format details are given.

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

Conciseness3/5

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

It is a single sentence and front-loads the comparison scope, but the trailing clause about the structural argument and the /compare route is dense and slightly awkward. It is not overly long, but not maximally clean either.

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-param, read-only content retrieval tool with no output schema, the description gives enough to know what it returns: a comparison table and the associated structural argument. It does not need to explain return format because the description effectively describes the content returned.

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?

Zero parameters, so there is no parameter semantics to explain. The baseline for no params is 4; the description correctly does not invent parameters.

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?

States a specific resource — the Bike4Mind vs competitors comparison table — and clarifies it matches what is rendered at /compare. It is clear what the tool returns, though it does not differentiate itself from siblings like get_product or get_site_info beyond the comparison content itself.

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?

There is no explicit when-to-use or when-not-to-use guidance. An agent must infer that this tool is for fetching the comparison page rather than, say, get_product or get_site_info.

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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