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Muhabbit

Categories

muhabbit_categories
Read-only

Verticals and currently active topic slugs. The anonymous token from GET /auth/public-token is enough. (Needs an API key or wallet token: X-API-Key or Authorization: Bearer.)

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds authentication context beyond the annotations, but its auth statement is internally confusing: it says the anonymous token is enough and then says an API key or wallet token is needed.

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?

The description is short and front-loads the data it returns, but the parenthetical authentication sentence is ambiguous and undercuts clarity. It earns partial credit for brevity but not for clean structure.

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 zero-parameter read-only tool with no output schema, the description should make the return shape clear. It states the general content ('Verticals and currently active topic slugs') but does not specify the response structure, and the authentication wording is contradictory.

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 has zero parameters, so there is no parameter semantics to explain. The baseline for a zero-parameter tool is 4.

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

Purpose3/5

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

The description names the data exposed ('Verticals and currently active topic slugs') but does not use a clear verb such as 'list' or 'get'. It is identifiable as a categories resource, but the operation is only implied rather than stated.

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 gives authentication details but does not say when an agent should use this tool versus the many sibling tools such as muhabbit_search or muhabbit_narratives. There are no explicit usage conditions or exclusions.

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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