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AiAgentKarl

Agent Directory MCP Server

directory_stats

Retrieve statistics including total services, categories, and reviews from the agent directory.

Instructions

Verzeichnis-Statistiken abrufen.

Gesamtzahl Services, Kategorien, Bewertungen.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations provided, the description carries the full burden. It implies a read-only operation ('abrufen') and lists output contents, but does not disclose any additional behavioral traits such as rate limits, data freshness, or potential side effects. The description is minimally adequate.

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 extremely concise, consisting of two short lines. It front-loads the purpose and lists outputs without any superfluous words. Every part earns its place.

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 parameterless tool with no output schema, the description adequately covers what the tool does and what it returns (total numbers of services, categories, ratings). It is complete enough for its simplicity, though it could mention that results are aggregated.

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 the baseline is 4. The description does not need to add parameter details, and it correctly reflects that no input is required.

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 clearly states the verb 'abrufen' (retrieve) and the resource 'directory statistics', specifying it returns total counts of services, categories, and ratings. While it distinguishes itself from sibling tools like get_service and list_categories by implying aggregate data, it does not explicitly contrast with them.

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 provides no guidance on when to use this tool versus alternatives like list_categories or top_services. It only states what it does, leaving the agent to infer the use case without explicit context.

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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