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malkreide

wsl-envidat-mcp

by malkreide

wsl_list_organizations

Read-onlyIdempotent

List all WSL research units with their dataset counts. Use this to find relevant organizations for detailed queries.

Instructions

Listet alle WSL-Forschungseinheiten und deren Datensatz-Anzahl auf.

Gibt einen Überblick über die Forschungsgruppen der WSL, die Daten auf EnviDat publiziert haben. Nützlich zur Identifikation relevanter Organisationen für nachfolgende Abfragen mit wsl_get_organization.

Returns: str: Liste aller WSL-Forschungseinheiten mit Slug und Datensatz-Anzahl

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Annotations already declare readOnlyHint and idempotentHint, indicating safe, non-destructive behavior. The description adds value by specifying the return format (slug and dataset count) and the return type (str), complementing 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.

Conciseness4/5

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

The description is concise and front-loaded with the main action. The returns line partially repeats the purpose, but overall it is efficient and well-structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of an output schema, the description does not need to detail return values. It covers the purpose, use case, and output summary completely, making it fully informative for the tool's complexity.

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 input schema has no parameters, so schema description coverage is 100%. The description adds meaning by explaining the return value and use case, which suffices for a parameterless tool.

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?

The description clearly states the tool lists all WSL research units with their dataset count, and explicitly differentiates from the sibling tool wsl_get_organization by positioning it as a preliminary overview for identifying relevant organizations.

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

Usage Guidelines4/5

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

The description provides explicit usage guidance by stating it is useful for identifying relevant organizations for subsequent queries with wsl_get_organization. It does not mention when not to use it, but the context is clear.

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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