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Alishark14

dutch-gov-mcp

by Alishark14

list_organizations

Discover organizations that publish open data on the Dutch government's data portal. Use this tool to find data publishers and optionally view their detailed information.

Instructions

List organizations that publish data on data.overheid.nl.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
include_detailsNoInclude full org details (description, image, package count).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It states what the tool does but doesn't describe important behavioral aspects like whether this is a read-only operation, what the output format looks like, whether results are paginated, or if there are rate limits. The description is minimal and lacks operational context.

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 a single, efficient sentence that states the core functionality without any wasted words. It's appropriately sized for a simple listing tool and gets straight to the point.

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?

Given that there's an output schema (which handles return values) and the input schema has full description coverage, the description is minimally adequate. However, for a tool with no annotations and multiple sibling tools that might retrieve similar data, the description should provide more context about when this specific listing approach is appropriate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, with the single parameter 'include_details' clearly documented in the schema. The description adds no additional parameter information beyond what the schema provides, so it meets the baseline expectation when schema coverage is complete.

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 ('List') and resource ('organizations that publish data on data.overheid.nl'), making the purpose immediately understandable. However, it doesn't explicitly differentiate from sibling tools like 'get_organization' or 'lookup_company', which might retrieve similar organizational data through different mechanisms.

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 'get_organization' or 'lookup_company'. It doesn't mention prerequisites, exclusions, or specific contexts where this listing function is preferred over other organizational tools.

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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