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amirdaraee

Luxembourg MCP

by amirdaraee

list_geo_collections

Search and retrieve official Luxembourg Geoportail OGC feature collections by title, description, or keyword. Filter results by query and limit the number of collections returned.

Instructions

Search official Geoportail OGC feature collections by title, description, or keyword.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
Behavior2/5

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

No annotations are present, so the description carries full burden. It does not disclose behavioral traits such as read-only nature, authentication needs, rate limits, or response format. The description only states a generic search action.

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 a single concise sentence that front-loads the core purpose. However, it may be overly terse, lacking necessary detail for effective use.

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

Completeness2/5

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

Given the absence of annotations, output schema, and minimal parameters, the description is incomplete. It does not explain the search behavior, pagination (implied by 'limit'), or what the response contains.

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

Parameters2/5

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

Schema description coverage is 0%, and the description does not add meaningful context for the 'limit' or 'query' parameters beyond hinting that 'query' searches by title, description, or keyword. This is insufficient to compensate for the lack of schema descriptions.

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 it searches 'official Geoportail OGC feature collections' by title, description, or keyword. The verb 'search' and resource 'feature collections' are specific, but it does not differentiate from sibling tools like get_geo_features, which might cause confusion.

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?

No guidance is provided on when to use this tool versus alternatives. There is no mention of prerequisites, limitations, or situations where this tool is preferred over other geo-related 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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