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malkreide

i14y-mcp

by malkreide

list_data_services

Read-onlyIdempotent

Discover Swiss public APIs by publisher and language to avoid building duplicate scrapers.

Instructions

List machine interfaces (APIs) registered by Swiss public bodies.

The strategic payload of this server: the national register of official APIs, with endpoint URLs and OpenAPI specification links where the publisher supplied them. Use this to discover whether an interface already exists before building a scraper.

Args: publisher_identifier: Publisher identifier from list_publishers. language: Language for titles and descriptions. page: 1-based page number. page_size: Records per page (1-100).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNo
languageNode
page_sizeNo
publisher_identifierNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageYes
sourceNoAttribution string.Data: I14Y Interoperability Platform, Swiss Federal Statistical Office (BFS) — https://www.i14y.admin.ch. Licence terms are declared per distribution; check the `licence` field before reuse.
returnedYes
page_sizeYes
provenanceNoWhere this payload came from.live_api
retrieved_atYesUTC timestamp of retrieval.
data_servicesYes
Behavior4/5

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

Annotations already declare readOnlyHint, openWorldHint, idempotentHint, and non-destructive behavior. The description adds valuable context about what the tool returns (endpoint URLs and OpenAPI specs) and pagination details, going beyond 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.

Conciseness5/5

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

The description is concise and well-structured: purpose first, then strategic payload, then usage guidance, then parameter list. Every sentence adds value with no wasted words.

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 tool's complexity (4 optional parameters, annotations, output schema present), the description covers all essential aspects: what is returned, when to use it, and parameter details. The presence of an output schema reduces the need to explain return values.

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

Parameters5/5

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

With 0% schema description coverage, the description fully compensates by explaining each parameter in the Args section: publisher_identifier, language, page (1-based), and page_size (1-100). This adds meaning beyond the schema.

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 'List machine interfaces (APIs) registered by Swiss public bodies,' using a specific verb and resource. It distinguishes itself from sibling tools by mentioning 'the national register of official APIs' with endpoint URLs and OpenAPI links.

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: 'Use this to discover whether an interface already exists before building a scraper.' It also references the sibling tool `list_publishers` for obtaining the publisher_identifier, though it does not explicitly state when not to use this tool.

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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