Skip to main content
Glama

nope-mcp — Open Educational Resources search

Get SKOS Vocabulary

skos_get_vocabulary
Read-onlyIdempotent

Fetch and parse a SKOS vocabulary from its URI. Returns the concept scheme with all concepts organized hierarchically.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
uriYesURI of the SKOS vocabulary (e.g., "https://w3id.org/kim/hcrt/scheme")
flatNoIf true, return a flat list of concepts instead of hierarchy. Default: false.
languageNoPreferred language for labels (e.g., "de", "en"). If not specified, all languages are returned.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds that the result is a hierarchically organized concept scheme, but says nothing about remote-fetch failure modes, caching, or how the 'flat' option changes output beyond what the schema states.

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?

Two tight sentences with zero filler; the action and return shape are front-loaded and nothing is repeated.

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?

With no output schema, the description usefully sketches the return value (concept scheme with hierarchical concepts), which is the key missing piece. Only the absence of sibling-routing guidance keeps it from being fully complete.

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?

Schema description coverage is 100%, so all three parameters (uri, flat, language) are already fully documented in the schema. The description adds no syntax, format, or defaulting detail beyond that, so the baseline 3 applies.

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?

States a specific verb+resource ('Fetch and parse a SKOS vocabulary from its URI') and clarifies the return shape ('concept scheme with all concepts organized hierarchically'). It does not explicitly differentiate itself from siblings like skos_get_concept or skos_search, so it falls short of a 5.

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?

There is no guidance on when to use this tool versus skos_get_concept (single concept) or skos_search (concept search). The description only restates what the tool does; the agent must infer selection criteria from tool names alone.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.