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lbruce-wq

International Classifications MCP

by lbruce-wq

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MCP_HOSTNoFor HTTP transport, set the host. Example: MCP_HOST=0.0.0.0
MCP_TRANSPORTNoFor HTTP transport, set to streamable-http. Example: MCP_TRANSPORT=streamable-http

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
list_classificationsA

List classification families, versions, custodians, coverage and licensing notes. Start here when the correct standard is unknown.

get_classificationA

Get authoritative metadata and coverage for one classification_id returned by list_classifications.

list_codelistsA

List independent option lists within a classification before searching or exporting one list.

recommend_classificationsA

Return a deterministic ranked shortlist of all relevant classification concepts and codelists. Ranking supports user choice; it is not an automatic selection. Include answer options and context.

search_codesB

Full-text search labels and notes. Results restrict to one option list only when codelist_id is explicitly supplied.

get_code_definitionB

Retrieve one exact code or codelist container, including its node_kind, hierarchy position and explanatory notes.

browse_hierarchyA

Browse top-level nodes or immediate children. Curated families return node_kind=codelist containers at root; pass that code as parent_code to browse its options.

validate_codesB

Validate exact codes against one named classification version.

map_codesB

Apply official stored correspondences and expose splits, merges, changed meanings and unmapped codes. Never assume one-to-one equivalence.

export_choice_listB

Return a structured choice list at a selected hierarchy level. MICS exports require one codelist_id and never merge unrelated answer lists.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.7/5.0

Scored across 10 tools

Disambiguation5/5

Each tool targets a distinct operation in the classification workflow: listing families, listing option lists, metadata retrieval, recommendation, search, code lookup, hierarchy browsing, validation, mapping, and export. The only mild overlap is between recommend_classifications and search_codes, but their descriptions clearly separate ranked concept selection from full-text label/note search.

Naming Consistency5/5

All tool names use snake_case with a consistent verb_noun structure, such as list_classifications, get_classification, search_codes, validate_codes, and map_codes. Minor variations in token length do not break the predictable pattern.

Tool Count5/5

The server exposes 10 tools, which is well within the ideal range for a focused reference-data MCP. Each tool earns its place by covering a distinct discovery, retrieval, validation, mapping, or export need without redundant CRUD operations.

Completeness5/5

The surface covers the full read-only lifecycle for international classifications: discovery, metadata, recommendation, search, hierarchy browsing, exact code retrieval, validation, mapping, and choice-list export. No create/update/delete tools are expected for authoritative reference standards, and any bulk navigation is handled by browse_hierarchy and export_choice_list.

Maintenance

ActivityMaintained
ResponsivenessNo issues