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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MCP_SINIM_CACHE_DIRNoDirectory for the metadata disk cache (optional).

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": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_variablesA

Fuzzy-search SINIM variables by name, optionally filtered by area.

Matching is accent- and case-insensitive ("educacion" also finds "Educación").

get_variable_infoA

Get full metadata for a single SINIM variable code.

get_dataC

Fetch municipal data for one or more SINIM variables.

preview_dataA

Inspect a query's shape and coverage before exporting its full result.

Use this bounded preview to check columns, coverage, and sample values, then call export_data to write the complete panel to disk.

export_dataA

Write a full SINIM panel to disk instead of the model's context.

Call preview_data first to sanity-check the query shape and coverage. The export has a generous safety ceiling for pathological or extremely long-running queries, independent of the in-context response limit.

list_areasA

List all SINIM subject areas (e.g. finance, education, health).

Returns: The distinct area names present in the catalog, sorted.

list_municipiosB

List municipalities, optionally filtered by region.

search_municipalitiesA

Fuzzy-search Chilean municipalities by name, optionally filtered by region.

Matching is accent- and case-insensitive ("nunoa" also finds "ÑUÑOA").

list_yearsA

List the years with data available in SINIM.

Discovered dynamically from the SINIM form, so newly published years appear automatically.

Returns: Available years, ascending (e.g. 2001..2025).

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A3.8/5.0

Scored across 9 tools

Disambiguation4/5

Most tools have clearly distinct purposes (listing vs searching vs fetching), but list_municipios and search_municipalities overlap significantly as both return municipalities, differing only in fuzzy matching. The data-related tools (get_data, preview_data, export_data) are distinct but could confuse at a glance.

Naming Consistency4/5

The verb_noun pattern is mostly followed (list_*, search_*, get_*, preview_data, export_data), but there is an inconsistency with list_municipios using Spanish while search_municipalities uses English, and get_variable_info breaks the simple verb_noun form.

Tool Count5/5

9 tools is well-scoped for a data catalog focused on discovery, search, and retrieval. Each tool serves a distinct step in the workflow without redundancy.

Completeness5/5

The tool set covers the full lifecycle of exploring and exporting SINIM data: discovering areas, municipalities, years, and variables, then fetching, previewing, and exporting. No critical gaps for the stated domain.

Maintenance

ActivitySlowing
ResponsivenessNo issues