Skip to main content
Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
MCP_HOSTNoDirección de bind127.0.0.1
MCP_PORTNoPuerto del servidor8000
LOG_LEVELNoNivel de log (DEBUG, INFO, WARNING, ERROR)INFO
MCP_TRANSPORTNoTransporte: http o stdiohttp
MCP_AUTH_TOKENNoToken Bearer opcional para /mcp
MCP_SSL_KEYFILENoClave para TLS directo
MCP_REQUIRE_AUTHNoRechaza el arranque remoto sin token0
MCP_SSL_CERTFILENoCertificado para TLS directo
MCP_RATE_LIMIT_REQUESTSNoCuota por cliente/IP: número de solicitudes permitidas en la ventana de tiempo120
MCP_RATE_LIMIT_WINDOW_SECONDSNoCuota por cliente/IP: longitud de la ventana de tiempo en segundos60

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
}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_ecuadorA

Unified first-step search across CKAN datasets, organizations, gob.ec trámites and regulations, SERCOP contracts and SGR risk events, a few hits per source. Drill down with the source-specific get_* tools; for CKAN datasets alone use search_datasets.

lookup_ubicacionA

Look up Ecuador's provinces, cantons and parroquias (rural and urban) with INEC codes, region and population. For parroquias, filter by canton and/or provincia.

search_eventos_riesgoA

Current and recent SGR (Gestión de Riesgos) risk events from the live COE feed: landslides, floods, structural damage, with location, status and impacts. No history; for past event dossiers use search_sgr_sitreps.

search_sgr_sitrepsA

SGR's archive of ~54 adverse-event dossiers 2016-2026 (earthquakes, rainy and fire seasons, volcanic activity) with status. Next: get_sgr_sitrep_archivos(evento_url) for the SITREP PDFs.

get_sgr_sitrep_archivosA

SITREP PDF links (national, provincial, cantonal) for one SGR event page from search_sgr_sitreps. Returns links, not contents.

list_sat_tsunamiA

SGR tsunami early-warning (SAT) stations with codes and coordinates: a static station list, not alerts. For recent seismic events use search_sismos.

search_sismosA

Recent earthquakes from the IG-EPN catalog feed: magnitude, depth, coordinates, time and place. Filter by text, minimum magnitude and days.

search_informes_igepnA

Search IG-EPN's PDF report archive: seismic bulletins and volcanic alerts/reports, by year and group. Next: get_informe_igepn to read one. For raw earthquake data use search_sismos.

get_informe_igepnA

Download and extract the text of one IG-EPN report from search_informes_igepn, re-located by exact nombre, grupo and anio (plus volcan when names repeat). pages limits the range (max 20/call).

get_aviso_aeronauticoA

Live aeronautical notices from DGAC/AIS: metar (latest weather reports) or notam (active notices) for an aerodrome ICAO code, e.g. SEQM; sigmet (active SIGMETs for the whole FIR, no code needed). Raw ICAO text.

list_aip_aerodromosA

ICAO codes and names of aerodromes/helipads with a published AIP AD 2 page (DGAC eAIP). Next: get_aip_aerodromo.

get_aip_aerodromoA

Full published AIP AD 2 data sheet for one aerodrome (ICAO code): coordinates, runways, hours, services, frequencies, procedures.

search_datasetsA

Search CKAN open-data datasets (national portal by default; see source). Use sort="recent" without a query to browse new or updated datasets. Next: list_dataset_resources. For trámites, regulations or contracts use search_ecuador.

get_dataset_infoA

Metadata for one CKAN dataset: description, organization, tags, dates, license, update frequency and the publisher's source URL. Take dataset_id from search_datasets; next list_dataset_resources for its files.

list_dataset_resourcesA

Files (resources) in a CKAN dataset with format, size, URL and dates, flagging name groups that look like periodic series. Next: preview_resource_data or query_resource_data.

get_resource_infoA

Metadata for one CKAN resource (file): format, size, MIME type, download URL and parent dataset. Take resource_id from list_dataset_resources; then preview_resource_data or query_resource_data for its contents.

preview_resource_dataA

First rows of a CKAN resource as a table: CSV/TSV, JSON/GeoJSON, XLS/XLSX/XLSB, ODS, and ZIP/tar.gz wrapping a CSV. Max 5 MB; for DataStore resources prefer query_resource_data.

detect_series_patternA

Tell whether a dataset's periodic files are cumulative (newest file suffices) or incremental (combine all) by comparing period values in the two newest files. Heuristic over up to 500 rows each.

download_resourceA

Raw bytes of a CKAN resource, base64-encoded, for formats the preview can't parse. Max 5 MB. Use format="json"; text only confirms the download.

query_resource_dataA

Query a tabular CKAN resource through the DataStore without downloading it: full-text query, exact filters (filters_json), sort and pagination.

search_organizationsA

Search the institutions publishing on a CKAN portal (98+ on the national one: INEC, SRI, MSP, BCE...). Returns the slugs get_organization_info takes; to find datasets by topic use search_datasets.

get_organization_infoA

One CKAN organization and its datasets, the way to browse a large publisher (e.g. sri-servicio-de-rentas-internas). Take the slug from search_organizations; query filters dataset titles. To search by topic across publishers use search_datasets.

list_categoriesA

Thematic categories of a CKAN portal with dataset counts; pass a name as search_datasets' category.

get_category_infoA

Details and sample datasets for one CKAN thematic category (name from list_categories).

get_sri_ruc_infoA

Public SRI record for one 13-digit RUC: name, status, type, activity, dates and registered establishments. No tax amounts.

search_sri_rucA

Find SRI taxpayers by partial razón social or trade name (min 4 characters) when the RUC is unknown. SRI caps results at 100.

read_pdfA

Extract text from a PDF at a direct URL (max 5 MB, 20 pages per call; pages selects a range). No OCR: scanned PDFs come back empty.

list_zip_contentsA

List a remote ZIP's members (name, size) via HTTP Range requests, without downloading it; works for archives far beyond 5 MB. No ZIP64.

investigate_datasetA

One-step shortcut: search CKAN, pick the top dataset and preview its first readable resource. Use the individual tools when the top hit isn't the right one.

search_tramitesA

Search gob.ec government procedures (trámites). Pass institution_id (SRI=8, IESS=163, Registro Civil=23, ANT=48, Cancillería=6; others via list_instituciones) for relevant results.

get_tramite_infoA

One gob.ec trámite's requirements, beneficiaries, cost and responsible institution (tramite_id from search_tramites).

get_tramite_estadisticasA

Monthly attentions (people served) and complaints for one gob.ec trámite since mid-2021, one trámite at a time. Take tramite_id from search_tramites; for requirements and cost use get_tramite_info.

list_institucionesA

List or search public institutions registered on gob.ec, with their IDs.

get_institucion_infoA

One gob.ec institution's acronym, sector, description and websites. Take institucion_id from list_instituciones (SRI=8, IESS=163, Registro Civil=23); for its procedures use search_tramites.

search_andaA

Search INEC's ANDA catalog of 437+ surveys and censuses; the broadest INEC index. Entries without microdata point to search_inec_estadisticas. Next: get_anda_survey_info.

get_anda_survey_infoA

Full metadata for one ANDA survey (string idno from search_anda): scope, variables, microdata availability and access terms.

download_anda_microdataA

Direct links to an ANDA survey's microdata files (accepts ANDA's research-use terms). Check get_anda_survey_info first; returns links to multi-MB ZIPs.

search_inec_estadisticasA

INEC's ~75 statistical topic pages on ecuadorencifras.gob.ec (IPC, ENEMDU, pobreza, cuentas nacionales...), where published aggregate series live. Next: get_inec_estadistica_files.

get_inec_estadistica_filesA

File links (bulletins, methodology, historical series) on one INEC topic page from search_inec_estadisticas.

search_inec_publicacionesA

Every INEC post on Ecuador en Cifras, newest first; use for the latest release of an operation (topic pages can go stale). Next: get_inec_publicacion_archivos.

get_inec_publicacion_archivosA

File links (PDF/XLSX/CSV/ZIP) in one INEC publication (id or URL from search_inec_publicaciones).

search_biinec_extrasA

Small curated list of INEC BIINEC registries found nowhere else (e.g. environmental modules). A last resort; not a live BIINEC search.

search_siniestros_antB

Find Ecuador road-crash (siniestros de tránsito) data from ANT records: INEC quarterly/annual releases with XLSX/CSV microdata plus CKAN datasets (SPPAT deaths, ANT). ant.gob.ec is unreachable.

search_infomies_bases_mensualesA

infoMIES monthly program databases, serie "anc" (economic inclusion) or "is" (social inclusion). Closed years have one year-end file. .rar files: links only.

search_infomies_boletines_zonalesA

infoMIES zonal bulletins: modo="zonal" (per-zone .rar, 2017-2021, needs zona) or "consolidado" (yearly XLSX 2021-2026, still updated). Returns links.

search_regulacionesB

Search or list regulations published on gob.ec, with Registro Oficial references when available.

get_regulacion_infoA

One gob.ec regulation's type, Registro Oficial reference, description and PDF link. Take regulacion_id from search_regulaciones; read the PDF's text with read_pdf.

get_sipa_resumen_indicadoresB

Monthly PDF links of SIPA's (MAG) "Resumen de Indicadores" for one year, 2018 onward.

list_catalogoA

List one source's catalog, the step before its get tool: arconel (get_arconel_reporte), bce_diarios (get_bce_indicador_diario), contraloria (get_contraloria_informe), iess (get_iess_archivos), sut and judicatura (get_sut_indicador_schema, query_sut_indicador with the same fuente).

get_sut_indicador_schemaA

Queryable fields of one SUT or Judicatura dashboard (fuente): columns, measures ([medida]/[suma]/[promedio]) and date levels, for query_sut_indicador.

query_sut_indicadorA

Live query of one SUT or Consejo de la Judicatura dashboard's data model (fuente): choose campos, optional equality filtros (plain columns only) and a row limite. Take the indicador from list_catalogo(fuente) and its valid campos from get_sut_indicador_schema.

get_contraloria_informeA

Rows of one Contraloría audit-reports CSV (one row per approved report), or metadata and a read_pdf pointer for an annual plan.

get_iess_archivosA

Documents in one IESS collection with direct links. anio is required for informes_auditoria.

get_certificado_cumplimiento_patronalA

Whether an employer (RUC) or person (cédula) is current on IESS contributions. A compliance check, not a headcount; for employees use get_financials' n_empleados.

search_contratosB

Search SERCOP public procurement (OCDS) by keyword (min 3 characters), year, buyer or supplier.

get_contrato_infoA

Full OCDS record of one SERCOP procurement process (ocid from search_contratos): buyer, tender, awards, contracts.

search_indicadores_bceA

Search BCEData indicator groups (monetary, fiscal, external, real sector), matching series names too. Not CPI or poverty (INEC). First call after 24h can take 10-15 s. Next: get_indicador_bce.

get_indicador_bceA

Time series of one BCEData group (id_grupo from search_indicadores_bce), with optional YYYY-MM range, frequency and unit.

search_bce_iemA

Search the Excel tables of BCE's monthly IEM bulletin (trade by country, debt, fiscal, oil, GDP detail). historico=true searches past bulletins. Next: get_bce_iem_table.

get_bce_iem_tableA

One IEM XLSX table (table_id from search_bce_iem): date-filterable series for the standard layout, a faithful preview otherwise. boletin_numero selects a past bulletin.

search_bce_paginasA

BCE publication pages with file archives: indices (sector bulletins, price and confidence indices, FX, balance of payments; some back to 2004) or cuentas_nacionales (annual, quarterly, regional accounts, input-output, IMAEC). Next: get_bce_pagina_archivos(pagina_id).

get_bce_pagina_archivosA

Files of one BCE publication page (pagina_id from search_bce_paginas): title, URL and format, most recent first. anio filters the indices catalog by year.

search_bce_calendarioA

BCE's forward-looking statistical release calendar: dates, category, periodicity and reference period. solo_proximas=true keeps upcoming releases. Says when data will be published, not the data itself; for values use get_indicador_bce.

get_bce_indicador_diarioA

One BCE daily/monthly indicator (archivo and codigo from list_catalogo(fuente='bce_diarios')): the last ultimos_n points or a date range, capped at 366 rows.

get_cenace_tableroA

CENACE live grid snapshot: generation mix and demand now, yesterday, month or year to date. No historical queries.

get_arconel_reporteA

Run one ARCONEL report (e.g. "Balance Energía" for a year) and return its rows. Slow, ~50 rows per page; max_paginas caps work and completo says if everything was read.

search_cortesA

Scheduled power-cut PDFs of one utility: eeq (Quito, 2023-2024 blackout crises) or centrosur (Azuay, Cañar, Morona Santiago, 2023 on). Next: get_cortes_horarios with a file's archivo.

get_cortes_horariosA

Parse one power-cut PDF (archivo from search_cortes) into rows: date, time blocks without power, location (EEQ: substation; Centrosur: province/canton/zone) and sectors. query filters by place.

get_energia_ecuador_snapshotA

Frozen Wayback Machine copy (2024-04-24) of the defunct national blackout-schedule portal energia-ecuador.com; only EEQ's Pichincha rotation survived. For current schedules use search_cortes and get_cortes_horarios.

list_archivo_seccionesA

List the sections of one institution's document archive (ARCSA, Superbancos, SEPS, INEVAL, SGR, Educación Superior, SIPA, Petroecuador, Energy Ministry, CNE, BVG, BVQ). Next: get_archivo_seccion(fuente, seccion).

get_archivo_seccionA

List the downloadable files (title, URL, format) in one section from list_archivo_secciones. Returns links, not file contents; download large files directly (preview/download tools cap at 5 MB).

search_capas_geoA

Search layers of a GeoServer geoportal: inamhi (rainfall normals and anomalies, WRF forecast grids, watersheds) or mag (agro zoning, land cover, agricultural censuses, rural cadastre, agroclimatic risk). solo_wfs=true keeps layers with attribute data.

get_capa_geo_datosA

Sample up to 20 features' attributes from a WFS-enabled layer (capa from search_capas_geo). A preview, not a spatial query: no bbox or filters, and geometry is dropped.

search_archivosA

File links from one institution's catalog, filtered by text: SRI, MEF, SENAE, Census 2022, MINEDEC, SENESCYT, MSP, CNIG, Trabajo, ARCOTEL and BCE (remesas, comex prices, latest publications). Links, not contents.

search_companiasA

Search Supercías' registry of 226k+ companies by name or RUC: legal status, incorporation, representative, capital, CIIU, address. The first call may ask you to retry in 1-2 min while the export downloads.

get_compania_infoA

Supercías registry record for one company by RUC: status, incorporation, representative, capital, CIIU, address. No financials.

search_rankingB

Rank Supercías companies by financial indicators for one fiscal year (last five years), optionally by CIIU letter. descending=true for top-N by a column.

get_financialsA

One company's Supercías financial history (last five fiscal years): revenue, assets, equity, profit, employees and ratios. Takes expediente or RUC.

search_auditoresA

Search Supercías' registry of 1,447 authorized external auditors by name or ID.

get_auditor_infoB

One external auditor's authorization, nationality and contact details by RUC or cédula.

search_cepalstat_indicadoresA

Search CEPALSTAT's 2,059 regional indicators (demographic, economic, environmental, SDG). Next: get_cepalstat_indicador for Ecuador's values.

get_cepalstat_indicadorA

Observations of one CEPALSTAT indicator for one country (Ecuador by default), with dimension ids decoded to labels. Take indicator_id from search_cepalstat_indicadores.

get_serie_internacionalA

International series for Ecuador via fuente: wdi (World Bank), irena (electricity), xm (Colombia-Ecuador power flows), comtrade (UN bilateral trade), imf (IMF SDMX), who (health), ilo (ILOSTAT labour), unhcr (refugees/asylum). Without indicador/flow, wdi/who/imf/ilo list their catalog (set query).

Prompts

Interactive templates invoked by user choice

NameDescription
explorar_datosGuía para encontrar y previsualizar datasets del portal CKAN de Ecuador.
consultar_tramiteGuía para requisitos, costo y pasos de un trámite en gob.ec.
investigar_contratoGuía para buscar contrataciones SERCOP/OCDS por palabra clave.
buscar_regulacionGuía para encontrar normas y referencias de Registro Oficial.
explorar_temaGuía para recorrer datasets, trámites, regulaciones, contratos y riesgos de un tema en una sola pasada.
buscar_inecGuía para buscar una operación estadística del INEC probando ANDA, Ecuador en Cifras y, como último recurso, el Banco de Datos Abiertos (BIINEC).
monitorear_riesgosGuía para consultar eventos SGR COE y estaciones SAT tsunami.

Resources

Contextual data attached and managed by the client

NameDescription
fuentes_ecuadorCatálogo de fuentes gubernamentales integradas en este servidor.
provincias_ecuador24 provincias con código INEC, capital y región natural.
cantones_ecuadorCantones con código INEC, provincia, región y población estimada.
parroquias_ecuadorParroquias con código INEC, cantón y provincia (~1040).
instituciones_claveIDs frecuentes para search_tramites(institution_id=...).

TDQS

A3.6/5.0

Scored across 83 tools

Disambiguation4/5

Most tools have clearly distinct scopes, with descriptions that explicitly map each search tool to its source and next-step getters. A few boundaries (e.g., search_inec_publicaciones vs search_inec_estadisticas, search_archivos vs list_catalogo) require careful reading, but the overall set is navigable.

Naming Consistency5/5

Tool names follow a consistent snake_case verb_noun pattern throughout (search_*, get_*, list_*, query_*, download_*, etc.). Minor acronyms like SRI and IESS are used uniformly and do not break the convention.

Tool Count1/5

83 tools is an extreme mismatch for any server surface, far beyond the typical 3–15 range. Even with a broad multi-source domain, this volume imposes high cognitive load and makes tool selection impractical.

Completeness4/5

The surface covers an unusually wide range of Ecuadorian public data sources with search, metadata, download, and preview operations for each. Minor gaps exist for some niche datasets, but most domains have a full search-to-retrieval path.

Maintenance

ActivityActive
ResponsivenessUnresponsive