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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
}
experimental
{}

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. Drill down afterwards with the source-specific get_* tools.

lookup_ubicacionA

Look up Ecuador's provinces, cantons and parroquias 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_tsunamiB

SGR tsunami early-warning (SAT) stations with codes and coordinates.

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_metarA

Latest METAR/SPECI weather reports for an Ecuadorian aerodrome (ICAO code, e.g. SEQM), raw ICAO text with UTC times, from DGAC/AIS.

get_notamB

Active NOTAMs for an Ecuadorian aerodrome (ICAO code, e.g. SEQM): raw ICAO text plus DGAC's decoded fields.

get_sigmetA

Active SIGMETs for Ecuador's single FIR (SEFG): volcanic ash, turbulence, icing, storms. Empty means none active.

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.

get_dataset_infoB

Metadata for one CKAN dataset: description, organization, tags, dates, license, update frequency and the publisher's source URL.

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_infoB

Metadata for one CKAN resource (file): format, size, MIME type, download URL and parent dataset.

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_organizationsB

Search the institutions publishing on a CKAN portal (98+ on the national one: INEC, SRI, MSP, BCE...).

get_organization_infoB

One CKAN organization and its datasets; the way to browse large publishers (e.g. sri-servicio-de-rentas-internas). query filters dataset titles.

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=5, Registro Civil=23, ANT=62, Cancillería=16; 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_estadisticasB

Monthly attentions and complaints for one gob.ec trámite since mid-2021.

list_institucionesA

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

get_institucion_infoC

One gob.ec institution's acronym, sector, description and websites.

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_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_regulacionesA

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

get_regulacion_infoB

One gob.ec regulation's type, Registro Oficial reference, description and PDF link.

get_sipa_resumen_indicadoresA

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

list_sut_indicadoresA

Ministerio del Trabajo SUT Power BI dashboards (contracts since 2015 by industry/province/gender, labor demand, gender policy). Next: get_sut_indicador_schema, then query_sut_indicador.

get_sut_indicador_schemaA

Queryable fields of one SUT dashboard: columns, measures ([medida]) and date levels, for query_sut_indicador.

query_sut_indicadorB

Live query of one SUT dashboard's data model with any combination of campos, optional equality filtros (plain columns only) and a row limite.

list_contraloria_informesA

Contraloría's quarterly CSVs of audit reports approved for any public institution, plus annual control plans. Next: get_contraloria_informe.

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.

list_iess_coleccionesA

IESS document collections (statistical bulletins, actuarial studies, audit reports) with years and counts. Next: get_iess_archivos.

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_contratosA

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_publicacionesA

BCE's ~30 most recent published reports and bulletins (editorial feed, not data series), filterable by title and format. Returns links.

search_bce_remesasB

BCE worker-remittance file links: historical series, methodology note and, since July 2025, microdata-based monthly databases (a distinct series). Returns links.

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_precios_comexA

BCE foreign-trade price-index files by import use category and export product (oil, shrimp, banana, cacao...). BCEData only has the aggregates. Returns links.

search_bce_calendarioB

BCE's forward-looking statistical release calendar: dates, category, periodicity and reference period. solo_proximas=true keeps upcoming releases.

list_bce_indicadores_diariosB

BCE daily and monthly indicator widgets outside BCEData: riesgo país (daily since 2004), gold, WTI, bonds, payments, reserves, fiscal and external series. Next: get_bce_indicador_diario.

get_bce_indicador_diarioA

One BCE daily/monthly indicator (archivo and codigo from list_bce_indicadores_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.

list_arconel_reportesA

Report types, years (1998 on) and company groups in ARCONEL's electricity statistics builder. Next: get_arconel_reporte.

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_snapshotB

Wayback Machine snapshot (2024-04-24) of the national blackout-schedule portal energia-ecuador.com; only EEQ's Pichincha rotation survived.

list_archivo_seccionesA

List the sections of one institution's document archive: ARCSA sanitary registry, Superbancos and SEPS statistics, INEVAL evaluation datasets, SGR and Educación Superior libraries, or SIPA agricultural statistics. 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_datasets, sri_recaudacion (SRI), mef, senae (fiscal), censo (Census 2022), minedec (enrollment), senescyt, msp (vaccine gazettes), cnig (gender violence), trabajo_boletin, salarios, arcotel_boletines, arcotel_mensuales. Links, not contents.

search_companiasA

Search Supercías' registry of 226k+ companies by name or RUC: legal status, incorporation, representative, capital, CIIU, address. First call after 6h can take 30-40 s.

get_compania_infoA

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

search_rankingA

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_infoA

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_indicadorB

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

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

B3.4/5.0

Scored across 90 tools

Disambiguation3/5

Most tools target distinct sources and descriptions explicitly cross-reference the next step, but several near-duplicates create real overlap: three CKAN entry points (search_ecuador, search_datasets, investigate_dataset) and multiple file/archive tools (search_archivos, list_archivo_secciones, get_archivo_seccion, download_resource, list_zip_contents). With 90 tools the sheer volume of similar search_*/get_* pairs makes misselection likely.

Naming Consistency4/5

Names are overwhelmingly consistent snake_case with a verb-first prefix (search_, get_, list_, download_, query_, read_), making the pattern predictable. A few deviations in verb choice (lookup_ubicacion, investigate_dataset, detect_series_pattern) are minor and still readable.

Tool Count2/5

90 tools is far beyond a comfortable agent-facing surface and exceeds the 50+ threshold; even accounting for the very broad multi-institution scope, this is unwieldy and error-prone. Many tools could be grouped or scoped by source family.

Completeness4/5

The search-to-get/list-to-download/preview lifecycle is covered for virtually every source across INEC, BCE, SRI, SERCOP, CEPALSTAT and more, with clear fallbacks when microdata or history is absent. Gaps are minor (some sources return links only, no OCR for scanned PDFs).

Maintenance

ActivityNo data
ResponsivenessNo issues