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ahmedvnabil

Open Emirates Intelligence

by ahmedvnabil
OverviewSchemaRelated ServersScoreDiscussions
Python
Hybrid

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
UAEMCP_WRITE_TOKENNoToken required for mutating tools. If not set, writes are disabled.

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
uae_sources_listA

List every registered official UAE open-data source with its metadata.

uae_source_getC

Get the full metadata for one source by id.

uae_source_healthC

Run a live, timeout-bounded health probe for one source.

uae_source_datasetsB

List the datasets inside a multi-dataset portal (CKAN/OpenDataSoft/ArcGIS).

Simple single-dataset sources (like MOIAT) return one entry. Use the returned id as the dataset argument to uae_source_records.

uae_source_recordsA

Fetch up to limit live, redacted, source-cited records from a source.

For multi-dataset portals pass dataset (an id from uae_source_datasets). Every response carries provenance + a data-quality block in meta.

uae_market_snapshotC

Build a source-backed market snapshot (counts by emirate/area/product).

uae_searchA

Federated bilingual (ar/en) search across the catalog.

Ranks official sources by relevance. With deep=true it also searches each portal's live dataset catalogue (OpenDataSoft/CKAN/ArcGIS) so individual datasets surface — ideal for a dataset-discovery agent.

uae_source_geoA

Spatially-filtered records as GeoJSON — powers map apps.

bbox = "min_lon,min_lat,max_lon,max_lat"; near = "lat,lon,radius_km". Works on any source with coordinates (e.g. MOIAT industrial licenses).

uae_source_aggregateB

Group records and reduce with count|sum|avg|min|max.

group_by is a comma-separated list of fields (dotted paths allowed, e.g. "Products.ProductNameEN"). A generalized form of uae_market_snapshot.

uae_dashboard_summaryA

Concurrent, cached health snapshot across all sources (fast, never stalls).

uae_source_add_metadataC

[WRITE — requires token] Add a metadata-only source to the local registry.

Prompts

Interactive templates invoked by user choice

NameDescription
profile_sectorProfile an economic sector across the UAE from official data.
compare_emiratesCompare the seven emirates on a chosen indicator.
discover_datasetsFind official datasets on a topic across all portals.

Resources

Contextual data attached and managed by the client

NameDescription
UAE open-data source catalogEvery registered official UAE open-data source with metadata.

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