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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.

Capabilities

Features and capabilities supported by this server

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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