MCP servers › io.github.mahdi-salmanzade › mcp-dubai
MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23
io.github.mahdi-salmanzade/mcp-dubai
Dubai and UAE public data plus curated business setup knowledge across 120 MCP tools. — the publisher's description
Summary
io.github.mahdi-salmanzade/mcp-dubai is a local MCP server listed in the official MCP registry at version 0.4.0. On 2026-10-23 ProtocolProbe started its published package in an isolated sandbox in read-only mode and read its inventory: 120 tools, 0 resources and 0 prompts.
Record checks
7 of 8 record checks met · 1 does not apply
- met: Registry entry is active and says how to run it
- met: Source repository link opens
- met: Repository is not archived
- met: Code pushed to the repository in the 90 days before our check
- not met: Repository publishes a security policy (SECURITY.md)
- met: Package names its licence with a standard (SPDX) identifier
- met: The version the registry lists can be installed and is not withdrawn
- not applicable: npm package carries build provenance (attestation)
- met: No known critical or high advisory in the package or its dependencies
- #14,689 of 15,112 packages by monthly downloads, tied with 1 other
- Not ranked by stars: 6 stars (ranked from 10)
From public records, not a safety rating. Each check with its reason · Is it safe to install?
Key facts
- Runs
- local package
- Transport
- standard input/output
- Package
- PyPI · listed version current
- License
- MIT
- Dependencies
- no known high or critical advisories
- Repository
- public
- Tools
- 120
- Described as changing data
- 0 of 120 toolsAI-classified
- Mainly works on
- nothing outside itself: it only answers questionsAI-classified
- Topic
- data-and-databasesAI-classified
- Last tested
- 2026-10-23
How fresh this is
- Live-tested
- yes, a real session (not a text-only review)
- Last tested
- 2026-10-23
- Mode
- read-only (no tool calls)
- Latest version
- 0.4.0, published 2026-10-20 (registry, as of the 2026-10-23 snapshot)
- First listed version
- 2026-10-20 (earliest version still in the registry; older removed versions would be earlier)
- Registry data
- snapshot 2026-10-23
- Package and repository
- checked 2026-10-23
- Engine
- mcp-runtime-engine@0.1.0 · sdk@1.32.0
Changes since the last refresh
New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 0.4.0 (published 2026-10-20).
Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.
What it is
What does this server offer?
Observed inventoryWhat it mainly works on, as our AI model read its tool descriptions: nothing outside itself: it only answers questions.
None of its 120 tools are described as changing anything.
“Recommend MCP-Dubai tools for a natural-language query.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs, 1 required
querystringrequired“What you are trying to do, in plain English or Arabic.”top_kinteger“Maximum number of recommendations to return (default 5).”
“List every registered MCP-Dubai feature with its tool count and tier.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- get_knowledge_statusreads or searches
“Return freshness status of every registered business knowledge domain.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
“Return MCP-Dubai developer, contact email, version, knowledge date, and tool count.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- get_upstream_statusreads or searches
“Return the current health of every registered upstream endpoint.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- air_quality_dubaireads or searches
“Get real-time air quality for a Dubai station.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
stationstring“Station ID (`karama`, `jebel-ali-village`, `nad-al-shiba`).”
- air_quality_by_coordsreads or searches
“Get air quality for the closest WAQI station to a given lat/lon.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 2 required
latitudenumberrequired“Latitude in decimal degrees.”longitudenumberrequired“Longitude in decimal degrees.”
- air_quality_dubai_stationsreads or searches
“List the supported Dubai air quality stations.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- prayer_times_forreads or searches
“Get the five daily prayer times for a UAE city or arbitrary coordinates.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
7 inputs
citystring or null“City name (default Dubai).”countrystring“Country name.”latitudenumber or null“Latitude in decimal degrees, -90 to 90.”longitudenumber or null“Longitude in decimal degrees, -180 to 180.”date_strstring or null“ISO date YYYY-MM-DD.”methodinteger“Calculation method ID.”schoolinteger“Asr school.”
- prayer_times_calendarreads or searches
“Get prayer times for an entire month in one call.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
6 inputs, 3 required
citystringrequired“City name (e.g., "Dubai").”monthintegerrequired“Month number, 1 to 12.”yearintegerrequired“Gregorian year.”countrystring“Country name.”methodinteger“Calculation method ID.”schoolinteger“Asr school.”
- qibla_directionreads or searches
“Get the Qibla compass bearing from a given location toward Mecca.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 2 required
latitudenumberrequired“Latitude in decimal degrees.”longitudenumberrequired“Longitude in decimal degrees.”
- hijri_to_gregoriancalculates or converts
“Convert a Hijri (Islamic) date to a Gregorian date.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs, 3 required
dayintegerrequired“Hijri day, 1 to 30.”monthintegerrequired“Hijri month, 1 (Muharram) to 12 (Dhu al-Hijjah).”yearintegerrequired“Hijri year (e.g., 1447).”
Show 88 more tools
- gregorian_to_hijricalculates or converts
“Convert a Gregorian date to a Hijri (Islamic) date.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs, 3 required
dayintegerrequired“Gregorian day, 1 to 31.”monthintegerrequired“Gregorian month, 1 to 12.”yearintegerrequired“Gregorian year (e.g., 2026).”
- weather_uae_icaoreads or searches
“Get METAR (current weather observation) and optional TAF (forecast) for a UAE airport.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 1 required
icaostringrequired“ICAO code.”include_tafboolean“If True, fetch the TAF forecast as well.”
- weather_uae_allreads or searches
“Get METAR observations for all 6 UAE airports in a single call.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
include_tafboolean“If True, also fetch TAF forecasts (slower).”
- cbuae_exchange_ratesreads or searches
“Get CBUAE exchange rates for today or a historical date (~75 currencies).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
date_strstring or null“ISO date YYYY-MM-DD.”
- cbuae_base_ratereads or searches
“Get the current CBUAE base rate (percentage).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
Takes no inputs.
“Everyday exchange rates for a base currency (defaults to AED, no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
basestring“ISO 4217 currency code to price everything against, e.g.”
“Convert an amount between two currencies (defaults AED to USD, no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs, 1 required
amountnumberrequired“Amount to convert.”from_currencystring“Source ISO 4217 currency code.”to_currencystring“Target ISO 4217 currency code.”
- data_dubai_searchreads or searches
“Search the data.dubai catalog for dataset metadata (no credentials).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs
querystring“Free-text search over titles, descriptions, and keywords.”pageinteger“1-based page number.”page_sizeinteger“Datasets per page, 1 to 100.”
- data_dubai_themesreads or searches
“List the data.dubai catalog themes with dataset counts (no credentials).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
Takes no inputs.
- data_dubai_entitiesreads or searches
“List data.dubai issuing entities, optionally filtered (no credentials).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
searchstring“Case-insensitive substring matched against each entity's English title, Arabic title, and short key.”
- dfm_indexreads or searches
“Latest DFM General Index snapshot with an intraday summary (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
Takes no inputs.
- dfm_stock_quotereads or searches
“Trimmed live quote for one DFM-listed security by ticker symbol (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input, 1 required
symbolstringrequired“Ticker on the Dubai Financial Market, e.g.”
- dfm_list_securitiesreads or searches
“List DFM-listed securities, optionally filtered by symbol or name (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
searchstring“Optional substring matched case-insensitively against each security's symbol or name.”
- dld_search_transactionsreads or searches
“Search Dubai Land Department real estate sale transactions.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs
areastring or null“Optional area name filter (e.g., "Dubai Marina").”property_typestring or null“Optional type filter (e.g., "Apartment", "Villa").”limitinteger“Max records (1 to 500, default 100).”
- dld_search_rent_contractsreads or searches
“Search DLD rent contracts (Ejari data) via Dubai Pulse.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs
areastring or null“Optional area name filter.”bedroomsinteger or null“Optional bedroom count.”limitinteger“Max records.”
- dld_lookup_brokerreads or searches
“Look up RERA-registered Dubai brokers.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs
namestring or null“Broker name substring.”license_numberstring or null“Broker license number.”limitinteger“Max records.”
- fcsc_search_datasetreads or searches
“Search the FCSC UAE federal open data portal for datasets.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
4 inputs
querystring“Free-text Solr query, e.g., "trade", "population", "energy".”rowsinteger“Maximum results per page (1 to 100, default 10).”startinteger“Pagination offset.”organizationstring or null“Optional CKAN organization slug filter.”
- fcsc_get_datasetreads or searches
“Get full metadata for a specific FCSC dataset.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input, 1 required
dataset_idstringrequired“CKAN dataset id or slug.”
- fcsc_list_organizationsreads or searches
“List all CKAN organizations publishing on the FCSC portal.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
Takes no inputs.
- fca_trade_statsreads or searches
“Search Federal Customs Authority trade statistics datasets.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs
querystringrowsinteger
- dubai_gold_ratereads or searches
“Today's Dubai retail gold rates in AED per gram by karat (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
Takes no inputs.
- uae_holidaysreads or searches
“List all UAE federal public holidays for a Gregorian year.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
yearinteger or null“Gregorian year.”
- uae_next_holidayreads or searches
“Find the next confirmed UAE public holiday on or after a reference date.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
from_date_strstring or null“ISO date YYYY-MM-DD.”
- is_uae_holidayreads or searches
“Check whether a specific Gregorian date is a UAE public holiday.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input, 1 required
date_strstringrequired“ISO date YYYY-MM-DD.”
- khda_search_schoolreads or searches
“Search Dubai private schools by name, area, curriculum, rating, or fee.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
6 inputs
namestring or null“Substring match on school name (case-insensitive).”areastring or null“Substring match on area / neighborhood (e.g., "Jumeirah").”curriculumstring or null“Substring match on curriculum (e.g., "British", "IB").”ratingstring or null“Exact match on KHDA inspection rating.”max_fee_aedinteger or null“Filter to schools whose fees_min_aed is at or below this.”limitinteger“Max results (1 to 200, default 20).”
- khda_list_curriculareads or searches
“List the curricula available in the snapshot (e.g., British, IB, CBSE).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- khda_list_areasreads or searches
“List the Dubai areas covered by schools in the snapshot.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- makani_reverse_geocodereads or searches
“Find the Makani numbers and building at a Dubai coordinate (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 2 required
latitudenumberrequired“Latitude in decimal degrees (WGS84), e.g.”longitudenumberrequired“Longitude in decimal degrees (WGS84), e.g.”
- makani_detailsreads or searches
“Look up the building behind a 10-digit Makani number (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input, 1 required
makani_numberstringrequired“Makani number, 10 digits with or without a space, e.g.”
- makani_validatereads or searches
“Check whether a 10-digit Makani number exists (no key).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input, 1 required
makani_numberstringrequired“Makani number, 10 digits with or without a space, e.g.”
- uae_weatherreads or searches
“Current weather and today's high/low for a UAE city (no API key needed).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
1 input
citystring“A UAE city.”
- uae_weather_forecastreads or searches
“Multi-day daily weather forecast for a UAE city (no API key needed).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs
citystring“A UAE city (see `uae_weather`).”daysinteger“Number of forecast days, 1 to 16 (clamped to range).”
- weather_by_coordsreads or searches
“Current weather plus a short forecast for any latitude/longitude.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs, 2 required
latitudenumberrequired“Latitude, -90 to 90.”longitudenumberrequired“Longitude, -180 to 180.”daysinteger“Number of forecast days, 1 to 16 (clamped to range).”
- list_uae_weather_citiesreads or searches
“List the UAE cities supported by the Open-Meteo weather tools.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- osm_search_poireads or searches
“Find OpenStreetMap points of interest near a Dubai location.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
5 inputs, 3 required
latitudenumberrequired“Centre latitude.”longitudenumberrequired“Centre longitude.”categorystringrequired“One of: restaurant, cafe, fast_food, pharmacy, hospital, clinic, atm, bank, fuel, school, kindergarten, mosque, supermarket, mall, bus_stop, metro_station, par…”radius_metersinteger“Search radius in metres (max 10000).”limitinteger“Max results to return.”
- osm_list_categoriesreads or searches
“List the curated POI categories supported by `osm_search_poi`.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- quran_surahreads or searches
“Get a full surah by number (1 to 114) in a specific edition.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 1 required
numberintegerrequired“Surah number, 1 (Al-Fatiha) to 114 (An-Nas).”editionstring“Edition slug.”
- quran_ayahreads or searches
“Get a single ayah by reference (e.g., "2:255" for Ayat al-Kursi).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 1 required
referencestringrequired“surah:ayah (e.g., "2:255") or absolute ayah number.”editionstring“Edition slug.”
- quran_juzreads or searches
“Get a full juz (1 to 30) in a specific edition.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs, 1 required
numberintegerrequired“Juz number, 1 to 30.”editionstring“Edition slug.”
- quran_searchreads or searches
“Search the Quran for a phrase.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
5 inputs, 1 required
querystringrequired“Phrase to search for.”surahstring“Surah number or "all".”editionstring“Edition slug or language code (e.g., "en" or "ar").”limitinteger“Maximum matches to return, from 1 to 100.”offsetinteger“Zero-based match offset for pagination.”
- rta_search_metro_stationsreads or searches
“Search Dubai Metro stations via Dubai Pulse.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
2 inputs
linestring or null“Optional line filter (Red, Green, Route 2020).”limitinteger“Max records.”
- rta_search_bus_routesreads or searches
“Search Dubai bus routes via Dubai Pulse.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
3 inputs
route_numberstring or nulloriginstring or nulllimitinteger
- rta_salik_tariffreads or searches
“Return Salik toll tariff reference data.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world yes
Takes no inputs.
- rta_gtfs_static_urlreads or searches
“Return download details for the RTA GTFS static feed.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
“List every UAE business bank in the curated dataset.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- bank_detailsreads or searches
“Get the full curated record for a UAE business bank.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input, 1 required
bank_idstringrequired“Bank id slug.”
- bank_recommendationreads or searches
“Recommend UAE business banks based on industry, minimum balance budget, and onboarding speed.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
6 inputs
industrystring“Business industry category.”budget_min_balance_aedinteger or null“Maximum minimum-balance the founder can accept (filters out banks above this).”speed_priorityboolean“True if onboarding speed matters more than min balance (favours digital banks).”tierstring or null“Optional filter, one of "digital", "traditional", "international".”is_high_riskboolean“Force the high-risk warning even if industry is not in the auto-list.”limitinteger“Maximum results (1 to 20, default 5).”
- dul_eligibilityreads or searches
“Report Dubai Unified Licence (DUL) bank integration and coverage.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
bank_idstring or null“Bank id slug to check (e.g., "emirates_nbd", "fab", "ruya").”free_zonestring or null“Dubai free zone name or slug.”
- aml_requirementsreads or searches
“Return AML/CFT requirements for a business category.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
business_categorystring
- emiratisation_requirementsreads or searches
“Return MOHRE Emiratisation targets and non-compliance charges.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
employee_countinteger or null“Optional workforce size to flag the applicable band.”
- ubo_filing_guidereads or searches
“Return UBO (Ultimate Beneficial Owner) filing requirements.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- pdpl_compliancereads or searches
“Return data protection compliance details for a UAE jurisdiction.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
jurisdictionstring“One of "uae_federal" (Federal Decree-Law 45/2021), "difc" (DIFC Law 5/2020), "adgm" (ADGM DPR 2021).”
- cost_of_living_overviewreads or searches
“Headline cost-of-living ranges across rent, utilities, groceries, transport, and schooling, plus a sample monthly budget for a single person, a couple, and a family of four.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
“Annual rent range (AED) for an area and bedroom size.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
areastring“Area name, case-insensitive (e.g.”bedroomsstring“One of: studio, 1BR, 2BR.”
- dewa_bill_estimatereads or searches
“Typical monthly DEWA bill for a unit size, with the housing-fee explanation and the electricity slab table.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
unit_sizestring“One of: studio, 1BR, 2BR, 3BR.”seasonstring“One of: summer, winter.”
- salik_toll_estimatereads or searches
“Deterministic Salik toll (AED) for a time of day using the official variable-pricing windows.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
time_of_daystring“24-hour HH:MM, e.g.”daystring“'weekday' or 'sunday' (Sunday has a flat toll outside the free window).”
- grocery_estimatereads or searches
“Monthly and weekly grocery ranges plus the staples basket.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
household_sizestring“One of: single, couple, family_of_four.”
- school_fee_estimatereads or searches
“British-curriculum annual school fee range plus the KHDA fee rules, including the 2026-27 fee freeze (no increase allowed that year).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
stagestring“One of: foundation_primary, primary, secondary.”
- fuel_price_guidereads or searches
“Monthly UAE fuel prices in AED per litre (Super 98, Special 95, E-Plus 91, diesel): the Fuel Price Committee mechanism, the latest September 2026 snapshot, and historical August and July comparisons.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- createapps_championshipreads or searches
“Return Create Apps Championship details for the current cycle.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
“Return submission guidance for Create Apps Championship.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- dcde_programsreads or searches
“Look up Dubai Chamber of Digital Economy programs.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
program_idstring or null“Optional program id, e.g., "dubai_founders_hq", "antler_residency", "frwrdx", "unicorn_30", "create_apps_championship", "canva_partnership".”
- chamber_membershipreads or searches
“Return Dubai chamber membership rules.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- startup_eventsreads or searches
“List Dubai and UAE startup and tech events.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
categorystring or null“Optional substring filter on event type or name.”
- gitex_inforeads or searches
“Return GITEX Global 2026 details and venue.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- ens_calendarreads or searches
“Return Expand North Star 2026 calendar.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- attestation_guidereads or searches
“Explain UAE document attestation routes and an illustrative foreign-document chain.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
document_typestring“One of: personal, commercial, degree, marriage, birth, power_of_attorney.”home_countrystring or null“Optional source country for context.”
- pro_services_estimatereads or searches
“Estimate annual PRO service cost.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
3 inputs
visas_per_yearinteger“How many visa transactions are expected per year.”license_renewals_per_yearinteger“How many license renewals per year.”use_retainerboolean“True to force a monthly retainer estimate.”
- legal_translation_estimatecalculates or converts
“Estimate legal translation cost based on page count and urgency.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs, 1 required
pagesintegerrequired“Number of pages.”same_dayboolean“True for same-day turnaround (25 to 50% uplift).”
- chamber_of_commerce_inforeads or searches
“Return Dubai Chamber of Commerce membership and Certificate of Origin info.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- setup_timeline_estimatereads or searches
“Return realistic end-to-end timelines for a Dubai setup.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- common_founder_mistakesreads or searches
“List 10 common founder mistakes that break Dubai setups.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
categorystring or null“Optional substring filter on the mistake title or id.”
- list_free_zonesreads or searches
“List every Dubai free zone in the curated dataset.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- free_zone_detailsreads or searches
“Get the full curated record for a single free zone by id.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input, 1 required
free_zone_idstringrequired“Free zone id slug (e.g., "ifza", "dmcc", "difc_innovation", "jafza", "dafza", "meydan", "dubai_south", "dso_dtec", "tecom", "dhcc", "dpc_dsc", "difc_full").”
- compare_free_zonesreads or searches
“Compare Dubai free zones for a specific use case and return a ranked shortlist.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
6 inputs
activitystring or null“Optional activity description (informational).”budget_aedinteger or null“Filter to free zones with initial license at or under this.”visa_countinteger“Minimum visa quota required.”needs_physical_officeboolean“True to exclude virtual-only zones.”sectorstring or null“Optional sector substring filter (e.g., "tech", "healthcare").”limitinteger“Maximum results (1 to 50).”
- list_offshorereads or searches
“List Dubai-relevant offshore options (JAFZA Offshore, RAK ICC).”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- accelerator_searchreads or searches
“Search UAE accelerators and incubators by sector, cost, and location.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
3 inputs
sectorstring or null“Optional sector filter (e.g., "fintech", "tech", "media").”free_onlyboolean“True to return only records explicitly verified free.”locationstring or null“Optional location filter (e.g., "Dubai", "Abu Dhabi").”
- vc_listreads or searches
“List active UAE / MENA VCs by stage and sector.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
stagestring or null“Optional stage focus, one of: pre_seed, seed, series_a, series_b, growth.”sectorstring or null“Optional sector substring (e.g., "fintech", "saas").”
- grant_programsreads or searches
“List UAE government grant and funding support programs.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
grant_typestring or null“Optional type filter (accelerator_support_and_credit_guarantee, venture_fund, support_programs_and_loan_route, interest_free_business_loans_and_nonfinancial_su…”
- portal_guidereads or searches
“Look up a UAE government portal by id or by keyword.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
portal_idstring or null“Portal id slug, e.g., "uae_pass", "basher", "invest_in_dubai", "emaratax", "mohre", "gdrfa_dubai", "icp", "u_ae", "dubai_now", "dubai_rest", "developer_dubai".”keywordstring or null“Substring search across portal name, type, and operator.”
- halal_certificationreads or searches
“Return UAE halal certification guidance.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
product_categorystring or null“Optional filter on the products list.”
- moiat_requirementsreads or searches
“Return MOIAT registration fees and timeline for Halal Certification Bodies.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- trademark_registrationreads or searches
“Return UAE trademark registration steps, fees, and timeline.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
2 inputs
is_smeboolean“True only for a qualifying member of the UAE National Programme for SMEs.”expeditedboolean“True to replace the AED 750 regular examination with the AED 2,250 one-day expedited examination (AED 1,500 net surcharge).”
- ip_protectionreads or searches
“Return UAE IP protection guidance.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
ip_typestring“One of "trademark", "patent", "copyright".”
- parking_zonesreads or searches
“Dubai Parkin zones, tariffs, VAT, free periods, and mParking shortcode.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
Takes no inputs.
- nol_card_guidereads or searches
“Nol card guide and RTA fare structure.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
1 input
card_typestring or null“Optional card type filter substring.”
- setup_advisorreads or searches
“Recommend the best jurisdiction for setting up a business in Dubai.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
6 inputs, 2 required
activitystringrequired“Business activity description (e.g., "SaaS", "consulting", "trading", "ecommerce").”budget_aedintegerrequired“Total first-year budget in AED for setup, license, visas, and bank account.”needs_local_tradeboolean“True if the business expects to conduct customer-facing or other licensed activity onshore in Dubai.”needs_visaboolean“True if the founder needs a UAE residence visa from this license.”visa_countinteger“How many visas the company needs in total.”industrystring“Industry category.”
- corporate_tax_estimatecalculates or converts
“Estimate UAE corporate tax liability under Federal Decree-Law 47 of 2022.”
Publisher declares: read-only yes · destructive no · idempotent yes · open-world no
5 inputs, 1 required
annual_taxable_income_aedintegerrequired“Annual taxable income in AED.”is_free_zoneboolean“True if the entity is in a free zone.”qfzp_qualifying_pctinteger“Percentage of income that is Qualifying Activity income (0 to 100).”industrystring“Industry category.”is_qfzpboolean or null“Explicit QFZP status, including when qualifying income is zero.”
Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. The first 100 of 120 tools are listed. Read 2026-10-23.
How well are its tools described?
Features #4 and #5
How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.
Descriptions
AI reading of each description
- Says what the tool does
- 100% of 120 tools
- Says what it returns
- 73% of 117 tools
- States limits, defaults or errors
- 24% of 110 tools
- Says when to use it
- 2% of 119 tools
- Items covered per tool
- 2.0 of 4 on average
Counted from the listing
- Parameters with a description
- 95% of 202
- Tools with a description
- 100% of 120
- Typical description length
- 171 characters
The tool set
Counted from the listing
- Tools
- 120
- Size of the list
- about 21,490 tokens for an agent to load (characters ÷ 4)
- Naming
- 119 of 120 names use snake_case
AI reading: easy to mix up
No pair found.
The AI items cover 120 of 120 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none, comparing tools within groups of 40. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.
How do I add it to my client?
Config from the registry entry
From the PyPI package mcp-dubai
Our sandbox started this package on 2026-10-23 (a read-only session: no tool was called).
Add to CursorAn install link in the format Cursor documents, holding the Cursor config below. The command runs the publisher’s code on your machine.
Claude Desktop · claude_desktop_config.json (Settings → Developer → Edit Config)
{
"mcpServers": {
"mcp-dubai": {
"command": "uvx",
"args": [
"mcp-dubai==0.4.0"
]
}
}
}Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json
{
"mcpServers": {
"mcp-dubai": {
"command": "uvx",
"args": [
"mcp-dubai==0.4.0"
]
}
}
}VS Code · .vscode/mcp.json
{
"servers": {
"mcp-dubai": {
"type": "stdio",
"command": "uvx",
"args": [
"mcp-dubai==0.4.0"
]
}
}
}VS Code (command line) · Bash or zsh terminal (macOS, Linux)
code --add-mcp '{"name":"mcp-dubai","type":"stdio","command":"uvx","args":["mcp-dubai==0.4.0"]}'Claude Code
claude mcp add --transport stdio mcp-dubai -- uvx mcp-dubai==0.4.0
Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+
npx @modelcontextprotocol/inspector@2.11.0 -- uvx mcp-dubai==0.4.0
- Optional settings the entry also lists (left out above): MCP_DUBAI_PULSE_CLIENT_ID, MCP_DUBAI_PULSE_CLIENT_SECRET, MCP_DUBAI_WAQI_TOKEN, MCP_DUBAI_LOG_LEVEL.
- This runs the publisher's code on your machine (uvx). Read its README first.
- The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.
Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.
Can it be installed, and is it up to date?
Version pin · advisories
Listed version
- Registry lists
- 0.4.0
- Latest stable
- 0.4.0
- Status
- current
- Withdrawn
- no
Source: pypi.org · 2026-10-23. About the version the registry lists; a manual install may resolve to a different one.
Dependency advisories
Counted in the full dependency tree as resolved on 2026-10-23 (OSV.dev). Bars share one scale. The package itself has no known vulnerability (OSV.dev).
Integrity, provenance, license
- Integrity
- sha256-99d93797173d76bc0…
- License
- MIT
Source: the package registry · 2026-10-23.
Usage
- Downloads
- 31 in the last month
Source: pypistats.org · 2026-10-23.
Does the registry listing match what we found?
Feature #6The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.
| Registry says | We found | Result | Source · date |
|---|---|---|---|
| Published package can be started | Started and answered | matches | our test · 2026-10-23 |
| Version 0.4.0 on PyPI | Exists and can be installed | matches | PyPI · 2026-10-23 |
| Repository github.com/mahdi-salmanzade/MCP-Dubai | Opens publicly | matches | api.github.com · 2026-10-23 |
Who made it?
Feature #7 · lineage
Facts about the publisher. We do not turn them into a trust score.
- Namespace
- io.github.mahdi-salmanzade
- GitHub owner
- a personal account (mahdi-salmanzade)
- Repository
- github.com/mahdi-salmanzade/MCP-Dubai
- Stars
- 6
- Repository age
- 181–365 days
- Last push
- 0–30 days ago
- Archived
- no
- Security policy
- none found (we looked for SECURITY.md in the repository and in its owner’s .github repository)
Source: the registry entry and api.github.com · 2026-10-23; security policy read from GitHub · 2026-10-23.
Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.
Choosing
Record checks
Public records · not a safety rating7 of 8 record checks met · 1 does not apply
- #14,689 of 15,112 packages by monthly downloads, tied with 1 other
- Not ranked by stars: 6 stars (ranked from 10)
- MetRegistry entry is active and says how to run itActive, with a package or a remote address.
- MetSource repository link opensThe linked GitHub repository is public.
- MetRepository is not archivedNot archived.
- MetCode pushed to the repository in the 90 days before our checkLast push 0-30 days before our check.
- Not metRepository publishes a security policy (SECURITY.md)No SECURITY.md in the places GitHub reads it from.
- MetPackage names its licence with a standard (SPDX) identifierMIT
- MetThe version the registry lists can be installed and is not withdrawnThe listed version exists and is current.
- Does not applynpm package carries build provenance (attestation)PyPI packages have no npm-style attestation.
- MetNo known critical or high advisory in the package or its dependenciesNone known in the package or its dependency tree.
Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-23. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards
Common questions about io.github.mahdi-salmanzade/mcp-dubai
Answered from the data aboveIs io.github.mahdi-salmanzade/mcp-dubai safe to install?
We do not rate servers as safe or unsafe. 7 of its 8 applicable record checks are met (facts from public records, each listed on this page). What the records show: Its source repository opens publicly. Its repository had a push in the last 90 days. The listed version is the latest stable release. The package itself has no known vulnerability (OSV.dev). Its full dependency tree has no known advisory. These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.
Has io.github.mahdi-salmanzade/mcp-dubai been security tested?
Partly. 2 of the 12 checks that apply to it were exercised. We started the package in an isolated sandbox and read what it declares, but this test round was read-only, so its tools were not called. No security verdict is published before verification.
What can io.github.mahdi-salmanzade/mcp-dubai do?
It lists 120 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, run code or commands, generate content and calculate or convert. We did not call any tool, so this describes the text, not the behaviour.
Can io.github.mahdi-salmanzade/mcp-dubai change or delete data?
None of its 120 tools is described as changing anything (our AI model's reading of the descriptions; nobody checked it by hand). We did not call any tool.
Does io.github.mahdi-salmanzade/mcp-dubai publish a security policy?
We found no SECURITY.md in its repository (root, .github/ or docs/) or in its owner's .github repository.
Is the listed version current?
Yes. The registry lists 0.4.0, the latest stable release on PyPI.
Where is the source code of io.github.mahdi-salmanzade/mcp-dubai?
In github.com/mahdi-salmanzade/MCP-Dubai, which opens publicly.
Found this page useful?
Anonymous · no sign-inA quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.
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Active servers whose topic is also “data-and-databases” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.
Compare with another server
Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.
Security testing
What did we test, and what did we leave out?
18 checks · features #1, #2
Not probed (read-only run)
We started the package in an isolated sandbox and read what it declares, but this test round was read-only, so its tools were not called. No security score is given; a check we did not run is never counted as passed.
- Inventory: exercised
- Hidden instructions: exercised
- Real execution: not run · our policy
- Secret leak: not run · nothing to check it against
- Internal addresses: not run · our policy
- Unconfirmed changes: not run · our policy
- Bad input: not run · our policy
- Model requests: not run · nothing to check it against
- Sensitive questions: not run · nothing to check it against
- Folder boundary: not run · our policy
- Log leaks: not run · nothing to check it against
- Hidden content: not run · nothing to check it against
- Fake assistant turns: not applicable
- Token passthrough: not applicable
- Token audience: not applicable
- Sign-in redirect: not applicable
- Consent handling: not applicable
- Sign-in metadata: not applicable
2 exercised10 not run (reason given)6 not applicable
Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 12 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.
- 1Inventory
tool-listReads the declared tools, resources and prompts.exercised - 2Hidden instructions
description-poisoningLooks for hidden instructions in tool descriptions.exercised
- 3Real execution
real-executionCalls a tool and checks what really happens.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy - 4Secret leak
canary-leakPlants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 5Internal addresses
ssrfChecks whether a tool can be steered to internal addresses.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy - 6Unconfirmed changes
write-without-confirmationChecks whether tools that change data act without asking.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy - 7Bad input
error-handlingSends bad input and watches how the server answers.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy - 8Model requests
samplingChecks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 9Sensitive questions
elicitation-sensitive-dataChecks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 10Folder boundary
root-boundaryChecks whether the server reaches outside the folders it was given.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy - 11Log leaks
logging-side-channelChecks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against - 12Hidden content
audience-hidingChecks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against
- 13Fake assistant turns
fake-assistant-turnChecks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable - 14Token passthrough
token-passthroughChecks whether the server forwards a user's token to other services.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable - 15Token audience
token-audience-validationChecks whether tokens meant for another service are accepted.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable - 16Sign-in redirect
open-redirectChecks the sign-in redirect for abuse.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable - 17Consent handling
confused-deputyChecks consent handling when one service acts for another.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable - 18Sign-in metadata
oauth-url-schemeChecks the published sign-in metadata for unsafe URLs.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
Source: our own test in an isolated sandbox, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.
What happened during the test?
Feature #8
The steps in order, as the test record holds them.
- 0 msStarted the published package in an isolated sandbox (read-only mode)
- 3,831 msConnected after 0 redirects.
- Read the inventory: 120 tools, 0 resources, 0 prompts.
- 4,409 msFinished: 2 checks exercised.
Reference
How is it classified?
18 fields
One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.
“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.
Cite or correct this page
Sources and corrections
Suggested citation
ProtocolProbe. “io.github.mahdi-salmanzade/mcp-dubai: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/io.github.mahdi-salmanzade/mcp-dubai
Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.
As JSON: this record in the API · API documentation.
Badge for your README
[](https://protocolprobe.com/mcp/servers/io.github.mahdi-salmanzade/mcp-dubai)
It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.
Something wrong, or is this yours?
If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.
Write to hello@protocolprobe.com · corrections log · methodology