Gulf Data MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| APIFY_TOKEN | Yes | Your Apify API token, copied from Console → Settings → Integrations. The server runs scrapers on your own Apify account, so each call uses your token. |
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
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| dubai_property_transactionsA | Official Dubai Land Department (DLD) registered property transactions for a date range, aggregated by community, property type, sub-type (flat, villa, office...) and first sale vs resale: transaction count, total value (AED), total area, price per sqm, average price. Dates are YYYY-MM-DD. English and Arabic names. Source: dubailand.gov.ae public data. |
| gulf_jobsA | Current job listings in a Gulf country from LinkedIn, NaukriGulf, Bayt and GulfTalent in one search, with duplicates merged. Each job has title, company, location, posted date, the boards it appears on with links, seniority and job function. Bayt and GulfTalent are best effort. |
| gold_priceA | Live gold and silver prices in any currency (ISO codes like AED, INR, SAR, PKR, USD): per ounce, gram, kilo, tola and 10 grams, with 24k/22k/21k/18k/14k prices. Based on COMEX futures and live FX rates (market price, before jewellers' making charges). Optional daily history. |
| amazon_best_sellersA | Amazon Best Sellers / New Releases / Movers & Shakers rankings for any of 21 marketplaces (marketplace = domain suffix: ae, sa, in, com, co.uk, de, co.jp, sg...). Categories are slugs from Best Sellers URLs (electronics, kitchen, beauty, toys-and-games, books...). Each product has rank, title, brand, ASIN, price, rating and URL. |
| noon_productsB | Search Noon, the largest marketplace in the UAE, Saudi Arabia and Egypt: product title, brand, price, discount, rating, seller and URL for a search query. |
| web_searchA | Search the web (DuckDuckGo) and return ranked results with title, URL, snippet and date, plus each result page's main text as clean Markdown (when fetch_page_content is true), trimmed to max_chars_per_page. Use it to ground answers in current sources and cite them. |
| web_to_markdownA | Convert web pages to clean, LLM-ready Markdown (navigation, ads and cookie banners removed) with title, date and an approximate token count. JavaScript-heavy pages are rendered automatically. Set crawl_site to follow same-domain links (capped by max_pages). |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 7 tools
Each tool targets a clearly different resource: Gulf jobs, Dubai property transactions, precious metals, Amazon rankings, Noon search, web search, and page conversion. The only mild overlap is between web_search (which can return page text when fetch_page_content is true) and web_to_markdown, which both can produce page content. amazon_best_sellers and noon_products are both commerce tools but differ in marketplace and function (rankings vs. keyword search), so they are distinguishable.
All names are consistently lowercase snake_case with no camelCase or style mixing. However, the convention shifts between resource-noun names (gulf_jobs, gold_price, amazon_best_sellers, noon_products, dubai_property_transactions) and verb-style action names (web_search, web_to_markdown), so there is no single verb_noun pattern throughout.
Seven tools is well within the ideal 3-15 range and each tool corresponds to a distinct data source or utility with no filler. The set is tightly scoped around Gulf/regional data plus general web grounding utilities.
For a read-only data aggregation server, the surface covers jobs, property transactions, metals, two marketplaces, and generic web retrieval, which is solid lifecycle coverage for its stated purpose. Minor gaps exist (e.g., property listings rather than only registered transactions, no non-gold FX or broader regional datasets), but web_search and web_to_markdown let an agent work around most of them.