io.github.happyendpointhqPublished by GitHub account happyendpointhqv0.1.1Updated Oct 29, 2026
Real-time UAE property, retail and travel data: listings, transactions, rental yields, products.
Happy Endpoint's local MCP server; no sign-in required; STDIO; 10 tools.
No AI overview yet: these facts come from the registry entry and the server itself.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Follow the launch instructions in the repository.
An MCP server that gives Claude, Cursor, and other MCP clients direct access to real-time real estate, retail, and travel data. Ask questions in plain language and the assistant queries the APIs itself.
Beta. This is a 0.x release. Tools and their arguments may change before 1.0.
Built and maintained by Happy Endpoint.
Add to your MCP client config and restart it. No install step, npx fetches the
package on first run.
Get a key at rapidapi.com/user/happyendpoint. One key works across every API, and each has a free tier, but you subscribe to each one separately.
Some marketplaces expose a generic MCP endpoint that forwards raw REST calls. For simple cases that is fine. This server exists because four things go wrong when an assistant is handed raw endpoints.
Property search endpoints take a numeric location ID. Pass a wrong one and the API returns a different area rather than an error. The answer looks completely plausible and is about the wrong place.
This is not hypothetical. A published ID table for these endpoints had seven of nine areas wrong, with two major communities transposed.
Here, tools take place names. IDs are resolved internally, and every response echoes which area was actually matched:
Four different response shapes for closely related data:
Given three shapes for "title", a model will read the wrong field and state the result confidently. Everything is normalised to one shape here.
"Which area has the better rental yield" needs a sale search and a rent search
per area, medians over both, and a division. compare_rental_yields does it in
one call across up to eight areas. There is no endpoint for it.
Models choose badly among seventeen near-identical endpoint names. This exposes ten task-shaped tools with descriptions that say when to use them, including the distinction that trips up most analysis: listings are asking prices, transactions are what property actually sold for.
compare_rental_yields across four areas, 1-bed apartments:
get_transactions returns a computed summary alongside the rows:
Full catalogue at happyendpoint.com/library.
Rental prices are annual. These markets quote yearly rent, not monthly. The server labels it so the assistant does not divide by twelve without noticing.
Asking prices are not transaction prices. search_properties returns what
sellers want. get_transactions returns what buyers paid. For valuation, use
transactions.
get_property_details is slow, routinely over 30 seconds. The server allows
for it, but prefer search_properties when its fields suffice.
Gross yield is not net yield. Service charges, management, maintenance, and vacancy typically remove 2 to 3 percentage points. The tool says so in its output.
test-client.mjs connects over stdio, lists the tools, and calls several
against the live API.
Point your client at the local build:
No. Every API has a free tier, enough to try all the tools. Heavier use needs a paid plan on the specific APIs you use.
You are not subscribed to that particular API, or its quota is exhausted. The
error names the API and links its subscription page. list_available_apis shows
all of them.
Property tools are UAE-focused today. The wider catalogue covers the UK, Spain, Turkey, Singapore, Japan, and the US, and those will be added as tools. See happyendpoint.com/library.
No. It stays in your MCP client config, is read from the environment, and is sent only as an authentication header to the upstream API gateway.
Yes, through the language SDKs: happyendpoint on PyPI and happyendpoint-js.
Beta, 0.x. Tool names and arguments may change before 1.0. Pin a version if you need stability.
Happy Endpoint is an independent provider. This package is not affiliated with, endorsed by, sponsored by, or connected to any of the websites, platforms, retailers, or marketplaces whose data may be accessible through the underlying APIs.
All product names, brands, trademarks, and registered trademarks are the property of their respective owners. Any reference to them is descriptive only, to identify the subject matter of the data, and does not imply any association or endorsement.
Users are responsible for ensuring their use of any data complies with applicable laws and the terms of service of the relevant source.
Happy Endpoint builds and maintains real-time data APIs across real estate, ecommerce, retail, and travel.
MIT. See LICENSE.
Source: README.md at commit 577f128
Find property locations
Search UAE property locations by name. Returns matching areas, communities, and individual buildings with how many listings each has. Use this when a place name is ambiguous, or to discover what areas exist. Other property tools accept place names directly and resolve them for you, so you usually do not need to call this first.
limitqueryrequiredSearch property listings
Search UAE property listings for sale or rent by area, price, bedrooms, and type. Takes a place name, not an ID. Prices are AED; for rentals the price is the ANNUAL rent. Returns asking prices from current listings, which run higher than actual sale prices, so use get_transactions for what property really sold for.
pagepurposebedroomslocationrequiredpriceMaxpriceMinpropertyTypeGet full property details
Full record for one property: specification, amenities, agency, and location hierarchy. Needs an id from search_properties. This endpoint is slow, often over 30 seconds, so prefer search_properties when its fields are enough.
propertyIdrequiredSearch off-plan developments
Search off-plan and under-construction property projects in the UAE. Off-plan means not yet built, usually bought on a payment plan. Useful for questions about new developments, launches, and pre-handover payment terms.
pagelocationrequiredpriceMaxmaxPreHandoverPaymentGet historical property transactions
Actual recorded sale and rental transactions for a UAE area, with price per sqm and whether each was a first sale from the developer or a resale. This is what property really sold for, unlike search_properties which returns asking prices. Use this for valuation, market trends, and price-per-sqm questions.
pagepurposelocationrequiredtimePeriodCompare rental yields across areas
Calculate and compare gross rental yield for several UAE areas at once. Yield is annual rent divided by purchase price, the headline metric for buy-to-let investors. This is computed from live listings, not available as a single API call. Uses median asking prices, so treat it as a screening tool rather than a valuation.
bedroomslocationsrequiredpropertyTypeFind real estate agents
Find real estate agents active in a UAE area, with their agency and performance badges such as TruBroker. Useful for agent directories and for finding who is most active in a given community.
purposelocationrequiredSearch retail products
Search live retail product data by category. "beauty" covers cosmetics and skincare across the US, Canada, and France. "home" covers furniture and home goods across eight countries, and supports cross-country price comparison via countryCode.
queryrequiredcategoryrequiredcountryCodeSearch hotels
Search hotels by destination and dates, with prices and availability. Give dates as YYYY-MM-DD; they are converted to the format the API expects. The destination is resolved to an internal id automatically.
roomsadultscheckInrequiredcheckOutrequiredcurrencydestinationrequiredList available Happy Endpoint APIs
List the data sources this server can reach, and where to subscribe to each. Useful when a call fails because of a missing subscription, or to see what data is available.
Takes no parameters.
90% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
"What's the rental yield on a 1-bed in JVC versus Dubai Marina?""What did apartments in Business Bay actually sell for this year?""Find off-plan projects in Dubai Hills under 2 million with less than 50% before handover."{ "mcpServers": { "happyendpoint": { "command": "npx", "args": ["-y", "happyendpoint-mcp"], "env": { "RAPIDAPI_KEY": "your_rapidapi_key" } } }}"resolvedLocation": { "name": "Jumeirah Village Circle (JVC)", "id": "5416" }{ "totalTransactions": 3421, "summary": { "medianPricePerSqm": 15871, "minPricePerSqm": 7944, "maxPricePerSqm": 27013, "saleTypeBreakdown": { "Primary First Sale": 13, "Secondary Resale": 7 } }}git clone https://github.com/happyendpointhq/happyendpoint-mcpcd happyendpoint-mcpnpm installnpm run build
RAPIDAPI_KEY=your_key node test-client.mjs{ "mcpServers": { "happyendpoint-dev": { "command": "node", "args": ["/absolute/path/to/happyendpoint-mcp/dist/index.js"], "env": { "RAPIDAPI_KEY": "your_key" } } }}