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FairSqft MCP server

Which MCP servers are FairSqft's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-28

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Whose server it is
  • Registry namecom.fairsqft/dubai-propertyverified in the MCP registry

The registry name sits under fairsqft.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-28
  • Stateanswerschecked 2026-10-28
  • Tools8
  • Server calls itselffairsqft
  • Server version0.1.0
  • Protocol version2025-06-18

On 2026-10-28 the server answered initialize and tools/list without a sign-in. First answer in 207 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: check a Dubai listing against registered DLD sales; compare typical sale prices across Dubai communities; look up recent rents for a villa segment.
  • Checked on 5 of the 7 days it takes to judge reliability.

Once connected

  • For "check a Dubai listing against registered DLD sales", the likely first call is check_price.
  • For "look up recent rents for a villa segment", the likely first call is estimate_rent.
  • Parameters are untyped or undescribed in 3 of 8 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 5, the first on 2026-10-28
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 5 so far
  • What an agent can do with it3 of 3 use cases
  • Answeredmeasuring5 of the 7 daily checks it takes to print a share
  • Median first answer248 ms
  • Space in an agent's context≈ 1,530 tokensthe definitions of all its tools (8), which an agent carries on every turn
  • Tool definitionsA · 94 of 100
  • Typed results0 of 8 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 3 of 8

What an agent can do with it

  • can do · check a Dubai listing against registered DLD sales
  • can do · compare typical sale prices across Dubai communities
  • can do · look up recent rents for a villa segment

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers8 tools · read 2026-10-28
  • list_areas

    Dubai areas covered, with data freshness and coverage level.

  • get_area_snapshot

    Price and rent ranges from registered DLD deals and Ejari contracts, with sample sizes, 12-month forecast interval and our public backtest. Abstains when the sample is too small.

  • check_price

    Compares an asking price or rent against the fair range from real closed deals in the same segment.

  • get_comparables

    Recent registered sales in the segment: date, price, size, type.

  • estimate_rent

    Rent range from new Ejari contracts started in the last 12 months, with n.

  • get_market_trend

    Quarterly sale and rent index for the area.

  • get_broker_guides

    Broker-attributed facts about the area (author BRN, date, source), only those published with the broker's permission.

  • start_brief

    Prepares a Brief Battle request: brokers in the area compete for 72 hours with real units, ranked against DLD fair value. Returns a link the buyer opens to confirm and submit; nothing is sent until the buyer confirms.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "dubai-property": {
      "type": "http",
      "url": "https://fairsqft.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http fairsqft https://fairsqft.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://fairsqft.com/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.