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Bedcount MCP server

Which MCP servers are Bedcount'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 2026-11-01

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Whose server it is
  • Registry nameloans.studenthousing/studenthousing-loansverified in the MCP registry

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

When we asked itchecked 2026-11-01
  • Stateanswerschecked 2026-11-01
  • Tools3
  • Server calls itselfstudenthousing-loans
  • Server version1.0.0
  • Protocol version2025-06-18

On 2026-11-01 the server answered initialize and tools/list without a sign-in. First answer in 127 ms.

Should an agent connect itNot proven either way yet
  • Its tools do Size a student housing loan near a chosen campus, but not Check local rents and occupancy against the bed gap.
  • Checked on 4 of the 7 days it takes to judge reliability.

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: 4, the first on 2026-11-01
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 4 so far
  • What an agent can do with it1 of 2 use cases
  • Answeredmeasuring4 of the 7 daily checks it takes to print a share
  • Median first answer138 ms
  • Space in an agent's context≈ 1,434 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • not sure · Compare each campus's enrollment against college-controlled housing beds
  • can do · Size a student housing loan near a chosen campus
  • cannot · Check local rents and occupancy against the bed gap

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 offers3 tools · read 2026-11-01
  • get_campus

    One US four-year campus (3,000+ full-time students) from federal IPEDS data: fall 2024 enrollment (total, full-time, undergraduate, graduate, online share, change from 2023), college-controlled housing beds for 2024-25, beds per 100…

  • search_campuses

    Lists US four-year campuses (3,000+ full-time students) filtered by state, city, name words, sector, whether the college offers housing, Fannie Mae campus-size test, or minimum full-time enrollment, ranked by bed gap, enrollment, college…

  • size_loan

    The studenthousing.loans by-the-bed loan sizer: from beds, rent per bed, months collected, vacancy, expenses, reserves, value and your own interest rate, returns net operating income and the loan allowed by max LTV, min DSCR and an…

How to connect

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

{
  "mcpServers": {
    "studenthousing-loans": {
      "type": "http",
      "url": "https://studenthousing.loans/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http studenthousing https://studenthousing.loans/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://studenthousing.loans/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.