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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Knowledge & memory

Bedcount: student housing data by campus

By studenthousing.loans Verified namespace

IPEDS enrollment, college housing beds and bed gap at 693 US campuses, plus a loan sizer.

Website
Connect to Bedcount: student housing data by campus
Checks passed
13 / 22

1 failed · 8 not measured

Median response
102 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
3

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 102 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name studenthousing-loans.

  • Pass
    Lists tools

    tools/list returned 3 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 102 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 102 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    28 of 28 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-01T22:12:54.106262Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Bedcount: student housing data by campus

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http bedcount-student-housing-data-by-campus https://studenthousing.loans/mcp

Capabilities

Tools 3

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 full-time students, the bed gap, typical housing and food charges, aid-office housing budgets, and whether it meets Fannie Mae's 10,000-student campus-size test. Find it by name (with optional state) or IPEDS UNITID.

Discovered
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 beds, beds per 100 students or housing charge. Each row gives fall 2024 enrollment, 2024-25 college-controlled beds, bed gap, housing charge and the campus page link.

Discovered
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 optional debt yield, the maximum loan (the smallest), which test binds, annual debt service and loan per bed. Presets are Freddie Mac's published student housing LTV/DSCR tiers.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected102 ms3

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