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ALF Atlas MCP server

Which MCP servers are ALF Atlas'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 nameloan.hudassistedliving/hudassistedliving-loanverified in the MCP registry

The registry name sits under hudassistedliving.loan. 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
  • Tools4
  • Server calls itselfalf-atlas
  • 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 114 ms.

Should an agent connect itNot proven either way yet
  • Its tools do every use case we checked: look up state licensing rules and licensed facility counts; review active HUD 232 assisted living loans by state.
  • Checked on 2 of the 7 days it takes to judge reliability.

Once connected

  • For "look up state licensing rules and licensed facility counts", the likely first call is get_state_assisted_living_licensing.
  • For "review active HUD 232 assisted living loans by state", the likely first call is get_hud_232_assisted_living_loans.

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: 2, the first on 2026-11-01
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
  • What an agent can do with it2 of 2 use cases
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer204 ms
  • Space in an agent's context≈ 993 tokensthe definitions of all its tools (4), which an agent carries on every turn
  • Tool definitionsA · 100 of 100
  • Typed results0 of 4 toolsdeclared outputSchema: results come typed, read once
  • Every tool passes all six checks.

What an agent can do with it

  • can do · look up state licensing rules and licensed facility counts
  • can do · review active HUD 232 assisted living loans by state

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 offers4 tools · read 2026-11-01
  • get_state_assisted_living_licensing

    Who licenses assisted living in a US state or DC: the licensing agency, the state's license types (including dementia or memory care licenses where the state has them), the official program page, and whether the state publishes a…

  • get_assisted_living_supply

    How much assisted living a state has: licensed facilities and capacity from the state's own list (13 states publish one with capacity), facilities with 20+ beds, memory care capacity where listed, and CDC/NCHS survey estimates…

  • get_hud_232_assisted_living_loans

    FHA-insured HUD Section 232 assisted living loans from HUD's active-loan file: a state's (or the US) count, outstanding balance, median note rate, loans at 5%+, endorsements since FY2001, and the loans themselves (property, city, units…

  • rank_states_assisted_living

    Ranks the 50 states and DC on one measure: licensed capacity or facilities from state lists (13 states), CDC residential care communities, beds, residents, dementia-unit or Medicaid-certified share, or HUD 232 assisted living activity…

How to connect

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

{
  "mcpServers": {
    "hudassistedliving-loan": {
      "type": "http",
      "url": "https://hudassistedliving.loan/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http hudassistedliving https://hudassistedliving.loan/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://hudassistedliving.loan/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.