ALF Atlas MCP
A free, read-only MCP server providing AI assistants with access to assisted living licensing data, licensed supply statistics, CDC estimates, and active HUD Section 232 loan details by state. It enables agents to query licensing agencies, facility capacity, and loan metrics without requiring authentication.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://hudassistedliving.loan/mcpWhat you can do with it
- Query state assisted living licensing agencies and license types
- Retrieve licensed facility supply and CDC capacity estimates
- Find active HUD 232 assisted living loan details and balances
- Rank states by licensed capacity, beds, or loan dollars outstanding
Source and maintenance
Protocol and capabilities
- Server
- alf-atlas 1.0.0
- MCP protocol
- 2025-06-18
- Tools
- 4 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {
"listChanged": false
}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
4 advertised
get_state_assisted_living_licensing — Assisted living licensing in a state
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 downloadable facility list (link, format, date). Checked against each agency's site.
{
"type": "object",
"required": [
"state"
],
"properties": {
"state": {
"type": "string",
"pattern": "^[A-Za-z .]{2,30}$",
"maxLength": 30,
"minLength": 2,
"description": "US state or DC: two-letter code (e.g. TX) or full name (e.g. \"Texas\")."
}
},
"additionalProperties": false
}{
"title": "Assisted living licensing in a state",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}get_assisted_living_supply — Assisted living supply in a state or the US
How much assisted living a state has: licensed facilities and capacity from the state's own list (13 states publish one with capacity), facilities with 20+ beds, memory care capacity where listed, and CDC/NCHS survey estimates (communities, beds, residents, ownership, dementia, Medicaid) beside the US figures. Omit state for US totals.
{
"type": "object",
"properties": {
"state": {
"type": "string",
"pattern": "^[A-Za-z .]{2,30}$",
"maxLength": 30,
"minLength": 2,
"description": "US state or DC: two-letter code (e.g. TX) or full name (e.g. \"Texas\"). Omit for the US."
}
},
"additionalProperties": false
}{
"title": "Assisted living supply in a state or the US",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}get_hud_232_assisted_living_loans — HUD Section 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, note rate, balance, endorsed, maturity, FHA number). Filter by name, type or minimum rate.
{
"type": "object",
"properties": {
"name": {
"type": "string",
"maxLength": 60,
"minLength": 2,
"description": "Part of a property name or city as HUD lists it, e.g. \"Regency\" or \"Huntsville\"."
},
"sort": {
"enum": [
"balance",
"rate",
"maturity",
"endorsed"
],
"type": "string",
"default": "balance",
"description": "Sort order: balance (largest first), rate (highest first), maturity (soonest first), endorsed (newest first)."
},
"limit": {
"type": "integer",
"default": 10,
"maximum": 20,
"minimum": 1,
"description": "Loans to return, 1 to 20 (page with offset for more)."
},
"state": {
"type": "string",
"pattern": "^[A-Za-z .]{2,30}$",
"maxLength": 30,
"minLength": 2,
"description": "US state or DC: two-letter code (e.g. TX) or full name (e.g. \"Texas\"). Omit to search every state."
},
"offset": {
"type": "integer",
"default": 0,
"maximum": 2000,
"minimum": 0,
"description": "Skip this many loans (paging)."
},
"min_rate": {
"type": "number",
"maximum": 15,
"minimum": 0,
"description": "Only loans with a note rate at or above this percent, e.g. 5."
},
"facility_type": {
"enum": [
"assisted_living",
"board_and_care",
"all"
],
"type": "string",
"default": "assisted_living",
"description": "HUD facility type. Default assisted_living."
}
},
"additionalProperties": false
}{
"title": "HUD Section 232 assisted living loans",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}rank_states_assisted_living — Rank states by assisted living supply or HUD loans
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 (active loans, outstanding balance, loans at 5%+, endorsements since FY2001). Returns value, rank and state page.
{
"type": "object",
"required": [
"metric"
],
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 51,
"minimum": 1,
"description": "States to return, 1 to 51."
},
"order": {
"enum": [
"desc",
"asc"
],
"type": "string",
"default": "desc",
"description": "desc = largest first (default), asc = smallest first."
},
"metric": {
"enum": [
"licensed_capacity",
"state_list_facilities",
"cdc_communities",
"cdc_beds",
"cdc_residents",
"cdc_dementia_unit_pct",
"cdc_medicaid_certified_pct",
"active_hud_alf_loans",
"hud_alf_outstanding",
"hud_alf_loans_at_5pct_plus",
"hud_alf_endorsed_since_fy2001"
],
"type": "string",
"description": "What to rank by."
}
},
"additionalProperties": false
}{
"title": "Rank states by assisted living supply or HUD loans",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 642 ms
- 95th percentile latency
- 642 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 642 ms · metadata changed · 4 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http alf-atlas-mcp https://hudassistedliving.loan/mcpCodex
codex mcp add alf-atlas-mcp --url https://hudassistedliving.loan/mcpCursor
{
"mcpServers": {
"alf-atlas-mcp": {
"url": "https://hudassistedliving.loan/mcp"
}
}
}Cline
{
"mcpServers": {
"alf-atlas-mcp": {
"type": "streamableHttp",
"url": "https://hudassistedliving.loan/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"alf-atlas-mcp": {
"type": "http",
"url": "https://hudassistedliving.loan/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http alf-atlas-mcp https://hudassistedliving.loan/mcpClaude Desktop
{
"mcpServers": {
"alf-atlas-mcp": {
"url": "https://hudassistedliving.loan/mcp"
}
}
}Windsurf
{
"mcpServers": {
"alf-atlas-mcp": {
"serverUrl": "https://hudassistedliving.loan/mcp"
}
}
}Let your agent find its tools
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