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Absorption: senior housing development demand, supply and math

Senior housing development and lease-up calculator

absorption_calc
Read-onlyIdempotent

Runs the Absorption development calculator on your inputs: total cost (land, hard, soft, construction interest, HUD fees), stabilized NOI, yield on cost and value, HUD 232 new construction loan (lowest of 90% of cost, the loan-to-value limit and 1.45x coverage), month-by-month lease-up to breakeven and stabilization, operating deficit and working capital escrows, and the equity left to fund. Unset inputs use the calculator page's example values.

Input Schema

NameRequiredDescriptionDefault
landNoLand cost, dollars.
unitsNoUnits or beds.
nonprofitNoNonprofit borrower with an operating track record (higher loan-to-value limit).
cap_rate_pctNoCap rate on stabilized NOI, % (your assumption).
building_typeNoAssisted living or memory care, or skilled nursing (sets the HUD loan-to-value limit).assisted_living
soft_cost_pctNoSoft costs as % of hard cost.
average_drawn_pctNoAverage share of the loan drawn during construction, % (for interest carry).
hud_note_rate_pctNoHUD 232 note rate, %.
hard_cost_per_unitNoHard cost per unit, dollars (your contractor's number; no public benchmark exists).
move_ins_per_monthNoNet move-ins per month.
construction_monthsNoConstruction period, months.
occupied_at_openingNoOccupied units at opening.
fixed_cost_per_monthNoFixed operating cost per month (staff, utilities, overhead carried from day one), dollars.
construction_rate_pctNoConstruction loan interest rate, %.
monthly_revenue_per_unitNoMonthly revenue per occupied unit, dollars.
stabilized_occupancy_pctNoStabilized occupancy, %.
variable_cost_per_unit_monthNoVariable cost per occupied unit per month, dollars.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent and non-destructive behavior, so the safety profile is covered. The description adds real value beyond them by disclosing the computation chain and the loan sizing rule (lowest of 90% of cost, LTV limit, 1.45x coverage) plus the example-default fallback. It stops short of describing the shape of the returned results.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core action is front-loaded in the opening clause, and every listed item corresponds to a real computed output. The single long sentence is dense and slightly run-on, but no clause is filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 17-parameter calculator with no output schema, the description does the important work of naming the outputs and explaining defaults, and the annotations cover safety. It still leaves the exact return structure and units unspecified, which is a minor gap given there is no output schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the per-parameter baseline is 3. The description goes beyond the schema by explaining that total cost bundles land, hard, soft, construction interest and HUD fees, and by spelling out the HUD 232 sizing logic and the default-to-example behavior, which clarifies how inputs interact.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Runs the Absorption development calculator') and enumerates the outputs it produces (yield on cost, HUD loan sizing, lease-up, escrows, equity). The purpose is unambiguous, though it never explicitly distinguishes itself from the sibling tools rank_states and state_demand_supply.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied by the calculator framing, and the closing note that unset inputs fall back to example values is useful operational guidance. However, there is no explicit when-to-use/when-not or steering toward alternatives, so an agent must infer the context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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