Read-only remote MCP server providing commercial building value index, metro trade labor costs, and construction economics benchmarks across 108 US metro areas.
Scored across 3 tools
The three tools target distinct scopes: a single building scenario, a market/geographic aggregation, and dataset metadata. The two estimate_* tools could be momentarily confused because both return opportunity estimates, but their descriptions clearly distinguish building-level benchmarking from conditional market aggregation.
All tools use a consistent snake_case verb_noun pattern: estimate_building_opportunity, estimate_market_opportunity, and list_supported_trades. The convention is predictable and easy to scan.
Three tools are well-scoped for a read-only benchmark dataset: one for building-level estimates, one for market-level estimates, and one for supported-trade metadata. Each tool has a clear place, with no redundant endpoints.
The core estimate workflows are covered, along with trade/evidence limits, but there is no obvious way to discover supported building types, states, or metros before calling the estimate tools. That discovery gap could cause avoidable failed queries, though agents may work around it through trial and error.
Returns one scope-labeled property opportunity for a trade and building type within a named US state or metro. It is a benchmark scenario, not a quote.
| Name | Required | Description | Default |
|---|---|---|---|
| trade | Yes | Canonical trade key, such as hvac, electrical, plumbing, roofing, or cleaning. | |
| geography | Yes | State name, state FIPS, metro name, or metro GEOID. | |
| building_type | Yes | Canonical building segment, such as office, industrial, hospitality, healthcare, or multifamily. |
Returns a state or metro opportunity only when the canonical model permits aggregation. Conditional projects remain withheld rather than becoming zero.
| Name | Required | Description | Default |
|---|---|---|---|
| trade | Yes | Canonical trade key. | |
| geography | Yes | State name, state FIPS, metro name, or metro GEOID. |
Lists the trades and evidence limits available from Level’s canonical building-opportunity dataset.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
estimate_building_opportunityestimate_market_opportunitylist_supported_trades
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