MCP server · Staircase

elephant

Exposes the Elephant property data graph — county datasets, oracle property records, JSON Schemas, geospatial lookups, and read-only SQL — to AI agents.

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Provider: Staircase Type: Documentation link Transport: stdio Host: github.com

Documentation

https://github.com/elephant-xyz/elephant-mcp

Documentation link · transport stdio

Tools

listClassesByDataGroup — Lists classes attached to an Elephant data group, including friendly names and descriptions.
listPropertiesByClassName — Returns schema property keys for a class.
getPropertySchema — Fetches the full JSON Schema for a specific property and class combination.
getVerifiedScriptExamples — Returns working examples of code that maps data to the Elephant schema (text-embedding search).
findPropertiesInArea — Returns properties whose centroid falls inside a user-supplied bounding box or polygon.
sumPropertyValueInArea — Sums AVM (automated valuation model) values within geographic boundaries.
queryProperties — Runs a read-only SQL SELECT/WITH over a county's query-table (view "properties") via embedded DuckDB.
getPropertyQuerySchema — Returns query-table columns and types.
getOracleProperty — Fetches the full consolidated record for one property (by parcel id, property id, or CID).
listOracleProperties — Paginated per-county property listing.
getOracleDatasetInfo — Per-county dataset summary (property count, export time, source) plus per-source coverage.
getPropertyPermits — On-demand permit harvesting for parcels.

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