Industry solutions and use cases
This tool is designed to support specific persona workflows. Choose your path to understand how property data maps to your business outcomes:- Lenders and AMCs (valuation)
- P&C insurers (risk and underwriting)
- Realtors and investors (market analytics)
Automate valuation and collateral review
- Comparable matching — Filter properties using
livingSquareFootageandactualYearBuiltto locate geographic comparables for appraisal reviews - MISMO compliance — Ensure structural characteristics align with FHFA appraisal datasets and MISMO v3.x container mappings
- Accessory units — Iterate through the
structurearray to identify multiple structures (ADUs, guest houses) on the parcel usingbuildingSequenceNumber
Industry standards alignment
Cotality property data conforms to the dominant industry standards used across mortgage, insurance, and real estate:- MISMO residential XML (v3.x) — The nested
structureelements map directly to theVALUATION_RESPONSE/VALUATION_ANALYSIS/PROPERTY/STRUCTUREcontainer.livingSquareFootagemaps to MISMO’sGrossLivingAreaSquareFeetattribute - ACORD P&C standards —
universalConstructionTypeCodemaps to the ACORDConstructionCodestandard;universalExternalWallCodeanduniversalRoofCoverCodemap to ACORD structural rating standards for risk underwriting - USPS publication 28 — Address fields (
streetNamePrefixDirection,streetNameSuffix,unitType) are pre-standardized using USPS postal addressing standards - OGC well-known text (WKT) — Building footprint geometry in the
footprintobject is returned in WKT format, compatible with ArcGIS, QGIS, PostGIS, and Leaflet
AI agent onboarding guidelines
When integrating this tool into LLM-powered agents or AI workflows, configure your agent’s system instructions with the following rules:Address fuzzy matching — If a user queries by address, always invoke
clip-find_property_by_address first. Use the returned clip to call pd-get_property_characteristics.Structure loop — Parcels can contain multiple structures. If the user asks about “the building,” check whether summaryNumberOfBuildings > 1. If so, iterate through the structure array and ask the user to clarify which building sequence they want.Modeled vs. recorded data — This tool returns actualYearBuilt on each structure from county
records. It does not tell you whether a year was modeled. If you need that signal, call
at-get_property_roof_age and check attributes.yearBuiltModeledIndicator; a value of 1 means
the year is a statistical estimate, not a county record.Recommended tool call sequence
This tool takes CLIPs, not addresses. Resolve the address first.pd-get_property_characteristics
Required scope: property:characteristics.
Retrieve comprehensive property characteristics data from Cotality for residential and commercial properties using CLIP identifiers.
When to use:
- You need detailed land, structure, or attribute data for one or more properties
- Performing property valuation or appraisal workflows
- Conducting real estate market analysis or comparables research
- Looking up owner information, tax assessments, or zoning details
- Verifying building specifications, construction details, or amenities
- “Compare characteristics of properties with CLIPs 111111111 and 222222222”
- “Find building square footage and year built for CLIP 555555555”
- “Retrieve owner information and land use for CLIP 999999999”
Input schema
Each CLIP must be a non-empty string consisting only of numeric characters (e.g.
["123456789", "987654321"]). The tool supports batch queries with multiple CLIPs.Example request
Output schema
Each item indata is a flat property record — clip plus promoted scalar fields plus the owner, structure, lot, landDimension, topography, and attributes collections. See Response envelope and Property record.
Response envelope
Both fields are always present in a successful response. There is no
success or
messages field — failure is signalled by an MCP error carrying a ToolError payload. See
Response envelope and MCP tool errors.
A CLIP that matches no property is not an error. You receive a successful response with
count of 0 and an empty data array. When you submit several CLIPs, only the ones that
matched are returned — compare count against the number you sent.Property record
Each object in thedata array is a flat property record. The upstream propertyCharacteristics,
land, and propertyAttributes wrappers are removed before the data reaches you, and their scalar
fields are promoted to the top level. All fields are optional and are omitted when no value is
available.
Identity and ownership
Building summary
Aggregate counts and square footages across every building on the parcel.Zoning, pool, and parcel map
Geography
Utilities
Parcel-level utility and service codes.View and location influence
Land
Nested collections
Land detail arrays
Lot
All fields are optional and are omitted when no value is available.LandDimension
All fields are optional and are omitted when no value is available.LandTopography
All fields are optional and are omitted when no value is available.Structure fields
Thestructure array contains one record per building on the parcel. Each Structure object carries top-level building attributes and several nested detail objects. All fields are optional and are omitted when no value is available.
Top-level structure fields
All fields are optional and are omitted when no value is available.Nested structure objects
EachStructure record may contain the following nested objects. All are optional and omitted when no value is available.
Attic
All fields are optional and are omitted when no value is available.Basement
All fields are optional and are omitted when no value is available.Bathroom
All fields are optional and are omitted when no value is available.Ceiling
All fields are optional and are omitted when no value is available.Commercial
All fields are optional and are omitted when no value is available.Dimensions
All fields are optional and are omitted when no value is available.SquareFootageDetail
All fields are optional and are omitted when no value is available.Footprint
All fields are optional and are omitted when no value is available.FinishComponents
All fields are optional and are omitted when no value is available.Fireplace
All fields are optional and are omitted when no value is available.StructureFunctionalComponents
All fields are optional and are omitted when no value is available.GarageParking
All fields are optional and are omitted when no value is available.StructureImprovement
All fields are optional and are omitted when no value is available.ImprovementFeature
All fields are optional and are omitted when no value is available.OtherStructureImprovement
All fields are optional and are omitted when no value is available.PatioPorch
All fields are optional and are omitted when no value is available.StructureResidential
All fields are optional and are omitted when no value is available.StructureRooms
All fields are optional and are omitted when no value is available.StructureStories
All fields are optional and are omitted when no value is available.StructuralComponents
All fields are optional and are omitted when no value is available.Owner fields
owner is an array of flattened owner records. The upstream ownerDetails and ownerAddress
wrappers are removed: name fields are promoted as-is, and mailing address fields are promoted with
an owner prefix — address1 becomes ownerAddress1, city becomes ownerCity, and so on. The
nested foreignAddress object is flattened to a single ownerForeignAddressFull string. All
fields are optional and are omitted when no value is available.
Niche attributes
Theattributes object groups lower-frequency parcel and building fields, most of them commercial
or legal. The object is omitted entirely when none of its fields has a value.
Sample response
The record is flat: land, summary, location, and utility fields sit at the top level alongside theowner, structure, lot, landDimension, topography, and attributes collections.
Errors and limits
This tool returns the standard MCPToolError object on failure — code, message, and
retryable. Only retry when retryable is true.
There is no
NOT_FOUND code on this tool. A CLIP that matches no property is returned as a
successful response with count of 0 — check count, do not wait for an error.429 handling.
Related
- CLIP tools — resolve an address to a CLIP before calling this tool
- Climate risk analytics — roof age and climate exposure for the same CLIP
- Market and trend analytics — market context for the surrounding geography
- Response envelope — the
dataandcountshape