DFX Real Estate Intelligence

What DFX has learned since your last call

changes_since

Read-onlyIdempotent

A feed of what is NEW since a cursor, ordered by when DFX learned it rather than by when it happened. The first call, made without a cursor, returns ZERO events and a starting position by design; a later call with that cursor returns what DFX learned in between. It answers what is new, not what exists. Filter by event type, state, or a specific property or parcel id. Deterministic and indexed, so frequent polling is cheap. Free. HISTORICAL FAMILIES DO FLOW THROUGH HERE. This feed is ordered by when DFX LEARNED a fact, not when the fact happened, so a foreclosure that occurred months ago and was ingested today arrives in today's delta. A distress or sales feed built on this works.

Input Schema

TableJSON Schema

Name	Required	Description
`limit`	No	Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one page and more rows are available immediately with the returned cursor. The cursor is the last row on the page, never the present moment, so nothing is skipped.
`since`	No	Opaque cursor from a previous call. Unset on the first call, which establishes a position and returns no events by design.
`state`	No	Two letter state code
`dfx_id`	No	With `domain`: watch one entity (a dfx id on that domain's graph).
`domain`	No	An intelligence domain instead of real estate; with it, `since` is an ISO timestamp.
`event_type`	No	One served event family.
`place_dfx_id`	No	Watch one property or parcel
`include_scheduled`	No	With `domain`: also return rows whose occurrence date is after today (novelty SCHEDULED_FUTURE), such as an announced closing date. Default false.
`include_historical`	No	With `domain`: also return rows DFX first saw in the window that occurred before it (novelty NEWLY_OBSERVED_HISTORICAL) and rows seeded when the domain's tape was created. Default false. Real estate rows are labelled with novelty but not filtered.

Schema Changelog

Changes observed during successful MCP inspections.

Changed4 schema fields changedOct 10, 2026

changedInput schema / properties / dfx_id / description

Previous value: -"With `domain`: watch one entity (dfx:fo:, dfx:isi: or dfx:vc: id)."New value: +"With `domain`: watch one entity (a dfx id on that domain's graph)."

changedInput schema / properties / domain / enum

Previous value: -[
-  "family_office",
-  "independent_sponsor",
-  "venture_capital"
-]New value: +[
+  "allocators",
+  "family_office",
+  "independent_sponsor",
+  "private_credit",
+  "private_equity",
+  "real_estate_funds",
+  "ria",
+  "venture_capital"
+]

addedInput schema / properties / include_historical

Added value: +{
+  "default": false,
+  "description": "With `domain`: also return rows DFX first saw in the window that occurred before it (novelty NEWLY_OBSERVED_HISTORICAL) and rows seeded when the domain's tape was created. Default false. Real estate rows are labelled with novelty but not filtered.",
+  "type": "boolean"
+}

addedInput schema / properties / include_scheduled

Added value: +{
+  "default": false,
+  "description": "With `domain`: also return rows whose occurrence date is after today (novelty SCHEDULED_FUTURE), such as an announced closing date. Default false.",
+  "type": "boolean"
+}

Changed1 schema field changedOct 9, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEED_RECORDED",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "FORECLOSURE_FILED",
-  "LEASE_EXPIRING",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "LOAN_STATUS_CHANGED",
-  "OWNERSHIP_CHANGED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PORTFOLIO_CONTRACTED",
-  "PORTFOLIO_EXPANDED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "TAX_LIEN_LISTED",
-  "USE_CONVERSION_PERMITTED",
-  "VACANT_FORECLOSURE_REGISTERED",
-  "ZONING_EVENT"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEED_RECORDED",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "FORECLOSURE_FILED",
+  "LEASE_EXPIRING",
+  "LOAN_MATURED",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "LOAN_STATUS_CHANGED",
+  "OWNERSHIP_CHANGED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PORTFOLIO_CONTRACTED",
+  "PORTFOLIO_EXPANDED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "TAX_LIEN_LISTED",
+  "USE_CONVERSION_PERMITTED",
+  "VACANT_FORECLOSURE_REGISTERED",
+  "ZONING_EVENT"
+]

Changed1 schema field changedOct 8, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "FORECLOSURE_FILED",
-  "LEASE_EXPIRING",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "LOAN_STATUS_CHANGED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PORTFOLIO_CONTRACTED",
-  "PORTFOLIO_EXPANDED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "TAX_LIEN_LISTED",
-  "USE_CONVERSION_PERMITTED",
-  "VACANT_FORECLOSURE_REGISTERED",
-  "ZONING_EVENT"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEED_RECORDED",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "FORECLOSURE_FILED",
+  "LEASE_EXPIRING",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "LOAN_STATUS_CHANGED",
+  "OWNERSHIP_CHANGED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PORTFOLIO_CONTRACTED",
+  "PORTFOLIO_EXPANDED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "TAX_LIEN_LISTED",
+  "USE_CONVERSION_PERMITTED",
+  "VACANT_FORECLOSURE_REGISTERED",
+  "ZONING_EVENT"
+]

Changed1 schema field changedOct 5, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "FORECLOSURE_FILED",
-  "LEASE_EXPIRING",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "LOAN_STATUS_CHANGED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PORTFOLIO_CONTRACTED",
-  "PORTFOLIO_EXPANDED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "TAX_LIEN_LISTED",
-  "USE_CONVERSION_PERMITTED",
-  "VACANT_FORECLOSURE_REGISTERED"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "FORECLOSURE_FILED",
+  "LEASE_EXPIRING",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "LOAN_STATUS_CHANGED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PORTFOLIO_CONTRACTED",
+  "PORTFOLIO_EXPANDED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "TAX_LIEN_LISTED",
+  "USE_CONVERSION_PERMITTED",
+  "VACANT_FORECLOSURE_REGISTERED",
+  "ZONING_EVENT"
+]

Changed1 schema field changedOct 5, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "FORECLOSURE_FILED",
-  "LEASE_EXPIRING",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PORTFOLIO_CONTRACTED",
-  "PORTFOLIO_EXPANDED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "TAX_LIEN_LISTED",
-  "USE_CONVERSION_PERMITTED",
-  "VACANT_FORECLOSURE_REGISTERED"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "FORECLOSURE_FILED",
+  "LEASE_EXPIRING",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "LOAN_STATUS_CHANGED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PORTFOLIO_CONTRACTED",
+  "PORTFOLIO_EXPANDED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "TAX_LIEN_LISTED",
+  "USE_CONVERSION_PERMITTED",
+  "VACANT_FORECLOSURE_REGISTERED"
+]

Changed1 schema field changedSep 24, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "LEASE_EXPIRING",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PORTFOLIO_CONTRACTED",
-  "PORTFOLIO_EXPANDED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "USE_CONVERSION_PERMITTED"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "FORECLOSURE_FILED",
+  "LEASE_EXPIRING",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PORTFOLIO_CONTRACTED",
+  "PORTFOLIO_EXPANDED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "TAX_LIEN_LISTED",
+  "USE_CONVERSION_PERMITTED",
+  "VACANT_FORECLOSURE_REGISTERED"
+]

Changed4 schema fields changedSep 13, 2026

changedInput schema / properties / domain / description

Previous value: -"Ask an intelligence domain instead of real estate; then `since` is an ISO timestamp."New value: +"An intelligence domain instead of real estate; with it, `since` is an ISO timestamp."

changedInput schema / properties / event_type / description

Previous value: -"One family. Same vocabulary as search_property_events."New value: +"One served event family."

changedInput schema / properties / limit / description

Previous value: -"Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one call: go again immediately with the returned cursor rather than waiting for your next poll interval. The cursor is the last row on the page, never the present moment, so nothing is skipped by doing so."New value: +"Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one page and more rows are available immediately with the returned cursor. The cursor is the last row on the page, never the present moment, so nothing is skipped."

changedInput schema / properties / since / description

Previous value: -"Opaque cursor from a previous call. Omit on the first call to establish a position; that call returns no events by design."New value: +"Opaque cursor from a previous call. Unset on the first call, which establishes a position and returns no events by design."

Changed2 schema fields changedSep 12, 2026

addedInput schema / properties / dfx_id

Added value: +{
+  "description": "With `domain`: watch one entity (dfx:fo:, dfx:isi: or dfx:vc: id).",
+  "type": "string"
+}

addedInput schema / properties / domain

Added value: +{
+  "description": "Ask an intelligence domain instead of real estate; then `since` is an ISO timestamp.",
+  "enum": [
+    "family_office",
+    "independent_sponsor",
+    "venture_capital"
+  ],
+  "type": "string"
+}

Changed1 schema field changedSep 11, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "LEASE_EXPIRING",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "USE_CONVERSION_PERMITTED"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "LEASE_EXPIRING",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PORTFOLIO_CONTRACTED",
+  "PORTFOLIO_EXPANDED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "USE_CONVERSION_PERMITTED"
+]

Changed1 schema field changedSep 9, 2026

addedInput schema / properties / limit / description

Added value: +"Max 50. A full page sets `complete: false` in the envelope, which means the backlog was longer than one call: go again immediately with the returned cursor rather than waiting for your next poll interval. The cursor is the last row on the page, never the present moment, so nothing is skipped by doing so."

Changed1 schema field changedSep 7, 2026

changedInput schema / properties / event_type / enum

Previous value: -[
-  "BANKRUPTCY_EVENT",
-  "CERTIFICATE_OF_OCCUPANCY",
-  "COMPANY_CONTRACTED",
-  "COMPLIANCE_PERIOD_ENDING",
-  "DEMOLITION_FILED",
-  "DISTRESS_FLAG_RAISED",
-  "FORECLOSURE_EVENT",
-  "LEASE_EXPIRING",
-  "LEASE_TERM_REVISED",
-  "LOAN_MATURITY_SCHEDULED",
-  "LOAN_MODIFIED",
-  "PERMIT_ISSUED",
-  "PERMIT_STATUS_CHANGED",
-  "PROPERTY_SOLD",
-  "SUBSIDY_CONTRACT_EXPIRING",
-  "USE_CONVERSION_PERMITTED"
-]New value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "LEASE_EXPIRING",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "USE_CONVERSION_PERMITTED"
+]

Changed3 schema fields changedSep 1, 2026

addedInput schema / properties / event_type / description

Added value: +"One family. Same vocabulary as search_property_events."

addedInput schema / properties / event_type / enum

Added value: +[
+  "BANKRUPTCY_EVENT",
+  "CERTIFICATE_OF_OCCUPANCY",
+  "COMPANY_CONTRACTED",
+  "COMPLIANCE_PERIOD_ENDING",
+  "DEMOLITION_FILED",
+  "DISTRESS_FLAG_RAISED",
+  "FORECLOSURE_EVENT",
+  "LEASE_EXPIRING",
+  "LEASE_TERM_REVISED",
+  "LOAN_MATURITY_SCHEDULED",
+  "LOAN_MODIFIED",
+  "PERMIT_ISSUED",
+  "PERMIT_STATUS_CHANGED",
+  "PROPERTY_SOLD",
+  "SUBSIDY_CONTRACT_EXPIRING",
+  "USE_CONVERSION_PERMITTED"
+]

changedInput schema / properties / since / description

Previous value: -"Opaque cursor from a previous call. Omit on the first call to establish a position."New value: +"Opaque cursor from a previous call. Omit on the first call to establish a position; that call returns no events by design."

First observedSep 1, 2026

TDQS

Score is being calculated.

All DFX Real Estate Intelligence tools Inspect

Try in Browser

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

What DFX has learned since your last call

Input Schema

Schema Changelog

TDQS

Glama MCP Gateway

Resources