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worldcastr-remote
U.S. property forecasts, public benchmarks, and permit or environmental context through MCP.
Tools
44
GitHub stars
—
Installs / wk
—
Licence
—
Transport
stdio, streamable-http
Last checked
27h ago
Tools & capabilities
44 toolsRead from the running server on 27h ago.
forecast_by_address
read-only
yearaddress*
Get probabilistic home value forecasts for a US street address. Returns P10/P50/P90 bands, appreciation %, reliability score, and 5-year fan chart. Best coverage: Houston metro are… Get probabilistic home value forecasts for a US street address. Returns P10/P50/P90 bands, appreciation %, reliability score, and 5-year fan chart. Best coverage: Houston metro area.
forecast_by_county
read-only
fips*
Get county-level probabilistic forecasts by 5-digit FIPS. Nationwide coverage. Good for market-level analysis. Get county-level probabilistic forecasts by 5-digit FIPS. Nationwide coverage. Good for market-level analysis.
forecast_by_h3_cell
read-only
yearh3_id*
Get neighborhood-level forecasts by H3 hex cell ID at resolution 8. Houston metro only. Prefer forecast_by_tabblock or forecast_by_tract for new integrations. Get neighborhood-level forecasts by H3 hex cell ID at resolution 8. Houston metro only. Prefer forecast_by_tabblock or forecast_by_tract for new integrations.
forecast_by_parcel
read-only
acct*
Get lot-level probabilistic forecasts by county tax parcel account number. Coverage: Florida statewide + Houston metro. Returns P10/P25/P50/P75/P90 fan chart across 1-5 year horizo… Get lot-level probabilistic forecasts by county tax parcel account number. Coverage: Florida statewide + Houston metro. Returns P10/P25/P50/P75/P90 fan chart across 1-5 year horizons.
forecast_by_state
read-only
fips*
Get state-level probabilistic forecasts by 2-digit FIPS. All 50 US states. Use for macro market selection. Get state-level probabilistic forecasts by 2-digit FIPS. All 50 US states. Use for macro market selection.
forecast_by_tabblock
read-only
geoid*
Get sub-neighborhood probabilistic forecasts by US Census tabulation block GEOID20 (15 digits). Coverage: NYC (32K tabblocks) and Houston metro (34K tabblocks). Highest geographic… Get sub-neighborhood probabilistic forecasts by US Census tabulation block GEOID20 (15 digits). Coverage: NYC (32K tabblocks) and Houston metro (34K tabblocks). Highest geographic resolution available.
forecast_by_tract
read-only
geoid*
Get neighborhood-level probabilistic forecasts by US Census tract GEOID20 (11 digits). Coverage: Florida + Houston via jurisdiction model; all ~82K US tracts via ACS nationwide mod… Get neighborhood-level probabilistic forecasts by US Census tract GEOID20 (11 digits). Coverage: Florida + Houston via jurisdiction model; all ~82K US tracts via ACS nationwide model. Useful for cross-market analysis.
forecast_by_unit
read-only
acct*include_siblings
Get unit-level forecasts by assessor account. Finest resolution - individual condo units, SFRs, townhouses. Use include_siblings=true to get all units in the same condo building. C… Get unit-level forecasts by assessor account. Finest resolution - individual condo units, SFRs, townhouses. Use include_siblings=true to get all units in the same condo building. Coverage: Florida + Houston.
forecast_by_zcta
read-only
zcta*
Get ZIP-level probabilistic forecasts by 5-digit ZCTA. Coverage: ~20,000 ZCTAs nationwide via ACS model with 6-year horizon (0-72 months). Use this for quick cross-market ZIP-level… Get ZIP-level probabilistic forecasts by 5-digit ZCTA. Coverage: ~20,000 ZCTAs nationwide via ACS model with 6-year horizon (0-72 months). Use this for quick cross-market ZIP-level comparisons.
forecast_by_zip3
read-only
zip3*
Get ZIP3-level forecasts (first 3 ZIP digits). 6,210 areas nationwide. Mid-size geography between ZCTA and county. Get ZIP3-level forecasts (first 3 ZIP digits). 6,210 areas nationwide. Mid-size geography between ZCTA and county.
get_analytics_events
read-only
dayslimitpage_pathevent_name
Get published aggregate product-event statistics with personally identifying fields removed. Get published aggregate product-event statistics with personally identifying fields removed.
get_api_status
read-only
Get the current published Worldcastr API health status. Get the current published Worldcastr API health status.
get_api_usage
read-only
Get usage statistics for the active Worldcastr API identity. Get usage statistics for the active Worldcastr API identity.
get_backtest_scores
read-only
targetbenchmark_id
Retrieve public-safe benchmark score summaries such as model-vs-persistence tables. Returns asset IDs, artifact IDs, model version labels, and per-target score rows. Retrieve public-safe benchmark score summaries such as model-vs-persistence tables. Returns asset IDs, artifact IDs, model version labels, and per-target score rows.
get_benchmark_dataset
read-only
asset_id*
Get the catalog entry for one Worldcastr public-data or benchmark asset by asset_id. Use this to discover the right REST path before calling vintages, backtests, or source manifest… Get the catalog entry for one Worldcastr public-data or benchmark asset by asset_id. Use this to discover the right REST path before calling vintages, backtests, or source manifests.
get_benchmark_result
read-only
targetbenchmark_id*
Get one canonical benchmark result by benchmark_id. Returns standardized score rows, evaluation cutoff metadata, reproducibility references, and benchmark-only labeling. Get one canonical benchmark result by benchmark_id. Returns standardized score rows, evaluation cutoff metadata, reproducibility references, and benchmark-only labeling.
get_census_bps_county_monthly
read-only
kindyearlimitmonthhistorysummary
+2
Query normalized Census Building Permits Survey county-month rows from Worldcastr's public R2-backed permit surface. Use this for independently verifiable county permit totals, mon… Query normalized Census Building Permits Survey county-month rows from Worldcastr's public R2-backed permit surface. Use this for independently verifiable county permit totals, monthly settlement checks, and builder/market data workflows.
get_county_outlook
read-only
fips*
Get the published county outlook metrics for a 5-digit county FIPS code. Get the published county outlook metrics for a 5-digit county FIPS code.
get_data_artifact
read-only
artifact_id*
Get metadata for one reviewed public artifact by artifact_id. Returns format, media type, owner asset, retrieval metadata, and the canonical download path. Get metadata for one reviewed public artifact by artifact_id. Returns format, media type, owner asset, retrieval metadata, and the canonical download path.
get_data_asset
read-only
asset_id*
Get one canonical data-asset record by asset_id. Returns surface coverage, canonical contracts, provenance, access policy, and related artifact or provenance links. Get one canonical data-asset record by asset_id. Returns surface coverage, canonical contracts, provenance, access policy, and related artifact or provenance links.
get_data_coverage
read-only
Summarize source, panel, source-to-geography index, and coverage-map posture across the source inventory. Returns counts by tier, status, family, geography, resolution, license sta… Summarize source, panel, source-to-geography index, and coverage-map posture across the source inventory. Returns counts by tier, status, family, geography, resolution, license status, panel lineage, coverage geometry role, native-boundary status, and top coverage-map regions.
get_data_schema
read-only
schema_id*
Get one canonical schema definition by schema_id, including its JSON Schema definition and the data families or assets that reference it. Get one canonical schema definition by schema_id, including its JSON Schema definition and the data families or assets that reference it.
get_data_source
read-only
source_id*
Get one original data source by source_id, including official outbound URLs, source family, panel links, provenance metadata, and access policy. Get one original data source by source_id, including official outbound URLs, source family, panel links, provenance metadata, and access policy.
get_entity
read-only
entity_id*entity_type
Get canonical metadata for one geography entity such as a tract, county, ZCTA, state, or tabblock. Returns normalized IDs, labels, parent hierarchy, and source asset links. Get canonical metadata for one geography entity such as a tract, county, ZCTA, state, or tabblock. Returns normalized IDs, labels, parent hierarchy, and source asset links.
get_epa_echo_npdes_outfalls
read-only
limitstatestatussummarycomponentpermit_id
+3
Query normalized EPA ECHO ICIS-NPDES outfall, facility, permit-status, and compliance context rows from Worldcastr's public R2-backed environmental permit surface. Use this for pub… Query normalized EPA ECHO ICIS-NPDES outfall, facility, permit-status, and compliance context rows from Worldcastr's public R2-backed environmental permit surface. Use this for public construction stormwater, wastewater, waterbody, permit-component, and current-violation screening; full ICIS limits, effluent, and violation tables still need separate normalization before settlement use.
get_epa_echo_npdes_sewer_overflow_history
read-only
yearlimitstatesummarypermit_idevent_type
+4
Query normalized EPA ECHO NPDES all-version sewer overflow and bypass event rows from Worldcastr's public R2-backed environmental permit surface. Use this for public amendment/repl… Query normalized EPA ECHO NPDES all-version sewer overflow and bypass event rows from Worldcastr's public R2-backed environmental permit surface. Use this for public amendment/replacement history by permit, state, year, event type, volume, current-report flag, and replacing payload IDs; add refresh/checksum policy before autonomous settlement.
get_epa_echo_npdes_sewer_overflows
read-only
yearlimitstatesummarypermit_idevent_type
+2
Query normalized EPA ECHO NPDES current sewer overflow and bypass event rows from Worldcastr's public R2-backed environmental permit surface. Use this for public event context by p… Query normalized EPA ECHO NPDES current sewer overflow and bypass event rows from Worldcastr's public R2-backed environmental permit surface. Use this for public event context by permit, state, year, event type, volume, and coordinates; add refresh/checksum policy before autonomous settlement.
get_epa_echo_npdes_violations
read-only
yearlimitstatesummarycategorypermit_id
+4
Query normalized EPA ECHO ICIS-NPDES non-effluent violation rows from Worldcastr's public R2-backed environmental permit surface. Use this for permit-schedule, compliance-schedule,… Query normalized EPA ECHO ICIS-NPDES non-effluent violation rows from Worldcastr's public R2-backed environmental permit surface. Use this for permit-schedule, compliance-schedule, and single-event violation context by permit, state, year, violation code, RNC status, and linked-enforcement counts; full effluent violations, limits, and detailed enforcement action expansion still need separate normalization before settlement use.
get_fast41_projects
read-only
limitstatesectorstatussummaryproject_id
+1
Query normalized FAST-41 federal permitting project inventory rows from Worldcastr's public R2-backed permit surface. Use this for project status, sector, agency, state, and locati… Query normalized FAST-41 federal permitting project inventory rows from Worldcastr's public R2-backed permit surface. Use this for project status, sector, agency, state, and location filters; do not use it for milestone-date settlement until the full FAST-41 dataset is normalized.
get_forecast_vintage
read-only
targetvintage_id*
Get one canonical public forecast vintage by vintage_id. Returns grouped same-vintage public forecast series with provenance-heavy labeling for benchmark use. Get one canonical public forecast vintage by vintage_id. Returns grouped same-vintage public forecast series with provenance-heavy labeling for benchmark use.
get_geography_crosswalk
read-only
source_entity_id*source_entity_typetarget_entity_type
Resolve canonical geography crosswalk rows such as tract-to-county, tract-to-state, tract-to-ZCTA, or tabblock-to-tract mappings. Resolve canonical geography crosswalk rows such as tract-to-county, tract-to-state, tract-to-ZCTA, or tabblock-to-tract mappings.
get_panel_lineage
read-only
panel_id*source_id
Get the source-to-panel lineage for a canonical panel. Returns source roles, join keys, transforms, output fields, and official source URLs. Get the source-to-panel lineage for a canonical panel. Returns source roles, join keys, transforms, output fields, and official source URLs.
get_permit_zoning_readiness
read-only
summarymarket_idsource_id
Get permit, zoning, energy, and public-record data readiness metadata. Use this before building permit/zoning markets or agent workflows; it reports verified R2 evidence, gaps, and… Get permit, zoning, energy, and public-record data readiness metadata. Use this before building permit/zoning markets or agent workflows; it reports verified R2 evidence, gaps, and whether raw rows are exposed.
get_provenance
read-only
provenance_id*
Get one reviewed provenance manifest or source ledger by provenance_id. Returns retrieval and publication metadata, benchmark role, summary counts, and any public-safe details. Get one reviewed provenance manifest or source ledger by provenance_id. Returns retrieval and publication metadata, benchmark role, summary counts, and any public-safe details.
get_public_forecast_vintage
read-only
targetvintage_idsupport_level
Retrieve validated public forecast vintage rows, starting with the Arizona OEO Maricopa 2022 county-control fixture. Every row carries provenance and benchmark-only labeling. Retrieve validated public forecast vintage rows, starting with the Arizona OEO Maricopa 2022 county-control fixture. Every row carries provenance and benchmark-only labeling.
get_source_coverage_map
read-only
Return the public source coverage GeoJSON layer used by the interactive docs map. Features carry public reference boundaries or generalized selection regions, associated source IDs… Return the public source coverage GeoJSON layer used by the interactive docs map. Features carry public reference boundaries or generalized selection regions, associated source IDs, official upstream URLs, panel links, readiness, license metadata, and geometry notes.
list_benchmark_datasets
read-only
phaseasset_classpublic_readiness
List Worldcastr benchmark and public-data assets. Returns release phase, support level, benchmark role, and the recommended public surface for each asset. List Worldcastr benchmark and public-data assets. Returns release phase, support level, benchmark role, and the recommended public surface for each asset.
list_benchmark_sources
read-only
asset_idinclude_details
List reviewed public benchmark source manifests and their provenance metadata. List reviewed public benchmark source manifests and their provenance metadata.
list_data_assets
read-only
visibilitydata_familypublic_statusinventory_asset
List the canonical Worldcastr data-asset catalog across public, metadata-only, restricted, and unavailable rows. Use this to discover the full standardized surface, not just curren… List the canonical Worldcastr data-asset catalog across public, metadata-only, restricted, and unavailable rows. Use this to discover the full standardized surface, not just currently launched endpoints.
list_data_schemas
read-only
schema_iddata_family
List canonical Worldcastr schema contracts from the public schema bundle. Use this to discover dataset, provenance, panel, forecast, benchmark, and artifact contract IDs. List canonical Worldcastr schema contracts from the public schema bundle. Use this to discover dataset, provenance, panel, forecast, benchmark, and artifact contract IDs.
list_data_sources
read-only
panel_idsource_iddata_familysource_statuslicense_statuspublic_readiness
List original data sources used, staged, or reviewed for Worldcastr panels. Returns official outbound source URLs, source tier, source status, panel links, license status, and publ… List original data sources used, staged, or reviewed for Worldcastr panels. Returns official outbound source URLs, source tier, source status, panel links, license status, and public readiness.
list_public_records_acquisition
read-only
lane_idgeographysource_familycurrent_statusrecords_law_gate
List metadata-only public-records acquisition evidence lanes. Returns durable cloud evidence, public-route checks, records-law gate posture, holdbacks, and next safe action without… List metadata-only public-records acquisition evidence lanes. Returns durable cloud evidence, public-route checks, records-law gate posture, holdbacks, and next safe action without exposing raw payloads or send-ready request copy.
list_source_coverage_index
read-only
panel_idsource_idsource_familylicense_statuspublic_readinesscoverage_feature_id
+2
List source-to-coverage geography index rows. Returns one row per source with coverage feature IDs, declared geography, coverage geometry role, reference boundary IDs/names when av… List source-to-coverage geography index rows. Returns one row per source with coverage feature IDs, declared geography, coverage geometry role, reference boundary IDs/names when available, native-boundary review status, official URLs, and geometry redistribution policy.
list_training_runs
read-only
yearlimitjurisdiction