此 MCP 可以做什么
Provides probabilistic property and market forecasts at address, parcel, unit, tract, ZIP, county, state, and other geographic levels, plus permit, benchmark, and environmental data.
功能
工具
44
工具
forecast_by_address
Forecast by Address
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['address'], 'properties': {'year': {'type': 'number', 'description': 'Target forecast year (2026-2030, default: 2030)'}, 'address': {'type': 'string', 'description': "US street address, e.g. '5000 Westheimer Rd Houston TX 77056'"}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_county
Forecast by County
Get county-level probabilistic forecasts by 5-digit FIPS. Nationwide coverage. Good for market-level analysis.
只读
幂等
输入模式
{'type': 'object', 'required': ['fips'], 'properties': {'fips': {'type': 'string', 'description': '5-digit county FIPS. Harris County TX=48201, LA=06037, Manhattan=36061, Miami-Dade=12086, Cook County IL=17031, King County WA=53033.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_h3_cell
Forecast by H3 Cell (Houston)
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['h3_id'], 'properties': {'year': {'type': 'number', 'description': 'Target forecast year (default: 2026)'}, 'h3_id': {'type': 'string', 'description': "H3 cell ID at resolution 8, e.g. '882a100c65fffff'"}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_parcel
Forecast by Parcel ID
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['acct'], 'properties': {'acct': {'type': 'string', 'description': "County tax parcel account number. Florida: dash-separated (e.g. '00404328020003500'). Houston HCAD: 10-13 digits."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_state
Forecast by State
Get state-level probabilistic forecasts by 2-digit FIPS. All 50 US states. Use for macro market selection.
只读
幂等
输入模式
{'type': 'object', 'required': ['fips'], 'properties': {'fips': {'type': 'string', 'description': '2-digit state FIPS. TX=48, FL=12, NY=36, CA=06, IL=17, WA=53.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_tabblock
Forecast by Census Tabulation Block
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['geoid'], 'properties': {'geoid': {'type': 'string', 'description': "15-digit Census GEOID20 (state 2 + county 3 + tract 6 + block 4). NYC example: '360050002000001'. Houston example: '480717106001022'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_tract
Forecast by Census Tract
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['geoid'], 'properties': {'geoid': {'type': 'string', 'description': "11-digit Census tract GEOID20 (state 2 + county 3 + tract 6). Example: '48201231400' (Harris County, TX). '36061023100' (Manhattan, NY)."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_unit
Forecast by Individual Unit
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['acct'], 'properties': {'acct': {'type': 'string', 'description': "Assessor account. FL DOR: '00404328020003500'. Houston HCAD: 10-13 digits."}, 'include_siblings': {'type': 'boolean', 'description': 'Return all condo sibling units (same condo_group). Default: false.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_zcta
Forecast by ZIP Code (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 comparisons.
只读
幂等
输入模式
{'type': 'object', 'required': ['zcta'], 'properties': {'zcta': {'type': 'string', 'description': "5-digit ZCTA / ZIP code. Examples: '77056' (Houston Galleria), '10001' (Manhattan), '94110' (SF Mission), '60614' (Chicago Lincoln Park)."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
forecast_by_zip3
Forecast by ZIP3
Get ZIP3-level forecasts (first 3 ZIP digits). 6,210 areas nationwide. Mid-size geography between ZCTA and county.
只读
幂等
输入模式
{'type': 'object', 'required': ['zip3'], 'properties': {'zip3': {'type': 'string', 'description': 'First 3 digits of ZIP. Houston=770, Manhattan=100, Miami=331, Chicago=606, SF=941, Seattle=981, LA=900.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_analytics_events
Get Analytics Events
Get published aggregate product-event statistics with personally identifying fields removed.
只读
幂等
输入模式
{'type': 'object', 'properties': {'days': {'type': 'number', 'description': 'Optional lookback in days.'}, 'limit': {'type': 'number', 'description': 'Optional maximum number of records.'}, 'page_path': {'type': 'string', 'description': 'Optional page-path filter.'}, 'event_name': {'type': 'string', 'description': 'Optional event-name filter.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_api_status
Get API Status
Get the current published Worldcastr API health status.
只读
幂等
输入模式
{'type': 'object', 'properties': {}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_api_usage
Get API Usage
Get usage statistics for the active Worldcastr API identity.
只读
幂等
输入模式
{'type': 'object', 'properties': {}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_backtest_scores
Get Backtest Scores
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'target': {'type': 'string', 'description': "Optional target filter such as 'total_population'."}, 'benchmark_id': {'type': 'string', 'description': "Optional benchmark identifier, e.g. 'acs_cutoff2016_horizon8_maricopa_realized_acs'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_benchmark_dataset
Get Benchmark Dataset
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['asset_id'], 'properties': {'asset_id': {'type': 'string', 'description': "Stable Worldcastr asset identifier, e.g. 'backtest.public_vintage_oeo_maricopa_2022'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_benchmark_result
Get Benchmark Result
Get one canonical benchmark result by benchmark_id. Returns standardized score rows, evaluation cutoff metadata, reproducibility references, and benchmark-only labeling.
只读
幂等
输入模式
{'type': 'object', 'required': ['benchmark_id'], 'properties': {'target': {'type': 'string', 'description': "Optional target filter such as 'total_population'."}, 'benchmark_id': {'type': 'string', 'description': "Canonical benchmark identifier such as 'acs_cutoff2016_horizon8_maricopa_realized_acs'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_census_bps_county_monthly
Census BPS County Monthly Permits
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'kind': {'enum': ['current_month', 'year_to_date'], 'type': 'string', 'description': 'Census BPS file kind. Defaults to current_month.'}, 'year': {'type': 'number', 'description': 'Optional four-digit survey year. Supply together with month unless history=true.'}, 'limit': {'type': 'number', 'description': 'Maximum rows to return, capped at 5000. Defaults to 100.'}, 'month': {'type': 'number', 'description': 'Optional survey month, 1-12. Supply together with year unless history=true.'}, 'history': {'type': 'boolean', 'description': 'If true, returns a county time series across available partitions. Requires county_fips.'}, 'summary': {'type': 'boolean', 'description': 'If true, returns manifest and partition metadata without row payloads.'}, 'state_fips': {'type': 'string', 'description': "Optional 2-digit state FIPS filter, e.g. '48' for Texas."}, 'county_fips': {'type': 'string', 'description': "Optional 5-digit county FIPS, e.g. '48201' for Harris County, TX."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_county_outlook
Get County Outlook
Get the published county outlook metrics for a 5-digit county FIPS code.
只读
幂等
输入模式
{'type': 'object', 'required': ['fips'], 'properties': {'fips': {'type': 'string', 'description': '5-digit county FIPS code.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_data_artifact
Get Data Artifact
Get metadata for one reviewed public artifact by artifact_id. Returns format, media type, owner asset, retrieval metadata, and the canonical download path.
只读
幂等
输入模式
{'type': 'object', 'required': ['artifact_id'], 'properties': {'artifact_id': {'type': 'string', 'description': "Artifact identifier such as 'public-data.full_data_surface_matrix_tsv' or 'benchmark.public_vintage_oeo_maricopa_2022_csv'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_data_asset
Get Data Asset
Get one canonical data-asset record by asset_id. Returns surface coverage, canonical contracts, provenance, access policy, and related artifact or provenance links.
只读
幂等
输入模式
{'type': 'object', 'required': ['asset_id'], 'properties': {'asset_id': {'type': 'string', 'description': "Canonical data asset identifier, e.g. 'forecast.tract_home_value' or 'context.census_acs'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_data_coverage
Get Data Coverage
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_data_schema
Get Data Schema
Get one canonical schema definition by schema_id, including its JSON Schema definition and the data families or assets that reference it.
只读
幂等
输入模式
{'type': 'object', 'required': ['schema_id'], 'properties': {'schema_id': {'type': 'string', 'description': "Canonical schema identifier, e.g. 'hc.dataset_asset.v1'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_data_source
Get Data Source
Get one original data source by source_id, including official outbound URLs, source family, panel links, provenance metadata, and access policy.
只读
幂等
输入模式
{'type': 'object', 'required': ['source_id'], 'properties': {'source_id': {'type': 'string', 'description': "Canonical source identifier such as 'source.hcad_houston.assessor' or 'census.building_permits.county_month'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_entity
Get Entity
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['entity_id'], 'properties': {'entity_id': {'type': 'string', 'description': "Canonical entity identifier such as '48201231400' for a tract, '48201' for a county, '77056' for a ZCTA, or '48' for a state."}, 'entity_type': {'type': 'string', 'description': "Optional explicit entity type such as 'tract', 'county', 'zcta', 'state', or 'tabblock'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_epa_echo_npdes_outfalls
EPA ECHO ICIS-NPDES Outfalls
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Maximum outfall rows to return, capped at 5000. Defaults to 100.'}, 'state': {'type': 'string', 'description': "Optional 2-character permit state prefix, e.g. 'TX', 'GA', 'WV', or 'CA'. Required unless permit_id or summary=true is supplied."}, 'status': {'type': 'string', 'description': "Optional permit status code or text filter, e.g. 'EFF', 'Effective', 'Admin Continued', or 'Terminated'."}, 'summary': {'type': 'boolean', 'description': 'If true, returns manifest and partition metadata without row payloads.'}, 'component': {'type': 'string', 'description': "Optional permit component text filter, e.g. 'Construction Stormwater', 'Industrial Stormwater', 'POTW', 'CSO', or 'CAFO'."}, 'permit_id': {'type': 'string', 'description': 'Optional exact NPDES permit identifier. If state is omitted, the first two permit characters are used as the state partition.'}, 'cwa_status': {'type': 'string', 'description': "Optional Clean Water Act status text filter, e.g. 'Violation Identified' or 'No Violation Identified'."}, 'with_coordinates': {'type': 'boolean', 'description': 'If true, return only rows with latitude and longitude.'}, 'current_violation': {'type': 'boolean', 'description': 'Optional current violation flag.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_epa_echo_npdes_sewer_overflow_history
EPA ECHO NPDES Sewer Overflow Event History
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'year': {'type': 'number', 'description': 'Optional event year based on event start datetime or report start date.'}, 'limit': {'type': 'number', 'description': 'Maximum event-version rows to return, capped at 5000. Defaults to 100.'}, 'state': {'type': 'string', 'description': "Optional 2-character permit state prefix, e.g. 'IL', 'GA', 'PR', or 'TX'."}, 'summary': {'type': 'boolean', 'description': 'If true, returns manifest and count metadata without row payloads.'}, 'permit_id': {'type': 'string', 'description': 'Optional exact NPDES permit identifier.'}, 'event_type': {'type': 'string', 'description': "Optional event type text filter, e.g. 'Sanitary Sewer Overflow', 'Combined Sewer Overflow', or 'Bypass'."}, 'current_only': {'type': 'boolean', 'description': 'If true, return only rows where EPA marks the report form as current.'}, 'include_replaced': {'type': 'boolean', 'description': 'If false, exclude replaced or non-current report versions. Defaults to true.'}, 'with_coordinates': {'type': 'boolean', 'description': 'If true, return only events with latitude and longitude.'}, 'min_volume_gallons': {'type': 'number', 'description': 'Optional minimum reported discharge volume in gallons.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_epa_echo_npdes_sewer_overflows
EPA ECHO NPDES Sewer Overflow Events
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'year': {'type': 'number', 'description': 'Optional event year based on event start datetime or report start date.'}, 'limit': {'type': 'number', 'description': 'Maximum events to return, capped at 5000. Defaults to 100.'}, 'state': {'type': 'string', 'description': "Optional 2-character permit state prefix, e.g. 'IL', 'GA', 'PR', or 'TX'."}, 'summary': {'type': 'boolean', 'description': 'If true, returns manifest and count metadata without row payloads.'}, 'permit_id': {'type': 'string', 'description': 'Optional exact NPDES permit identifier.'}, 'event_type': {'type': 'string', 'description': "Optional event type text filter, e.g. 'Sanitary Sewer Overflow', 'Combined Sewer Overflow', or 'Bypass'."}, 'with_coordinates': {'type': 'boolean', 'description': 'If true, return only events with latitude and longitude.'}, 'min_volume_gallons': {'type': 'number', 'description': 'Optional minimum reported discharge volume in gallons.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_epa_echo_npdes_violations
EPA ECHO ICIS-NPDES Violations
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'year': {'type': 'number', 'description': 'Optional calendar year based on the violation, schedule, RNC detection, or actual date.'}, 'limit': {'type': 'number', 'description': 'Maximum violation rows to return, capped at 5000. Defaults to 100.'}, 'state': {'type': 'string', 'description': "Optional 2-character permit state prefix, e.g. 'TX', 'IL', 'MO', or 'NY'. Required unless permit_id or summary=true is supplied."}, 'summary': {'type': 'boolean', 'description': 'If true, returns manifest and partition metadata without row payloads.'}, 'category': {'type': 'string', 'description': 'Optional violation category: permit_schedule, compliance_schedule, or single_event.'}, 'permit_id': {'type': 'string', 'description': 'Optional exact NPDES permit identifier. If state is omitted, the first two permit characters are used as the state partition.'}, 'violation_code': {'type': 'string', 'description': "Optional ICIS violation code filter, e.g. 'A0011' or 'C40'."}, 'rnc_detection_code': {'type': 'string', 'description': 'Optional RNC detection code filter.'}, 'rnc_resolution_code': {'type': 'string', 'description': 'Optional RNC resolution code filter.'}, 'has_linked_enforcement': {'type': 'boolean', 'description': 'If true, return only violation rows linked to one or more enforcement-action rows; if false, return only rows without linked enforcement.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_fast41_projects
FAST-41 Federal Permitting Projects
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'limit': {'type': 'number', 'description': 'Maximum projects to return, capped at 5000. Defaults to 100.'}, 'state': {'type': 'string', 'description': "Optional 2-letter state abbreviation, e.g. 'TX' or 'CA'."}, 'sector': {'type': 'string', 'description': "Optional sector text filter, e.g. 'Electricity Transmission', 'Renewable Energy', or 'Surface Transportation'."}, 'status': {'type': 'string', 'description': "Optional status text filter, e.g. 'In Progress', 'Complete', or 'Paused'."}, 'summary': {'type': 'boolean', 'description': 'If true, returns manifest and count metadata without row payloads.'}, 'project_id': {'type': 'string', 'description': 'Optional numeric FAST-41 project id.'}, 'lead_agency': {'type': 'string', 'description': 'Optional lead agency text filter.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_forecast_vintage
Get Forecast Vintage
Get one canonical public forecast vintage by vintage_id. Returns grouped same-vintage public forecast series with provenance-heavy labeling for benchmark use.
只读
幂等
输入模式
{'type': 'object', 'required': ['vintage_id'], 'properties': {'target': {'type': 'string', 'description': "Optional target filter such as 'total_population'."}, 'vintage_id': {'type': 'string', 'description': "Canonical forecast vintage identifier such as 'az_oeo_maricopa_medium_2022_report'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_geography_crosswalk
Get Geography Crosswalk
Resolve canonical geography crosswalk rows such as tract-to-county, tract-to-state, tract-to-ZCTA, or tabblock-to-tract mappings.
只读
幂等
输入模式
{'type': 'object', 'required': ['source_entity_id'], 'properties': {'source_entity_id': {'type': 'string', 'description': "Source entity identifier such as tract GEOID20 '48201231400' or tabblock GEOID20 '480717106001022'."}, 'source_entity_type': {'type': 'string', 'description': "Optional explicit source entity type such as 'tract', 'county', or 'tabblock'."}, 'target_entity_type': {'type': 'string', 'description': "Optional target entity type such as 'state', 'county', 'tract', or 'zcta'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_panel_lineage
Get Panel Lineage
Get the source-to-panel lineage for a canonical panel. Returns source roles, join keys, transforms, output fields, and official source URLs.
只读
幂等
输入模式
{'type': 'object', 'required': ['panel_id'], 'properties': {'panel_id': {'type': 'string', 'description': "Canonical panel identifier such as 'panel.acs_nationwide' or 'panel.az_maricopa_mag_multires_enriched'."}, 'source_id': {'type': 'string', 'description': 'Optional source identifier filter for one lineage edge or source family member.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_permit_zoning_readiness
Permit and Zoning Readiness
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'summary': {'type': 'boolean', 'description': 'Return only aggregate source and market readiness counts.'}, 'market_id': {'type': 'string', 'description': "Optional market-template id to inspect, e.g. 'monthly_county_permit_pulse'."}, 'source_id': {'type': 'string', 'description': "Optional source id to inspect, e.g. 'census_bps_county_monthly_ascii'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_provenance
Get Provenance
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.
只读
幂等
输入模式
{'type': 'object', 'required': ['provenance_id'], 'properties': {'provenance_id': {'type': 'string', 'description': "Reviewed provenance identifier such as 'provenance.arizona_archive_status_ledger' or 'benchmark.raw_single_source_registry'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_public_forecast_vintage
Get Public Forecast Vintage
Retrieve validated public forecast vintage rows, starting with the Arizona OEO Maricopa 2022 county-control fixture. Every row carries provenance and benchmark-only labeling.
只读
幂等
输入模式
{'type': 'object', 'properties': {'target': {'type': 'string', 'description': "Optional target filter such as 'total_population'."}, 'vintage_id': {'type': 'string', 'description': "Optional vintage identifier, e.g. 'az_oeo_maricopa_medium_2022_report'."}, 'support_level': {'type': 'string', 'description': "Optional support-level filter such as 'county'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
get_source_coverage_map
Get Source Coverage Map
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_benchmark_datasets
List Benchmark Datasets
List Worldcastr benchmark and public-data assets. Returns release phase, support level, benchmark role, and the recommended public surface for each asset.
只读
幂等
输入模式
{'type': 'object', 'properties': {'phase': {'type': 'string', 'description': "Optional release phase filter. Common values: 'phase_1', 'phase_2', 'phase_3', or 'hold'."}, 'asset_class': {'type': 'string', 'description': "Optional asset class filter. Common values: 'forecast_outputs', 'backtest_vintage_outputs', 'benchmark_panels', 'provenance_manifests', 'holdback_assets'."}, 'public_readiness': {'type': 'string', 'description': "Optional readiness filter. Values: 'launch', 'draft', or 'hold'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_benchmark_sources
List Benchmark Sources
List reviewed public benchmark source manifests and their provenance metadata.
只读
幂等
输入模式
{'type': 'object', 'properties': {'asset_id': {'type': 'string', 'description': 'Optional benchmark asset identifier.'}, 'include_details': {'type': 'boolean', 'description': 'Include reviewed manifest details when available.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_data_assets
List Data Assets
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'visibility': {'type': 'string', 'description': "Optional visibility filter such as 'public', 'metadata_only', 'restricted', or 'unavailable'."}, 'data_family': {'type': 'string', 'description': "Optional family filter such as 'forecast_output', 'input_panel', 'source_metadata', or 'provenance_manifest'."}, 'public_status': {'type': 'string', 'description': "Optional public status filter such as 'launch', 'draft', 'metadata_only', 'hold', or 'not_public'."}, 'inventory_asset': {'type': 'string', 'description': "Optional public-data inventory asset filter such as 'forecast.aggregate_surfaces' or 'benchmark.normalized_training_panels_candidate'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_data_schemas
List Data Schemas
List canonical Worldcastr schema contracts from the public schema bundle. Use this to discover dataset, provenance, panel, forecast, benchmark, and artifact contract IDs.
只读
幂等
输入模式
{'type': 'object', 'properties': {'schema_id': {'type': 'string', 'description': "Optional canonical schema filter such as 'hc.dataset_asset.v1' or 'hc.panel_row.v1'."}, 'data_family': {'type': 'string', 'description': "Optional family filter such as 'forecast_output' or 'training_panel'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_data_sources
List Data Sources
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'panel_id': {'type': 'string', 'description': "Optional canonical panel filter such as 'panel.acs_nationwide' or 'panel.az_maricopa_mag_multires_enriched'."}, 'source_id': {'type': 'string', 'description': "Optional exact source identifier such as 'census.acs.county_5yr' or 'az.mag_2023_official_mpa_raz_taz_projections'."}, 'data_family': {'type': 'string', 'description': "Optional source-family filter such as 'assessor_tax', 'hazard_context', 'permits', or 'mag_public_projection_and_planning_surfaces'."}, 'source_status': {'type': 'string', 'description': "Optional status filter such as 'used', 'candidate', 'blocked', or 'mentioned'."}, 'license_status': {'type': 'string', 'description': "Optional license or policy filter such as 'public_source_reviewed', 'public_source_metadata_only', or 'source_specific_review_required'."}, 'public_readiness': {'type': 'string', 'description': "Optional readiness filter such as 'metadata_public', 'metadata_public_raw_hold', or 'summary_public_rows_missing'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_public_records_acquisition
List Public Records Acquisition
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'lane_id': {'type': 'string', 'description': "Optional exact acquisition lane identifier such as 'georgia_permit_public_routes'."}, 'geography': {'type': 'string', 'description': "Optional geography token filter such as 'US-FL-Orange' or 'US-AZ-Maricopa'."}, 'source_family': {'type': 'string', 'description': "Optional source-family filter such as 'utility_energy_infrastructure' or 'assessor_tax'."}, 'current_status': {'type': 'string', 'description': "Optional acquisition status filter such as 'public_r2_partial_downstream_screen_complete'."}, 'records_law_gate': {'type': 'string', 'description': "Optional request-gate posture such as 'closed_no_send_ready_candidate' or 'draft_only_no_live_request'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_source_coverage_index
List Source Coverage Index
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.
只读
幂等
输入模式
{'type': 'object', 'properties': {'panel_id': {'type': 'string', 'description': "Optional panel identifier such as 'panel.az_maricopa_mag_multires_enriched'."}, 'source_id': {'type': 'string', 'description': "Optional exact source identifier such as 'az.maricopa_parcels'."}, 'source_family': {'type': 'string', 'description': "Optional source-family filter such as 'maricopa_assessor_parcels' or 'assessor_tax'."}, 'license_status': {'type': 'string', 'description': 'Optional license or policy status filter.'}, 'public_readiness': {'type': 'string', 'description': "Optional public-readiness filter such as 'metadata_public'."}, 'coverage_feature_id': {'type': 'string', 'description': "Optional coverage-map feature identifier such as 'coverage.arizona_phoenix_maricopa_pinal'."}, 'coverage_geometry_role': {'type': 'string', 'description': "Optional coverage geometry role such as 'reference_boundary' or 'generalized_selection_region'."}, 'native_boundary_status': {'type': 'string', 'description': "Optional native-boundary status such as 'native_boundary_candidate_terms_review_required' or 'reference_boundary_join_required'."}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
list_training_runs
List Training Runs
List the published training-run history and cost metadata with optional jurisdiction and year filters.
只读
幂等
输入模式
{'type': 'object', 'properties': {'year': {'type': 'number', 'description': 'Optional year filter.'}, 'limit': {'type': 'number', 'description': 'Optional maximum number of records.'}, 'jurisdiction': {'type': 'string', 'description': 'Optional jurisdiction filter.'}}, 'additionalProperties': False}
输出模式
{'type': 'object', 'required': ['result'], 'properties': {'result': {}}, 'additionalProperties': False}
历史
近期工具变更
已添加
get_api_usage
2026年9月17日 12:41
已添加
get_api_status
2026年9月17日 12:41
已添加
get_analytics_events
2026年9月17日 12:41
已添加
list_training_runs
2026年9月17日 12:41
已添加
list_benchmark_sources
2026年9月17日 12:41
已添加
get_county_outlook
2026年9月17日 12:41
已添加
get_benchmark_result
2026年9月17日 12:41
已添加
get_forecast_vintage
2026年9月17日 12:41
已添加
get_data_artifact
2026年9月17日 12:41
已添加
get_provenance
2026年9月17日 12:41
已添加
get_geography_crosswalk
2026年9月17日 12:41
已添加
get_entity
2026年9月17日 12:41
已添加
get_data_schema
2026年9月17日 12:41
已添加
list_data_schemas
2026年9月17日 12:41
已添加
get_source_coverage_map
2026年9月17日 12:41
已添加
list_public_records_acquisition
2026年9月17日 12:41
已添加
list_source_coverage_index
2026年9月17日 12:41
已添加
get_data_coverage
2026年9月17日 12:41
已添加
get_panel_lineage
2026年9月17日 12:41
已添加
get_data_source
2026年9月17日 12:41
已添加
list_data_sources
2026年9月17日 12:41
已添加
get_data_asset
2026年9月17日 12:41
已添加
list_data_assets
2026年9月17日 12:41
已添加
get_backtest_scores
2026年9月17日 12:41
已添加
get_public_forecast_vintage
2026年9月17日 12:41
已添加
get_benchmark_dataset
2026年9月17日 12:41
已添加
list_benchmark_datasets
2026年9月17日 12:41
已添加
get_epa_echo_npdes_violations
2026年9月17日 12:41
已添加
get_epa_echo_npdes_sewer_overflow_history
2026年9月17日 12:41
已添加
get_epa_echo_npdes_outfalls
2026年9月17日 12:41
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