MarketImpact Data Command

data.marketimpact.org Terminal

Pipeline inventory, lakehouse readiness, API coverage, and MCP access for humanitarian research and operational analysis.

Iran Impact Lens FX Tracker

Sources

Agent Ready

API Routes

MCP Surfaces

Raw landing

planned

Go ingestion jobs

Immutable source snapshots and request metadata for audit, replay, and citation.

Canonical warehouse

live

Data API

Typed Postgres tables powering the Svelte dashboard and reusable API contracts.

Computed indicators

live

Go pipelines

Derived spreads, rollups, quality scores, and cross-source indicators.

Agent access

live

MCP server

Read-only MCP resources and tools that let Claude, ChatGPT, and internal agents query the data estate.

Pipeline Estate

19 live families in Go

7/13/2026, 2:22:58 PM

Source	Channel	State	Agent	Primary API
FTS funding flows OCHA Financial Tracking Service legacy: fts_flows	funding	live go-live	ready	/api/funding/query/home
FTS plans and reference data OCHA Financial Tracking Service legacy: fts_plans	reference	live go-live	ready	Pending
HAPI humanitarian needs HDX HAPI legacy: hapi_needs	needs	live go-live	ready	/api/data/query/humanitarian-needs
UN operational exchange rates United Nations Treasury legacy: fx_unore	fx	live go-live	ready	/api/fx/query/unore-dashboard
Market spot FX rates Market spot FX providers legacy: fx_spot, fx_fawazahmed, wb_rtfx	fx	live go-live	ready	/api/fx/query/latest-spreads
Stablecoin and P2P FX routes P2P market sources legacy: fx_p2p	fx	live go-live	ready	/api/fx/query/latest-spreads
FX purchasing power spreads MarketImpact legacy: fx_spread_calc	fx	live go-live	ready	/api/fx/query/latest-spreads
Iran-war humanitarian impact lens MarketImpact	country-specific	live go-live	ready	/api/data/query/iran-impact
IPC food insecurity Integrated Food Security Phase Classification legacy: hapi_food_security	food	live go-supporting	ready	/api/data/query/food-insecurity
UNHCR displacement populations UNHCR legacy: hapi_idps, hapi_refugees	displacement	live go-supporting	ready	/api/data/query/displacement/population
UNICEF child welfare indicators UNICEF	outcomes	live go-supporting	ready	/api/funding/query/outcomes
JIAF severity indicators JIAF	severity	live go-supporting	ready	/api/funding/query/severity
World Bank development indicators World Bank legacy: wb_gem, wb_cpi, wb_rtep, wb_rtfx	macro	live go-supporting	ready	Pending
Food prices and market baskets HDX HAPI / WFP VAM, FEWS NET, FSNAU, JMMI legacy: hapi_food, fews_net_prices, fsnau_basket, fsnau_livestock	food	live go-supporting	ready	/api/data/query/food-prices
Global commodity and energy benchmarks World Bank Pink Sheet, Yahoo Finance legacy: pink_sheet, fred_energy, jodi_primary, jodi_secondary	energy	live go-live	ready	/api/data/query/commodity-benchmarks
Domestic fuel price baselines World Bank Global Fuel Prices Database legacy: wb_rtep, wb_fuel_historical, eu_oil_bulletin	energy	qualifying source-contract-live	ready	/api/data/query/markets/domestic-signals?channel=fuel
Freight, ports, and chokepoints IMF PortWatch legacy: portwatch_chokepoints, freight_indices, unctad_lsci	trade	live partial-go-live	ready	/api/data/query/logistics/chokepoints
Freight and insurance price indicators Baltic Exchange, Drewry, Freightos, insurance and market-risk reports legacy: freight_indices, war_risk_premium, yahoo_futures	trade	qualifying source-contract-live	ready	/api/data/query/markets/domestic-signals?channel=freight,insurance
Country trade-flow exposure IMF PortWatch; UN Comtrade and World Bank WITS planned legacy: portwatch_trade, un_comtrade, commodity_import_dependence	trade	live partial-go-live	ready	/api/data/query/logistics/trade-flows
Commodity import/export exposure UN Comtrade legacy: un_comtrade, commodity_import_dependence	trade	live partial-go-live	ready	/api/data/query/trade/commodity-exposure
Domestic market and pass-through signals WFP VAM, FEWS NET, JMMI/REACH, market reports, freight and insurance sources legacy: domestic_fuel_prices, fews_net_prices, jmmi_basket, war_risk_premium	markets	qualifying source-contract-live	ready	/api/data/query/markets/domestic-signals
Movement flow monitoring UNHCR, IOM DTM, IDMC, national border and evacuation reports legacy: iom_dtm, idmc_gidd, border_crossings, evacuation_reports	displacement	qualifying source-contract-live	ready	/api/data/query/displacement/movement-flows
Remittances and payment corridors World Bank legacy: wb_remittances, wb_bilateral_remittances, wb_remittance_prices	payments	qualifying legacy-qualify	pending	Pending
Macro, sanctions, and risk indicators IMF, FRED, BLS, ECB, INFORM, sanctions trackers legacy: imf_weo, imf_pcps, imf_cpi, fred_indices	macro	qualifying legacy-qualify	pending	Pending
ReliefWeb evidence and research corpus ReliefWeb legacy: reliefweb	evidence	qualifying go-live	ready	/api/data/query/evidence/reliefweb
Analyst-vetted evidence documents MarketImpact analyst import from trusted URLs, PDFs, and reports	evidence	qualifying go-live	ready	/api/data/query/evidence/vetted-documents
GDELT media evidence pulse GDELT Project DOC 2.0	evidence	live go-live	ready	/api/data/query/evidence/gdelt
Verified conflict and access events WHO SSA, ACLED, Insecurity Insight, ReliefWeb/field-verified event extraction legacy: acled_events, insecurity_insight, aid_in_danger, healthcare_in_conflict	evidence	qualifying source-contract-live	ready	/api/data/query/evidence/verified-conflict-access-events
Scenario modelling and projections MarketImpact legacy: proxy_activation	modelling	planned legacy-port-candidate	pending	Pending
Nightlights and remote sensing proxies Nightlight data sources legacy: nightlight_csv, nightlight_gee	remote-sensing	planned legacy-port-candidate	pending	Pending
Country-specific civil society datasets Country-specific sources legacy: myanmar_cso	country-specific	planned legacy-port-candidate	pending	Pending

Agent Surfaces

data://catalog

live

Machine-readable inventory of data sources, lakehouse layers, API endpoints, and migration status.

/api/data/query/catalog

data://terminal/overview

live

Composite operational snapshot for agents: catalog, sync logs, FX pipelines, and funding dashboard.

/api/data/query/catalog

data://terminal/iran-impact

live

Composite Iran-war humanitarian impact lens for agents: funding, FX stress, needs coverage, source readiness, executable research runs, and explicit evidence gaps.

/api/data/query/iran-impact

data://needs/humanitarian-needs

live

HAPI humanitarian-needs planning figures by country, year, and sector.

/api/data/query/humanitarian-needs

data://food/ipc-food-insecurity

live

IPC acute food-insecurity phase populations by country and year.

/api/data/query/food-insecurity

data://food/market-prices

live

HAPI/WFP VAM market food-price observations by country, market, commodity, and reference period.

/api/data/query/food-prices

data://evidence/reliefweb

qualifying

ReliefWeb document-lake evidence corpus with citation metadata and raw source JSON.

/api/data/query/evidence/reliefweb

data://evidence/vetted-documents

qualifying

Analyst-vetted evidence documents with citation metadata, verification status, confidence, and review lineage.

/api/data/query/evidence/vetted-documents

data://evidence/gdelt

live

GDELT DOC media-evidence pulse for Iran conflict and humanitarian monitoring.

/api/data/query/evidence/gdelt

data://evidence/verified-conflict-access-events

qualifying

Verified conflict/access event contract for strike, casualty, access, infrastructure, and humanitarian-incident rows. Empty until a licensed or field-verified source is loaded.

/api/data/query/evidence/verified-conflict-access-events

data://commodities/benchmarks

live

World Bank Pink Sheet commodity benchmarks for energy, food staples, edible oils, sugar, and fertiliser.

/api/data/query/commodity-benchmarks

data://logistics/chokepoints

live

IMF PortWatch daily vessel counts and capacity for key maritime chokepoints including Hormuz, Bab el-Mandeb, Suez, and Cape of Good Hope.

/api/data/query/logistics/chokepoints

data://logistics/trade-flows

live

IMF PortWatch country-level daily maritime trade-flow exposure by vessel class. Exposure context only, not verified domestic market disruption.

/api/data/query/logistics/trade-flows

data://trade/commodity-exposure

live

UN Comtrade annual country commodity import/export exposure by HS code. Structural context only, not live supply disruption or domestic price evidence.

/api/data/query/trade/commodity-exposure

data://markets/domestic-signals

qualifying

Domestic market signal contract for fuel, food, freight, insurance, availability, and cash-market observations. Empty until source-specific evidence is loaded.

/api/data/query/markets/domestic-signals

data://displacement/population

live

UNHCR annual refugee, asylum, IDP, returnee, stateless, and other population-of-concern context for Iran and exposed neighboring countries.

/api/data/query/displacement/population

data://displacement/movement-flows

qualifying

Movement-flow contract for border-crossing, evacuation, return, and new-displacement observations. Empty until source-specific flow rows are loaded.

/api/data/query/displacement/movement-flows

data.catalog.search

live

Read-only search over the data pipeline catalog via the existing backend API bridge.

/api/data/query/catalog

data.sync_log.list

live

Read-only data pipeline sync log for freshness, row counts, and ingestion errors.

data.iran_impact

live

Read-only query for the Iran humanitarian impact terminal payload.

/api/data/query/iran-impact

data.iran_impact_research_pack

live

Read-only query for one executable Iran impact research evidence pack.

/api/data/query/iran-impact/research-pack/{id}

data.impact

live

Read-only query for a country humanitarian impact terminal payload by ISO3 code.

/api/data/query/impact/{country}

data.run_research_pack

live

Read-only materialized run brief for one country impact research evidence pack.

/api/data/query/impact/{country}/research-pack/{id}/run

data.impact_agent_artifacts

live

JWT/cron-gated read of persisted scheduled-agent impact research artifacts.

data.store_research_pack_run

live

Append-only scheduled-agent store for research-pack run artifacts produced outside backend AI APIs.

data.store_audit_snapshot

live

Append-only scheduled-agent store for audit snapshot artifacts produced outside backend AI APIs.

data.needs.humanitarian_needs

live

Read-only query for HAPI humanitarian-needs planning figures.

/api/data/query/humanitarian-needs

data.food.ipc_food_insecurity

live

Read-only query for IPC acute food-insecurity phase populations.

/api/data/query/food-insecurity

data.food.market_prices

live

Read-only query for HAPI/WFP VAM market food-price observations.

/api/data/query/food-prices

get_iran_impact

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://terminal/iran-impact.

/api/data/query/iran-impact

get_humanitarian_needs

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://needs/humanitarian-needs.

/api/data/query/humanitarian-needs

get_ipc_food_insecurity

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://food/ipc-food-insecurity.

/api/data/query/food-insecurity

get_food_market_prices

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://food/market-prices.

/api/data/query/food-prices

data.evidence.reliefweb

qualifying

Read-only query for ReliefWeb evidence documents and citation metadata.

/api/data/query/evidence/reliefweb

get_reliefweb_evidence

qualifying

No-argument MCP read wrapper for tool-only clients. Mirrors data://evidence/reliefweb.

/api/data/query/evidence/reliefweb

data.evidence.vetted_documents

qualifying

Read-only query for analyst-vetted evidence documents and citation metadata.

/api/data/query/evidence/vetted-documents

get_vetted_evidence_documents

qualifying

No-argument MCP read wrapper for tool-only clients. Mirrors data://evidence/vetted-documents.

/api/data/query/evidence/vetted-documents

data.evidence.gdelt

live

Read-only query for GDELT DOC media-evidence documents and source metadata.

/api/data/query/evidence/gdelt

get_gdelt_evidence

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://evidence/gdelt.

/api/data/query/evidence/gdelt

data.evidence.verified_conflict_access_events

qualifying

Read-only query for verified conflict/access event contract rows and explicit empty/blocking states.

/api/data/query/evidence/verified-conflict-access-events

get_verified_conflict_access_events

qualifying

No-argument MCP read wrapper for tool-only clients. Mirrors data://evidence/verified-conflict-access-events.

/api/data/query/evidence/verified-conflict-access-events

data.commodities.benchmarks

live

Read-only query for global commodity benchmark prices from the World Bank Pink Sheet.

/api/data/query/commodity-benchmarks

get_commodity_benchmarks

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://commodities/benchmarks.

/api/data/query/commodity-benchmarks

data.logistics.chokepoints

live

Read-only query for IMF PortWatch daily chokepoint transit counts and capacity.

/api/data/query/logistics/chokepoints

get_logistics_chokepoints

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://logistics/chokepoints.

/api/data/query/logistics/chokepoints

data.logistics.trade_flows

live

Read-only query for IMF PortWatch country-level maritime trade-flow exposure.

/api/data/query/logistics/trade-flows

data.trade.commodity_exposure

live

Read-only query for UN Comtrade annual commodity import/export exposure by HS code.

/api/data/query/trade/commodity-exposure

data.markets.domestic_signals

qualifying

Read-only query for domestic market, freight, insurance, price, availability, and pass-through signal contract rows.

/api/data/query/markets/domestic-signals

get_logistics_trade_flows

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://logistics/trade-flows.

/api/data/query/logistics/trade-flows

get_trade_commodity_exposure

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://trade/commodity-exposure.

/api/data/query/trade/commodity-exposure

get_domestic_market_signals

qualifying

No-argument MCP read wrapper for tool-only clients. Mirrors data://markets/domestic-signals.

/api/data/query/markets/domestic-signals

data.displacement.population

live

Read-only query for UNHCR annual displacement population context.

/api/data/query/displacement/population

data.displacement.movement_flows

qualifying

Read-only query for movement-flow contract rows and explicit empty/blocking states.

/api/data/query/displacement/movement-flows

get_displacement_population

live

No-argument MCP read wrapper for tool-only clients. Mirrors data://displacement/population.

/api/data/query/displacement/population

get_movement_flow_monitoring

qualifying

No-argument MCP read wrapper for tool-only clients. Mirrors data://displacement/movement-flows.

/api/data/query/displacement/movement-flows

Health Snapshot

Healthy

Watch

Failed

Missing

CrisisAnalysis Porting Queue

Family	Legacy Pipelines	Issue	Next Action
Domestic fuel price baselines qualifying	wb_rtep, wb_fuel_historical, eu_oil_bulletin	World Bank fuel rows are historical retail fuel baselines and may lag live conflict conditions.	Define the product question and acceptance tests.
Freight and insurance price indicators qualifying	freight_indices, war_risk_premium, yahoo_futures	The canonical table/query contract now exists, but no licensing-safe freight or insurance price rows are loaded yet.	Choose licensing-safe freight and insurance indicators, then load domestic_market_signals rows with provenance and freshness tests before claiming shipping price shocks.
Domestic market and pass-through signals qualifying	domestic_fuel_prices, fews_net_prices, jmmi_basket, war_risk_premium, freight_indices	The canonical table/query contract now exists, but domestic market rows are not loaded yet.	Load licensing-safe domestic market signals with country/date/source/citation lineage, then add pass-through calculations only where a source methodology supports them.
Movement flow monitoring qualifying	iom_dtm, idmc_gidd, border_crossings, evacuation_reports	Movement-flow rows are point-in-time observations; overlapping cumulative and period rows must not be summed without deduplication.	Keep adding source-specific movement snapshots with raw report lineage, country/date filters, and verification status before claiming trend direction.
Remittances and payment corridors qualifying	wb_remittances, wb_bilateral_remittances, wb_remittance_prices	Legacy audit flagged remittance coverage gaps.	Port only after corridor-level research questions are defined with stablecoin/FX use cases.
Macro, sanctions, and risk indicators qualifying	imf_weo, imf_pcps, imf_cpi, fred_indices, fred_rates, bls_cpi, ecb_hicp, inform_risk, sanctions_tracker, war_risk_premium, yahoo_indices, yahoo_futures	Legacy audit flagged macro gaps and mixed coverage.	Normalize indicator metadata and provenance before exposing to agents.
ReliefWeb evidence and research corpus qualifying	reliefweb	ReliefWeb API v2 requires a pre-approved appname from ReliefWeb as of 2025-11-01.	Define the product question and acceptance tests.
Analyst-vetted evidence documents qualifying	Pending	Analyst-vetted documents support cited narrative analysis; they must not be promoted to verified incident, displacement-flow, price, freight, or insurance rows.	Import analyst-vetted URLs or reports through the protected import endpoint, then verify rows appear in the gated Iran terminal and MCP resource.
Verified conflict and access events qualifying	acled_events, insecurity_insight, aid_in_danger, healthcare_in_conflict, reliefweb_event_extraction	The source contract is live; health-care attack rows from WHO SSA are only one verified event family and should not be generalized to all conflict-event classes.	Define the product question and acceptance tests.
Scenario modelling and projections planned	proxy_activation	Legacy audit flagged scenario under-projection and weak downstream evidence.	Wait until canonical source coverage and test fixtures exist; then rebuild in Go as deterministic jobs.
Nightlights and remote sensing proxies planned	nightlight_csv, nightlight_gee	Requires geospatial storage and raw artifact policy before public product use.	Defer until the data lake raw artifact layer is implemented.
Country-specific civil society datasets planned	myanmar_cso	No blocking issue recorded yet.	Move after global reusable source contracts so one-off datasets do not dominate the platform architecture.