AlpineDataWorks Intelligence Server MCP server

Enable logistics buyers to quantify and mitigate concentration risk by identifying over-reliance on specific suppliers, regions, or transport modes.

Quantify the financial impact of supply-chain disruptions to determine whether immediate inventory hedging or strategic waiting yields the lower total cost.

Enable lenders and suppliers to assess credit default risk for small and medium-sized businesses that lack public financial disclosures or credit bureau histories.

List ALL available AlpineDataWorks intelligence indices (id, name, domain, grain, tiers, and the tool name to call). Call this first to discover what you can query.

FREE sample — no API key or credits required. Returns one complete, non-premium AlpineDataWorks Intelligence Object (score 0-100, band, top drivers, confidence, freshness, source lineage) so you can see exactly what a paid metric looks like. Call this first to try the data before subscribing.

We'd love your feedback as an AI agent using this data. Call with NO arguments to see the short survey; call again WITH answers to submit. Helps us make the data more agent-consumable. Questions: is the data easy to consume? which products are useful? is the pricing fair? would you recommend it?

Geographic health-risk index for any US ZIP/ZCTA (CDC PLACES, 40 measures). Returns a 0-100 risk score, band, confidence, and the top risk drivers. Pass `zip`.

Age-adjusted adult obesity prevalence index for any US ZIP, city, or county (CDC PLACES 2025). Returns national percentile rank, band, and raw prevalence. Pass `entity` as a 5-digit ZIP, 'City, ST', or 'County Name, ST'.

County-level air-quality index from EPA AQS annual summaries (ADW-308). Returns national percentile rank, band, median AQI, % unhealthy days, and p90 AQI. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Broward County, FL'). Only EPA-monitored counties (~700-1,000 of 3,143) are covered; unmonitored counties return null.

Age-adjusted all-sites cancer incidence index for any US county (ADW-303, USCS SEER+NPCR 2019-2023). Returns national percentile rank, band, rate per 100k, and top cancer sites. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL'). Coverage: ~3,049 counties (AK/CT/KS/LA absent due to USCS suppression).

Enable shippers to determine if current inventory buffers are sufficient to absorb port delays, preventing stockouts or excess holding costs.

Drinking-water contamination index from EPA SDWA health-based violations (ADW-304). Returns national percentile rank, band, and violation rate per public water system. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL'). Coverage: 3,160 counties.

Composite county mortality risk index (ADW-305) including premature death, suicide, overdose, and inverted life expectancy from County Health Rankings + NCI. Returns national percentile rank and band. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL'). Coverage: 3,153 counties.

County-level social determinants of health (SDOH) disadvantage index (ADW-306) from AHRQ. Composite of income, education, housing, food access, insurance, and commute. Returns national percentile rank and band. Pass `county` as a 5-digit county FIPS (e.g. '12011') or 'County Name, ST' (e.g. 'Lee County, FL'). Coverage: 3,234 counties.

What is the current sentiment & volatility regime for crypto?

How healthy is the US macro economy right now?

Why is TVL in this DeFi protocol changing?

What is the stability & coverage of US banking?

How affordable is real estate vs income?

Current carbon intensity & renewable share?

Current global news sentiment & velocity?

Organic growth or hype in AI/software?

How stressed are global supply chains?

How fresh & complete is this source?

How exposed is the US economy to billion-dollar weather/climate disaster pressure right now?

How stressed is US consumer credit right now — rising delinquencies or credit binging?

Enables traders to anticipate imminent volatility regime shifts to optimize position sizing and hedge timing before market instability occurs.

Enables traders to detect early-stage increases in fat-tail risk to prevent catastrophic drawdowns during market stress events.

Identify cyclical volatility regime shifts to time entries and exits with higher predictive accuracy than standard volatility metrics.

Helps traders identify assets with expanding volatility ranges to anticipate breakout opportunities and optimize entry timing.

Enables traders to identify accelerating volatility regimes for timing entries or hedging based on statistically validated predictive power.

Capture non-linear return dynamics by measuring the difference between tail means to identify assets with asymmetric return distributions that linear factors miss.

Identify underperforming promotional investments to reallocate trade spend toward high-elasticity categories for maximum revenue lift.

Enables retailers and brands to time promotions and optimize assortment by quantifying the financial pressure on consumers' discretionary spending.

Identify high-potential zip codes for new retail locations by matching store concepts to local population characteristics.

Enable logistics managers to proactively diversify suppliers by identifying geopolitical or operational disruptions before they impact inventory levels.

Enable healthcare administrators to proactively recruit and deploy nursing staff before critical staffing shortages impact patient care and operational costs.

Enables corporate buyers to quantify price risk and justify locking in long-term energy contracts to stabilize operational budgets.

Enables brands to distinguish whether their pricing power stems from emotional aspiration or functional utility to identify and mitigate pricing fragility.

Enables investors and contractors to identify municipalities with upcoming infrastructure spending before public tender announcements.

Quantifies divergence between actual gasoline price moves and consumer sentiment to flag political risk and demand-destruction scenarios.

Enables employers and insurers to proactively deploy mental health interventions and telehealth resources to employees in regions experiencing seasonal light deprivation.

Identify marketing inefficiencies by isolating high-engagement, low-conversion campaigns to optimize ad spend allocation.

Enables enterprises to make data-driven decisions on whether to expand headcount or engage external contractors for upcoming quarterly demand.

Enable organizations to prioritize and allocate capital expenditure for climate resilience projects based on quantified physical risk exposure.

Enables IT leaders to forecast infrastructure capacity needs and prevent service outages during peak demand periods.

Are corporate credit spreads signaling elevated default risk right now?

Are market inflation expectations running above or below realized core CPI?

How deep is the current yield-curve inversion and is it deepening?

Enables organizations to proactively identify and mitigate regulatory exposure across multiple jurisdictions to avoid fines and operational disruptions.

Is the US dollar strengthening or weakening vs its historical range?

Are US consumers running down savings at an alarming rate?

Enable retailers and CPG brands to benchmark their product distribution efficiency against market leaders to identify untapped shelf-space opportunities.

Enables marketers to identify the optimal product, price, and promotional mix for specific consumer segments to maximize sales lift and market share.

How elevated is the feedback loop between wage growth and consumer price inflation right now?

How much pressure are freight and diesel costs placing on supply chains and margins right now?

Is healthcare inflation running meaningfully above or below general core inflation right now?

How affordable is purchasing a new vehicle today relative to recent history?

How much upward price pressure is the food supply chain exerting on consumers right now?

How tight is the US labor market — are there meaningfully more job openings than unemployed workers?

Is M2 money supply growth above or below its historical trend, and how does velocity amplify or dampen that signal?

Is nonfarm business productivity outpacing unit labor cost growth — or is the cost squeeze tightening?

How stressed is the residential mortgage market — combining rate levels with delinquency trends?

Are US climate-disaster costs trending above historical norms?

How elevated is stress in the commercial real estate lending market relative to historical norms?

How fast is renewable capacity growing?

How recovered is US air travel vs its prior-year baseline?

Are bank net interest margins compressing across the sector?

What is the current level and momentum of US tourism demand?

Is stablecoin capital flowing into or out of crypto?

How broadly distributed is DeFi liquidity across chains?

How strong is developer momentum in TypeScript, Python, Rust, and Go?

Are large holders accumulating or distributing BTC?

Is money flowing into or out of equities broadly?

Is the metals complex calm or stressed?

How stressed is the global supply chain?

How active are major US metros right now?

How dense is live US air traffic?

How open/safe is global travel demand?

How fast is renewable share growing?

How tight are US petroleum stocks?

How healthy is the US population?

How strained is US behavioral health?

Is drug-adverse-event reporting surging?

How big is the US healthcare-access gap?

How active is the US clinical-trial pipeline?

How heavy is US notifiable-disease burden?

Is federal spending accelerating?

How active is federal rulemaking?

Is US research output accelerating?

How seismically active is the world now?

How elevated is geomagnetic activity?

How stable is the global news climate?

How stressed are major US river basins?

How bad is air quality in major US metros?

Is the US banking sector showing early-stage deposit liquidity stress?

Is the US Treasury market struggling to absorb new debt issuance?

Does a company's Risk-Factors vs MD&A sentiment gap predict earnings disappointment?

Is current market stress a transient spike or a persistent regime shift?

How complex/opaque is a counterparty's legal ownership structure?

How intense is recent US federal regulatory-change activity?

Is global trade-disruption news (tariffs/sanctions/export bans) escalating?

Is federal prime-contract award activity accelerating or slowing?

Is the US Corn Belt under precipitation/soil-moisture stress?

How elevated is global seismic energy release right now?

How favorable are wind+solar resource conditions in the ERCOT region?

Is FDA Class-I drug-recall enforcement accelerating?

Is Class-I food-recall enforcement accelerating?

How strong is the US dollar against the major-currency basket right now?

How stressed is the US power grid right now (customers out)?

How disrupted is the US airspace system right now (ground stops/delays)?

How heavy is the current US severe-weather alert load?

Is global trade openness (trade as % of GDP) expanding or contracting?

Is river-discharge building toward flood risk on the US Gulf Coast?

Is the US labor market weakening (unemployment level + recent trend)?

Is US housing construction accelerating or stalling?

Is US consumer retail spending accelerating?

Is US industrial output accelerating?

Is US consumer sentiment improving or deteriorating?

Are US initial jobless claims signaling labor stress?

Is US job creation accelerating or slowing?

Are US building permits (leading housing) accelerating?

Is US business capex (durable-goods orders) accelerating?

Is US personal consumption accelerating?

Is US auto demand accelerating or slowing?

Is US federal rulemaking accelerating or decelerating right now?

How tight is the US labor market right now, and tightening or loosening?

How elevated are US commercial energy prices vs historical norms?

Is US infrastructure investment accelerating or contracting relative to trend?

What is the current global liquidity stress level — tightening or easing?

Is US freight activity elevated vs baseline (carrier utilization / regulatory demand)?

Is the OSS software supply chain under elevated vulnerability pressure, and where?

How intense is pharma/device industry financial engagement with US physicians, and growing?

Is US raw-material production stressed (output decline or input-price surge)?

Is the US labor market actively deteriorating (claims/unemployment up, quits/hires down)?

Are Euro-Area governments on a sustainable fiscal path?

What geopolitical risk is embedded in US supply chains; is China dependence improving?

Is the global clinical-trial landscape becoming more or less complex?

Is there an acute food-price shock now, and how severe across global + US markets?

How elevated is US volcanic alert pressure right now?

Is drug labeling activity accelerating or decelerating vs baseline?

Low bidder participation is a leading indicator of liquidity stress and yield spikes before official rating downgrades.

Variance in dwell times predicts downstream inventory holding cost spikes more accurately than average dwell time.

Correlates AI training bursts with regional blackouts and energy arbitrage opportunities.

Tracks speed of generic entry post-patent cliff to predict hospital formulary cost reductions and revenue erosion.

Longer permitting cycles significantly reduce residential EV adoption rates in high-density areas.

High dependency on single-region fabrication correlates with extended order-fulfillment delays during regulatory shocks.

Sudden premium spikes precede increased frequency of non-ransomware cyber incidents in high-risk sectors.

High materiality scores predict higher cost of capital for water-intensive industries in stressed regions.

The gap between actual digital tax revenue and potential liability indicates erosion of the domestic tax base.

Rising energy-per-token correlates with diminishing returns in LLM performance, signaling marginal cost inflection.

Measures cargo shift from rail to truck due to rail strikes, predicting local inflation spikes.

High grid stress during heatwaves in UHI zones predicts localized transformer failures and disproportionate maintenance costs.

Negative sentiment spikes in support tickets lead contract renewals by 30-60 days, offering early risk detection.

Rising severity scores in servicer complaints precede spikes in delinquency rates and refinancing failure rates.

Persistent backwardation in battery metals signals immediate supply chain stress for OEMs.

Deep discounts paired with long vacancy periods signal structural demand collapse rather than cyclical dips.

Higher compliance deficits in key sectors predict increased tariffs and supply chain cost inflation.

Renewal premiums exceeding 15% YoY correlate with increased vacancy rates in Class B/C office assets.

Acceleration predicts residential eviction filings with a 2-month lag.

Rising stall rate leads commercial RE stress by 4-quarters.

High-gap-index correlates with inpatient margin compression.

Index-momentum correlates with NFP decline and default velocity.

Clustered commercial lease expirations within 12-month window predict localized vacancy rate spikes.