// SCAN REPORT

AlpineDataWorks Intelligence Server

196 tools. 1 can modify or destroy data without limits.

1 write tool that can modify data. Rate limits recommended.

Last updated:

1 can modify or destroy data
195 read-only
196 tools total

Community server · catalogue entry checked 09/07/2026 · full schemas captured for 194 of 196 tools

How to control AlpineDataWorks Intelligence Server ↓

TOOL MAP

What AlpineDataWorks Intelligence Server exposes to your agents

Read (195) Write / Execute (1) Destructive / Financial (0)

Running more than one server? Check your whole stack →

CONTEXT-WINDOW COST

What AlpineDataWorks Intelligence Server costs in tokens

20,510 tokens of tool definitions, loaded on every request
10% of a 200k context window
247 heaviest tool: adw.feedback

Full per-tool breakdown → Model it in the token calculator →

MOST DANGEROUS TOOLS
High Risk

The most dangerous AlpineDataWorks Intelligence Server tools

Write · Low adw.feedback The tool collects and submits survey feedback to an external server.

1 of AlpineDataWorks Intelligence Server's 196 tools can modify, destroy, or commit something on every call — and an agent calls them with no built-in limits.

POLICY

How to control AlpineDataWorks Intelligence Server

PolicyLayer is an MCP gateway — it sits between your AI agents and AlpineDataWorks Intelligence Server, and nothing reaches the server without passing your rules. These are the rules we recommend:

Rate limit write operations
{
  "adw.feedback": {
    "limits": [
      {
        "counter": "adw.feedback_per_hour",
        "window": "hour",
        "max": 30,
        "scope": "grant"
      }
    ]
  }
}

Prevents bulk unintended modifications from agents caught in loops.

Cap read operations
{
  "adw.adw_001": {
    "limits": [
      {
        "counter": "adw.adw_001_per_minute",
        "window": "minute",
        "max": 60,
        "scope": "grant"
      }
    ]
  }
}

Controls API costs and prevents retry loops from exhausting upstream rate limits.

  1. Create a free account and register AlpineDataWorks Intelligence Server — nothing to install.
  2. Add these rules — paste them, or build them visually. Tune the limits to your setup.
  3. Point your MCP client (Claude, Cursor, anything) at your gateway URL.
ENFORCE POLICY ON ALPINEDATAWORKS INTELLIGENCE →

Instant setup, no code required.

FULL CATALOGUE

All 196 AlpineDataWorks Intelligence Server tools

WRITE 1 tools
Write adw.feedback We'd love your feedback as an AI agent using this data. Call with NO arguments to see the short survey; call a
READ 195 tools
Read adw.adw_001 What is the current sentiment & volatility regime for crypto? Read adw.adw_002 How healthy is the US macro economy right now? Read adw.adw_003 Why is TVL in this DeFi protocol changing? Read adw.adw_004 What is the stability & coverage of US banking? Read adw.adw_005 How affordable is real estate vs income? Read adw.adw_006 Current carbon intensity & renewable share? Read adw.adw_007 Current global news sentiment & velocity? Read adw.adw_008 Organic growth or hype in AI/software? Read adw.adw_009 How stressed are global supply chains? Read adw.adw_010 How fresh & complete is this source? Read adw.adw_011 How exposed is the US economy to billion-dollar weather/climate disaster pressure right now? Read adw.adw_015 How stressed is US consumer credit right now — rising delinquencies or credit binging? Read adw.adw_016 Is US demand in gasoline, new-vehicle, and food retail categories currently running more or less price-sensiti Read adw.adw_017 Enables retailers and brands to time promotions and optimize assortment by quantifying the financial pressure Read adw.adw_018 Which US counties show the strongest demographic profile (income, housing affordability, rent burden, market s Read adw.adw_019 How much is US freight cost-per-shipment currently deviating from its trailing 2-year baseline, as a macro pro Read adw.adw_020 Give logistics managers an early physical-hazard warning (active severe weather nationally) before it disrupts Read adw.adw_021 Is US healthcare-sector labor demand (job openings) currently running hot or cool relative to its own trailing Read adw.adw_023 Enables corporate buyers to quantify price risk and justify locking in long-term energy contracts to stabilize Read adw.adw_024 Enables brands to distinguish whether their pricing power stems from emotional aspiration or functional utilit Read adw.adw_025 Is US federal contract-award activity (count of distinct awards, not dollar volume) accelerating or decelerati Read adw.adw_026 Quantifies divergence between actual gasoline price moves and consumer sentiment to flag political risk and de Read adw.adw_027 How does current sunlight exposure across major US metros compare to the seasonal norm right now, and which me Read adw.adw_028 Identify marketing inefficiencies by isolating high-engagement, low-conversion campaigns to optimize ad spend Read adw.adw_029 Enables enterprises to make data-driven decisions on whether to expand headcount or engage external contractor Read adw.adw_030 Enable organizations to prioritize and allocate capital expenditure for climate resilience projects based on q Read adw.adw_031 Enables IT leaders to forecast infrastructure capacity needs and prevent service outages during peak demand pe Read adw.adw_032 Gauge whether US cross-sector federal compliance rulemaking (environmental, workplace-safety, product/health, Read adw.adw_033 Enable logistics buyers to quantify and mitigate concentration risk by identifying over-reliance on specific s Read adw.adw_034 What is the current level and momentum of US tourism demand? Read adw.adw_037 How elevated is the feedback loop between wage growth and consumer price inflation right now? Read adw.adw_038 How much pressure are freight and diesel costs placing on supply chains and margins right now? Read adw.adw_040 Is healthcare inflation running meaningfully above or below general core inflation right now? Read adw.adw_041 How fast is renewable share growing? Read adw.adw_042 How affordable is purchasing a new vehicle today relative to recent history? Read adw.adw_044 How much upward price pressure is the food supply chain exerting on consumers right now? Read adw.adw_045 How tight is the US labor market — are there meaningfully more job openings than unemployed workers? Read adw.adw_046 Are corporate credit spreads signaling elevated default risk right now? Read adw.adw_047 Is M2 money supply growth above or below its historical trend, and how does velocity amplify or dampen that si Read adw.adw_049 Is nonfarm business productivity outpacing unit labor cost growth — or is the cost squeeze tightening? Read adw.adw_050 How stressed is the residential mortgage market — combining rate levels with delinquency trends? Read adw.adw_052 How elevated is stress in the commercial real estate lending market relative to historical norms? Read adw.adw_053 Are market inflation expectations running above or below realized core CPI? Read adw.adw_054 How deep is the current yield-curve inversion and is it deepening? Read adw.adw_055 Is the US dollar strengthening or weakening vs its historical range? Read adw.adw_056 Are US consumers running down savings at an alarming rate? Read adw.adw_062 How tight are US petroleum stocks? Read adw.adw_067 How recovered is US air travel vs its prior-year baseline? Read adw.adw_071 Is stablecoin capital flowing into or out of crypto? Read adw.adw_072 How broadly distributed is DeFi liquidity across chains? Read adw.adw_073 How strong is developer momentum in TypeScript, Python, Rust, and Go? Read adw.adw_075 How fast is renewable capacity growing? Read adw.adw_076 Are US climate-disaster costs trending above historical norms? Read adw.adw_101 Enables traders to anticipate imminent volatility regime shifts to optimize position sizing and hedge timing b Read adw.adw_102 Enables traders to detect early-stage increases in fat-tail risk to prevent catastrophic drawdowns during mark Read adw.adw_103 Identify cyclical volatility regime shifts to time entries and exits with higher predictive accuracy than stan Read adw.adw_104 Helps traders identify assets with expanding volatility ranges to anticipate breakout opportunities and optimi Read adw.adw_105 Enables traders to identify accelerating volatility regimes for timing entries or hedging based on statistical Read adw.adw_106 Capture non-linear return dynamics by measuring the difference between tail means to identify assets with asym Read adw.adw_110 Are large holders accumulating or distributing BTC? Read adw.adw_111 Is money flowing into or out of equities broadly? Read adw.adw_112 Is the metals complex calm or stressed? Read adw.adw_113 How stressed is the global supply chain? Read adw.adw_114 How active are major US metros right now? Read adw.adw_115 Is Bitcoin on-chain network activity surging or unusually quiet right now? Read adw.adw_116 How dense is live US air traffic? Read adw.adw_117 How open/safe is global travel demand? Read adw.adw_120 How healthy is the US population? Read adw.adw_121 How strained is US behavioral health? Read adw.adw_122 Is drug-adverse-event reporting surging? Read adw.adw_123 How big is the US healthcare-access gap? Read adw.adw_124 How active is the US clinical-trial pipeline? Read adw.adw_125 How heavy is US notifiable-disease burden? Read adw.adw_126 Is federal spending accelerating? Read adw.adw_127 How active is federal rulemaking? Read adw.adw_128 Is US research output accelerating? Read adw.adw_129 How seismically active is the world now? Read adw.adw_130 How elevated is geomagnetic activity? Read adw.adw_131 How stable is the global news climate? Read adw.adw_132 How stressed are major US river basins? Read adw.adw_133 How bad is air quality in major US metros? Read adw.adw_201 Enable shippers to gauge whether US container-port throughput is running above or below its trailing-year norm Read adw.adw_202 What is the current NATIONAL macro-level SMB credit-stress condition (bank business-loan delinquency + busines Read adw.adw_204 Directionally, is US retail inventory building up or thinning out relative to sales in a given broad category Read adw.adw_205 What is the current national-level macro pressure on US retail pricing, input costs, and sales-volume momentum Read adw.adw_206 Is the US banking sector showing early-stage deposit liquidity stress? Read adw.adw_207 Is the US Treasury market struggling to absorb new debt issuance? Read adw.adw_208 Does a company's Risk-Factors vs MD&A sentiment gap predict earnings disappointment? Read adw.adw_209 Is federal prime-contract award activity accelerating or slowing? Read adw.adw_210 Is current market stress a transient spike or a persistent regime shift? Read adw.adw_212 How elevated is global seismic energy release right now? Read adw.adw_213 Is the US Corn Belt under precipitation/soil-moisture stress? Read adw.adw_215 How disrupted is the US airspace system right now (ground stops/delays)? Read adw.adw_217 How favorable are wind+solar resource conditions in the ERCOT region? Read adw.adw_219 Is FDA Class-I drug-recall enforcement accelerating? Read adw.adw_220 Is Class-I food-recall enforcement accelerating? Read adw.adw_223 Is global trade openness (trade as % of GDP) expanding or contracting? Read adw.adw_232 How intense is recent US federal regulatory-change activity? Read adw.adw_233 Are bank net interest margins compressing across the sector? Read adw.adw_234 How complex/opaque is a counterparty's legal ownership structure? Read adw.adw_238 Is global trade-disruption news (tariffs/sanctions/export bans) escalating? Read adw.adw_250 How strong is the US dollar against the major-currency basket right now? Read adw.adw_251 How stressed is the US power grid right now (customers out)? Read adw.adw_252 How heavy is the current US severe-weather alert load? Read adw.adw_253 Is river-discharge building toward flood risk on the US Gulf Coast? Read adw.adw_254 Is the US labor market weakening (unemployment level + recent trend)? Read adw.adw_255 Is US housing construction accelerating or stalling? Read adw.adw_256 Is US consumer retail spending accelerating? Read adw.adw_257 Is US industrial output accelerating? Read adw.adw_258 Is US consumer sentiment improving or deteriorating? Read adw.adw_259 Are US initial jobless claims signaling labor stress? Read adw.adw_260 Is US job creation accelerating or slowing? Read adw.adw_261 Are US building permits (leading housing) accelerating? Read adw.adw_262 Is US business capex (durable-goods orders) accelerating? Read adw.adw_263 Is US personal consumption accelerating? Read adw.adw_264 Is US auto demand accelerating or slowing? Read adw.adw_310 Is US federal rulemaking accelerating or decelerating right now? Read adw.adw_311 How tight is the US labor market right now, and tightening or loosening? Read adw.adw_312 How intense is pharma/device industry financial engagement with US physicians, and growing? Read adw.adw_313 How elevated are US commercial energy prices vs historical norms? Read adw.adw_314 Is US infrastructure investment accelerating or contracting relative to trend? Read adw.adw_335 Is US freight activity elevated vs baseline (carrier utilization / regulatory demand)? Read adw.adw_339 Is the OSS software supply chain under elevated vulnerability pressure, and where? Read adw.adw_347 What is the current global liquidity stress level — tightening or easing? Read adw.adw_348 Is the US labor market actively deteriorating (claims/unemployment up, quits/hires down)? Read adw.adw_349 Are Euro-Area governments on a sustainable fiscal path? Read adw.adw_354 What geopolitical risk is embedded in US supply chains; is China dependence improving? Read adw.adw_355 Is US raw-material production stressed (output decline or input-price surge)? Read adw.adw_356 How elevated is US volcanic alert pressure right now? Read adw.adw_357 Is drug labeling activity accelerating or decelerating vs baseline? Read adw.adw_377 Is the global clinical-trial landscape becoming more or less complex? Read adw.adw_382 Is there an acute food-price shock now, and how severe across global + US markets? Read adw.adw_383 Low bidder participation is a leading indicator of liquidity stress and yield spikes before official rating do Read adw.adw_384 Variance in dwell times predicts downstream inventory holding cost spikes more accurately than average dwell t Read adw.adw_385 Correlates AI training bursts with regional blackouts and energy arbitrage opportunities. Read adw.adw_386 Tracks speed of generic entry post-patent cliff to predict hospital formulary cost reductions and revenue eros Read adw.adw_387 Longer permitting cycles significantly reduce residential EV adoption rates in high-density areas. Read adw.adw_388 High dependency on single-region fabrication correlates with extended order-fulfillment delays during regulato Read adw.adw_390 Sudden premium spikes precede increased frequency of non-ransomware cyber incidents in high-risk sectors. Read adw.adw_391 High materiality scores predict higher cost of capital for water-intensive industries in stressed regions. Read adw.adw_392 The gap between actual digital tax revenue and potential liability indicates erosion of the domestic tax base. Read adw.adw_393 Rising energy-per-token correlates with diminishing returns in LLM performance, signaling marginal cost inflec Read adw.adw_394 Measures cargo shift from rail to truck due to rail strikes, predicting local inflation spikes. Read adw.adw_395 High grid stress during heatwaves in UHI zones predicts localized transformer failures and disproportionate ma Read adw.adw_396 Negative sentiment spikes in support tickets lead contract renewals by 30-60 days, offering early risk detecti Read adw.adw_397 Rising severity scores in servicer complaints precede spikes in delinquency rates and refinancing failure rate Read adw.adw_398 Persistent backwardation in battery metals signals immediate supply chain stress for OEMs. Read adw.adw_399 Deep discounts paired with long vacancy periods signal structural demand collapse rather than cyclical dips. Read adw.adw_400 Higher compliance deficits in key sectors predict increased tariffs and supply chain cost inflation. Read adw.adw_401 Renewal premiums exceeding 15% YoY correlate with increased vacancy rates in Class B/C office assets. Read adw.adw_402 Acceleration predicts residential eviction filings with a 2-month lag. Read adw.adw_403 Rising stall rate leads commercial RE stress by 4-quarters. Read adw.adw_404 High-gap-index correlates with inpatient margin compression. Read adw.adw_405 Index-momentum correlates with NFP decline and default velocity. Read adw.adw_406 Clustered commercial lease expirations within 12-month window predict localized vacancy rate spikes. Read adw.adw_408 What is the current climate loss pressure indicated by flood-insurance claim trends by state? Read adw.adw_409 What is the current regulatory burden based on recent financial-sector rulemakings? Read adw.adw_410 What is the current global funding stress level across active humanitarian plans? Read adw.adw_411 What is the current cost pressure on the textile and apparel sector based on input prices? Read adw.adw_412 Is global significant-earthquake (M5.5+) activity currently above or below its trailing norm? Read adw.adw_413 What is the current volatility in open-source dependencies based on release and yank trends? Read adw.adw_414 What is the current cross-signal between essentials wage growth and medical-device adverse events? Read adw.adw_415 What is the current grid heating stress based on temperature and electricity demand? Read adw.adw_416 What is the current agricultural water stress based on temperature anomalies and groundwater levels? Read adw.adw_417 Is global population-weighted food-insecurity prevalence rising or falling versus its recent trailing baseline Read adw.adw_418 Is newly-disclosed vulnerability activity across widely-used npm and PyPI packages accelerating above its own Read adw.adw_419 What is the current Superfund/NPL site status-change activity level and active-site count by EPA region? Read adw.adw_420 How volatile/dispersed was the most recent US Senate general-election cycle compared to the trailing 3-cycle b Read adw.adw_421 Is global air-traffic network activity running at its normal short-term pace, surging, or showing signs of dis Read adw.adw_422 What is the current momentum of pharmacogenomic (PGx) guideline-system expansion, as a leading proxy for preci Read adw.adw_423 Is the pace of federal contract-dollar obligation accelerating or drying up right now vs its own trailing 12-m Read adw.adw_424 Is demand for US federal .gov digital services rising or falling right now versus its own trailing baseline? Read adw.adw_425 What is the current pace of US federal grant-dollar execution vs its own trailing-12-month norm? Read adw.adw_426 Retrieve the latest clinical trial attrition risk data from the CTIS decision date stream. Read adw.adw_427 Fetch the defense procurement complexity metrics from the DoD USASpending data windows. Read adw.adw_428 Get the agro-ecological yield stress index based on US Drought Monitor data for key crop states. Read adw.adw_430 Retrieve the foreign-entity lobbying index derived from recent FARA registration data. Read adw.adw_431 Fetch the soil-input stress index based on Producer Price Index year-over-year changes. Read adw.adw_432 Retrieve the water compliance risk score from the ICIS entry data windows. Read adw.adw_433 Get the greenhouse emissions intensity metrics for specific countries. Read adw.adw_434 Retrieve the global air-quality health load data based on recent PM2.5 levels. Read adw.adw_435 Fetch the AI inference cost efficiency metrics for text-output models. Read adw.adw_436 Retrieve the software dependency risk scores for specific packages. Read adw.adw_437 Get the government web technology adoption statistics for devices, OS, and browsers. Read adw.adw_438 Retrieve the federal labor rate benchmarks for specific role families. Read adw.adw_439 Fetch the carbon credit liquidity index based on recent daily trading data. Read adw.air_quality_risk County-level air-quality index from EPA AQS annual summaries (ADW-308). Returns national percentile rank, band Read adw.catalog List ALL available AlpineDataWorks intelligence indices (id, name, domain, grain, tiers, and the tool name to Read adw.county_cancer Age-adjusted all-sites cancer incidence index for any US county (ADW-303, USCS SEER+NPCR 2019-2023). Returns n Read adw.county_mortality Composite county mortality risk index (ADW-305) including premature death, suicide, overdose, and inverted lif Read adw.county_sdoh County-level social determinants of health (SDOH) disadvantage index (ADW-306) from AHRQ. Composite of income, Read adw.county_water Drinking-water contamination index from EPA SDWA health-based violations (ADW-304). Returns national percentil Read adw.health_risk Geographic health-risk index for any US ZIP/ZCTA (CDC PLACES, 40 measures). Returns a 0-100 risk score, band, Read adw.obesity_risk Age-adjusted adult obesity prevalence index for any US ZIP, city, or county (CDC PLACES 2025). Returns nationa Read adw.sample FREE sample — no API key or credits required. Returns one complete, non-premium AlpineDataWorks Intelligence O
FAQ

Questions about AlpineDataWorks Intelligence Server

How do I prevent bulk modifications through AlpineDataWorks Intelligence Server? +

The AlpineDataWorks Intelligence Server server has 1 write tools including adw.feedback. Set a rate limit in your policy -- for example, 10 calls per hour prevents an agent from making more than 10 modifications per hour. PolicyLayer enforces this at the gateway, before calls reach AlpineDataWorks Intelligence Server.

How many tools does the AlpineDataWorks Intelligence Server MCP server expose? +

196 tools across 1 categories: Read. 195 are read-only. 1 can modify, create, or delete data.

How do I enforce a policy on AlpineDataWorks Intelligence Server? +

Register the AlpineDataWorks Intelligence Server MCP server in PolicyLayer, apply the suggested rules above (adjust the limits to your use case), and point your AI client at the PolicyLayer proxy URL instead of the server directly. Your agents keep the same tools; PolicyLayer evaluates every call against policy before it executes. Nothing to install, live in minutes.

Enforce policy on every AlpineDataWorks Intelligence Server tool call.

Deterministic rules across all 196 AlpineDataWorks Intelligence Server tools. Per-identity grants. Full audit log. Live in minutes. Nothing to install.

ENFORCE POLICY ON ALPINEDATAWORKS INTELLIGENCE →

Instant setup, no code required.

196 AlpineDataWorks Intelligence Server tools catalogued and risk-classified — across an index of 46,500+ MCP servers.

// WHERE THIS COMES FROM

These policies come from AlpineDataWorks Intelligence Server's registry record.

The record behind this page: verified identity, auth posture, risk grade, every tool classified, recommended policy — re-checked continuously.

Teams ship this data inside their own products. See what a licence covers →

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