AlpineDataWorks.AI MCP server
Which MCP servers are AlpineDataWorks.AI's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.
read 2026-10-24
- Registry namecom.alpinedataworks/adw-intelligence-serververified in the MCP registry
The registry name sits under alpinedataworks.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.
- Stateanswerschecked 2026-10-24
- Tools317
- Server calls itselfadw-intelligence-server
- Server version0.3.0
- Protocol version2025-06-18
On 2026-10-24 the server answered initialize and tools/list without a sign-in. First answer in 46 ms.
- Whether its tools do the product's job has not been judged yet.
- Checked on 5 of the 7 days it takes to judge reliability.
Once connected
- For "call intelligence objects from an AI agent over MCP", the likely first call is adw.catalog.
- Its definitions take about 66990 tokens of context: enable only the tools a task needs.
Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.
- INITE MCP scoreafter a weeka score needs 7 daily checks: 5 so far
- Answeredmeasuring5 of the 7 daily checks it takes to print a share
- Median first answer434 ms
- Space in an agent's context≈ 66,990 tokensthe definitions of all its tools (317), which an agent carries on every turn
- Tool definitionsA · 100 of 100
- Typed results0 of 317 toolsdeclared outputSchema: results come typed, read once
- Every tool passes all six checks.
What an agent can do with it
- not sure · look up county risk layers for a zip code on a map
- not sure · pull pre-computed economic scores into a spreadsheet
- can do · call intelligence objects from an AI agent over MCP
Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?
Worth a look
None of the five warning signs in these definitions.
A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →
adw.catalogList 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.
adw.sampleFREE 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…
adw.feedbackWe'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…
adw.health_riskGeographic 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`.
adw.obesity_riskAge-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'.
adw.air_quality_riskCounty-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…
adw.county_cancerAge-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…
adw.county_waterDrinking-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…
adw.county_mortalityComposite 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…
adw.county_sdohCounty-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…
adw.adw_001Returns a 0-100 crypto sentiment and volatility regime index (0.4 sentiment + 0.3 volume momentum + 0.3 volatility adjustment from Alternative.me, CoinGecko, Coinbase, OKX; hourly, history to 2018) with composite_score…
adw.adw_002Returns a 0-100 US macro economic health score (Z-scored CPI inflation, unemployment, and GDP growth from FRED/BLS/BEA, monthly history to 1960) with inflation_pressure, labor_market_status, and growth_momentum sub-fields. Call when the…
adw.adw_003Returns a 0-100 DeFi protocol TVL-driver score (daily DeFiLlama + Etherscan data; TVL/APY divergence logic decomposed by asset type, history to 2018) with primary_driver_label, tvl_delta_usd, apy_trend, and asset_composition. Call when…
adw.adw_004Returns a 0-100 US bank stability and branch coverage index (FDIC BankFind + FRED; branch density and deposit growth scaled by bank failure rate; quarterly since 1976) with stability_index, branch_density_score, and…
adw.adw_005Returns a 0-100 global real estate affordability score (higher = more affordable; normalized price-to-income and rent-to-income from FRED housing and World Bank data, monthly since 1963) with affordability_score, price_to_income_ratio…
adw.adw_006Returns a 0-100 renewable-share and grid carbon intensity summary (weighted 24h avg CO2, EIA + Electricity Maps, hourly, history since 1973) with avg_co2_intensity, renewable_share_pct, grid_load_status, and greenness_flag (renewables…
adw.adw_007Returns a 0-100 US financial-news velocity index: article volume across 4 Tavily news searches (stock market, economic outlook, fed policy, inflation) vs the rolling average of previous runs (50 = steady, >50 accelerating), with…
adw.adw_008Returns a 0-100 AI/software ecosystem health score (daily, reproducible from keyless GitHub REST data: 10-repo AI/ML basket, 0.6 stars-mindshare + 0.4 issue/star engagement) with health_score, primary_driver_label, organic_vs_hype, and…
adw.adw_009Returns a 0-100 global supply chain continuity score (low = acute stress; normalized Freightos FBX and Drewry WCI freight indices plus NY Fed GSCPI z-score, weekly since 1975) with continuity_score, freight_trend, and confidence. Call…
adw.adw_010Returns a 0-100 source quality and freshness index (0.5 freshness + 0.3 completeness + 0.2 stability, computed daily across data.gov, FRED, SEC EDGAR, World Bank) with quality_index, freshness_hours, completeness_pct, stability_score…
adw.adw_015Returns a monthly 0-100 US consumer-credit stress score (FRED card delinquency rate + revolving credit YoY, z-scored vs trailing 36 months; 50=neutral, higher=stress; since 1992) with trend, confidence, stress_level, top_drivers…
adw.adw_101Returns a 0-100 volatility regime-shift early-warning score for US equities (daily SPY log-returns, 60-day rolling z-score, CUSUM change-point detection, Shannon entropy weighting; 9+ years history) with trend, confidence, top_drivers…
adw.adw_102Returns a 0-100 fat-tail risk escalation score for US equities (shift in S&P 500/SPY's 20-day tail-exceedance rate beyond 1.5σ vs its 252-day baseline, sigmoid-scaled, refreshed daily) with score, trend, confidence, top_drivers…
adw.adw_103Returns a daily 0-100 volatility regime-shift score (10-day OLS slope of SPY 20-day realized volatility, percentile-ranked against a 252-day history) with trend, confidence, top_drivers, realized_vol_20d_ann, and vol_slope_10d. Call when…
adw.adw_104Returns a 0-100 volatility-range expansion score for US equities (SPY daily OHLCV via Stooq; ATR-14 vs ATR-252 baseline, percentile-ranked over 10 years; ratio >1 = expanding) with score, trend, confidence, top_drivers, atr_14d…
adw.adw_105Returns a 0-100 volatility-regime score for SPY (percentile-ranked 60-day rolling tail-variance ratio — share of variance from extreme 20th/80th-percentile daily moves; Stooq OHLCV, daily since 2016) with trend, confidence, top_drivers…
adw.adw_106Returns a daily 0-100 return-asymmetry score for US equities (SPY 60-day returns; 90th-percentile upper-tail mean minus 10th-percentile lower-tail mean; 50=symmetric, >50=upside skew) with trend, confidence, top_drivers, tmd_raw, and…
adw.adw_016Returns a 0-100 promo-elasticity gap score by retail category (realized promotional ROI versus the elasticity-implied maximum, computed daily from POS volume, discount depth, promo calendars, and competitor pricing) with score, trend…
adw.adw_017Returns a 0-100 monthly consumer discretionary-squeeze score (YoY Core CPI vs. wage growth divergence, FRED, z-scored vs 36-month window; 50=neutral, higher=squeeze rising) with squeeze_level, trend, real_wage_gap_pct, core_cpi_yoy_pct…
adw.adw_018Returns a 0-100 demographic-affinity score for retail site selection by US zip code (Census ACS income, age, and household-size data blended with proprietary spending-propensity weights; daily refresh, history to 1987) with score, trend…
adw.adw_019Returns a 0-100 supply-chain disruption cost index (stochastic optimization over lead-time volatility, demand variance, and holding costs from trade statistics, shipping indices, and commodity price feeds) with score, trend, confidence…
adw.adw_020Returns a 0-100 supply-chain disruption-risk score (NLP over GDELT-derived news sentiment and official trade alerts, entity-specific risk events weighted into a disruption probability, daily since 1998) with score, trend, confidence, and…
adw.adw_021Returns a 0-100 nursing-staff shortage risk score (daily time-series forecast blending real-time hospital admission rates, seasonal patterns since 1948, and BLS local healthcare employment) with score, trend, confidence, and top_drivers…
adw.adw_023Returns a 0-100 energy-cost volatility index (30-day WTI log-return stdev 70% + 3-month Energy CPI stdev 30%, normalized vs 5-year history; FRED, monthly since 1989) with score, trend, confidence, top_drivers, volatility_level, latest WTI…
adw.adw_024Returns a 0-100 consumer aspiration-premium index (apparel CPI YoY minus core CPI YoY, z-scored vs 5yr history; FRED, monthly since 1960) with score, trend, confidence, top_drivers, and aspiration_spread_pct. Call when the user asks about…
adw.adw_026Returns a 0-100 gas perception-gap score (MoM gasoline CPI vs UMich consumer sentiment, divergence z-scored vs 36-month history; 100=aligned, 0=extreme gap) with trend, confidence, alignment_label, and signed divergence_z_score. Call when…
adw.adw_027Returns a 0-100 regional sunlight-deficit wellbeing risk score (NSRDB solar irradiance and NOAA daylight duration mapped against historical mental-health utilization; daily, history to 1966) with score, trend, confidence, and top_drivers…
adw.adw_028Returns a 0-100 monthly brand sentiment-to-sales-volume gap score (UMich consumer sentiment MoM vs FRED retail sales MoM, percentile-ranked over 36 months) with gap_type (hype-trap vs undervalued-utility), trend, confidence, and…
adw.adw_029Returns a 0-100 labor-adjacent capacity score (daily cost-differential between permanent hiring and contingent staffing, from BLS data, LinkedIn Economic Graph, Glassdoor wage indices, and internal HRIS hiring velocity and utilization)…
adw.adw_030Returns a 0-100 climate-adaptation capex priority score (geospatial flood, wildfire, and heat hazard data from NOAA NCEI, USGS, and the World Bank, combined with asset location and value into a risk-adjusted ROI per intervention) with…
adw.adw_031Returns a 0-100 digital infrastructure load index (monthly FRED series; YoY z-scores: electricity generation 60% + data-processing PPI 40%; >70=high stress) with score, trend, load_level, composite_z_score, and driver YoY rates. Call when…
adw.adw_046Returns a 0-100 corporate credit-spread stress score (Baa spread and high-yield OAS from FRED, equal-weight z-scores vs a trailing 130-observation window, 50=neutral, monthly since 1953) with trend, confidence, top_drivers…
adw.adw_053Returns a 0-100 inflation-expectations gap score (10-year breakeven T10YIE minus realized core CPI YoY, FRED, z-scored vs trailing 36-month divergence; >50 = expectations above realized) with trend, confidence, gap_label…
adw.adw_054Returns a 0-100 yield-curve inversion signal (FRED T10Y2Y and T10Y3M spreads negated, z-scored vs a 130-obs trailing window since 1980; 50=neutral, >50=more inverted than historical average) with trend, confidence, inversion_depth_label…
adw.adw_055Returns a 0-100 US dollar strength score (composite z of FRED broad trade-weighted index DTWEXBGS: level 60%, 30-day momentum 40%; 50=neutral, higher=stronger; monthly, 16.5yr history) with trend, confidence, top drivers, strength_label…
adw.adw_056Returns a 0-100 US consumer savings-rate stress index (FRED PSAVERT personal saving rate, inverted and z-scored vs a trailing 36-month window; >50 = below-average saving, monthly since 1962) with score, trend, confidence, saving_rate_pct…
adw.adw_032Returns a 0-100 regulatory compliance risk score by jurisdiction and domain area (NLP over official gazettes, agency publications, and public enforcement databases, weighted by violation frequency and severity) with score, trend…
adw.adw_033Returns a 0-100 supply-chain diversification score (HHI concentration across supplier spend, sourcing regions, and transport modes; ImportGenius, Panjiva, UN Comtrade, World Bank LPI) with trend, confidence, and top_drivers. Call when the…
adw.adw_201Returns a 0-100 port-congestion lead-time variance score (daily probabilistic delay distribution built from port-authority AIS vessel arrivals, terminal dwell times, and crane-productivity metrics) with trend, confidence, and top_drivers…
adw.adw_202Returns a 0-100 credit-default risk proxy for SMBs that lack public financials or credit-bureau histories (logistic regression over utility payment records, court filings, business registrations, and bank-transaction aggregates; daily…
adw.adw_204Returns a 0-100 shelf-share velocity score benchmarking distribution efficiency against category leaders (POS volumes and inventory turnover by SKU and store, normalized to category sales; NielsenIQ/IRI data, daily, history to 1995) with…
adw.adw_205Returns a 0-100 marketing-mix optimization score by consumer segment (composite of sales volume, price elasticity, and promotion frequency from NielsenIQ/IRI scanner and panel data, daily, history to 1962) with score, trend, confidence…
adw.adw_037Returns a 0-100 wage-price spiral risk score (YoY avg hourly earnings + YoY core CPI, FRED, equal-weight z-scores vs 36-month window; >50 = rising risk, monthly) with trend, wages_yoy_pct, core_cpi_yoy_pct, and wages_z/cpi_z to tell…
adw.adw_038Returns a 0-100 US freight and logistics cost pressure index (truck freight PPI YoY plus diesel 4-week change, weighted z-scores vs a 36-month window; FRED, monthly since 2007) with score, trend, confidence, top_drivers, and component…
adw.adw_040Returns a 0-100 healthcare cost inflation index (monthly FRED medical CPI vs core CPI year-over-year spread, z-scored over a 36-month window) with score, trend, confidence, medical_cpi_yoy_pct, core_cpi_yoy_pct, healthcare_spread_pct, and…
adw.adw_042Returns a 0-100 auto affordability score (New Vehicle CPI YoY + 48-month auto loan rate z-scores, 0.6/0.4 weighted vs 36-month window, FRED monthly since 1983) with trend, confidence, top_drivers, affordability_label, vehicle_price_z…
adw.adw_044Returns a 0-100 food-price pressure score (FRED Food CPI + Farm Products PPI YoY, 0.6/0.4-weighted z-scores vs a 36-month window; monthly since 1950) with trend, confidence, pressure_level, top_drivers, and component YoY/z fields. Call…
adw.adw_045Returns a 0-100 US labor-market tightness score (monthly JOLTS job openings ÷ unemployed from FRED, z-scored vs a 36-month window; 50=neutral, higher=tighter) with trend, confidence, tightness_label, openings_to_unemployed_ratio, and raw…
adw.adw_047Returns a 0-100 money-supply momentum index (FRED M2 YoY growth and M2 velocity z-scores, equal-weight composite vs trailing 36-month window, monthly since 1962) with score, trend, monetary_impulse_label, m2_yoy_pct, m2v_level, component…
adw.adw_049Returns a 0-100 US productivity-vs-labor-cost index (FRED nonfarm output per hour OPHNFB vs unit labor costs ULCNFB, z-score spread over a 36-quarter window, quarterly since 1949; >50 = productivity leading) with score, trend, confidence…
The first 60 of 317, as the server listed them.
How to connect
Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:
{
"mcpServers": {
"adw-intelligence-server": {
"type": "http",
"url": "https://api.alpinedataworks.com/mcp"
}
}
}Add it
Claude Code, in a terminal
claude mcp add --transport http alpinedataworks https://api.alpinedataworks.com/mcpclaude.ai, ChatGPT and other clients: add https://api.alpinedataworks.com/mcp as a custom connector in the settings.
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
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