LiveDataPro is a universal data aggregation gateway explicitly built for Autonomous AI Agents and LLMs. We provide structured, clean JSON data across 50+ sectors without CAPTCHAs, rate-limit bans, or enterprise subscription lock-ins.
Scored across 51 tools
Each tool targets a distinct data domain and action; descriptions explicitly cross-reference sibling tools with 'Do not use…use X' guidance, minimizing misselection despite the breadth. Overlaps such as stock EOD prices vs SEC earnings vs options chains are cleanly separated.
All tool names follow a lowerCamelCase verb_noun pattern with a small set of clear verbs (get/check/lookup/search/validate/verify/scrape). Acronym handling is consistent enough, and there are no mixed snake_case names or vague verbs.
51 tools is far above the practical range for reliable agent selection and exceeds the 25+ heavy threshold. Although each tool covers a distinct data category, the overall surface is very large for a single server.
The surface covers a remarkably broad set of live-data domains—corporate, financial, real estate, logistics, travel, legal, security, ecommerce—with core read operations for each. Minor gaps such as generic news or broad sanctions screening exist, but agents can mostly work around them.
Live corporate bankruptcy filings (Chapter 11/7), liquidation notices, receiverships, and creditor winding-up petitions. Use when screening a business for active or historical bankruptcy filings (US Chapter 11/7, UK Administration/Compulsory Liquidation), court case IDs, appointed liquidators, and creditor claim deadlines. Do not use for general company registration lookups (use verifyCompanyRegistryVat).
Inputs: company_query (required).
Check if an email address, domain, or k-anonymity password hash prefix appears in known dark-web data breaches. Use when auditing whether an email address, corporate domain, or 5-character SHA-1 password hash prefix appears in verified dark-web data breaches or stealer logs. Do not use for IP threat scoring (use getIpIntelligence). Returns compromised status, incident dates, and leaked data categories without exposing plaintext passwords.
Inputs: target_query (required).
Real-time stock levels, exact warehouse quantities available, and backorder status for e-commerce stores. Use when verifying real-time physical warehouse stock quantities, variant availability, fulfillment method (FBA vs Merchant), and restock dates for an e-commerce product URL or SKU. Do not use for historical price comparison (use getEcommercePricing) or return policies (use getMerchantReturnPolicy).
Inputs: product_url_or_sku (required).
Real-time token pricing, context limits, latency (TTFT), and benchmark scores for OpenAI, Anthropic, Gemini, and open-weights LLMs. Use when comparing commercial and open-weights LLM API token pricing (USD per 1M input/output tokens), context window limits, latency (TTFT in ms), and coding benchmarks. Do not use for consumer chat subscriptions (e.g., ChatGPT Plus) or bare-metal GPU server rental (use getCloudServerPricing).
Inputs: task_category.
Live iOS App Store and Google Play Store rankings, download/revenue estimates, version history, and user reviews. Use when analyzing mobile application performance on Apple iOS App Store or Google Play Store, including chart rankings, monthly download/revenue estimates, and 1-star complaint themes. Do not use for open-source code packages (use getSoftwareReleases) or physical e-commerce product reviews (use getProductReviewsSentiment).
Inputs: platform (required), app_identifier (required).
Official central bank policy interest rates, quantitative tightening status, and upcoming rate decision calendar. Use when querying official macroeconomic central bank policy interest rates, recent basis-point changes, next FOMC/MPC meeting dates, and implied rate-cut probabilities. Do not use for retail consumer mortgage/auto loan APRs (use getConsumerLoanRates) or FX currency spot rates (use getFxExchangeRates).
Inputs: central_bank (required).
Compare live hourly and monthly VPS, dedicated CPU, and GPU (H100/A100) server spot/on-demand prices across AWS, GCP, Azure, and Hetzner. Use when comparing live on-demand and spot hourly/monthly USD prices for cloud VPS, dedicated CPU, and AI GPU instances (H100, A100, RTX4090) across AWS, GCP, Azure, and Hetzner. Do not use for per-token LLM inference API pricing (use getAiModelPricing). Returns matching SKUs sorted by lowest hourly cost.
Inputs: min_vcpu, min_ram_gb, gpu_required.
Available retail, office, and industrial warehouse spaces, NNN lease rates per sqm, and vacancy rates. Use when searching for commercial business properties (office, retail, industrial warehouse, hospitality), NNN annual lease rates per sqm, cap rates, and available commercial units. Do not use for residential housing prices or apartments (use getRealEstateStats) or municipal zoning rules (use getParcelZoningInfo).
Inputs: property_type (required), city_or_postcode (required).
Live spot and futures prices for industrial metals, lumber, energy, and agricultural raw materials. Use when querying global wholesale spot and futures benchmark prices (LME, COMEX, CME, ICE) for raw materials, industrial metals, energy, and agriculture in USD. Do not use for retail gas station pump prices (use getFuelPrices) or company stock tickers (use getStockEodPrices).
Inputs: commodity (required).
Average commercial mortgage, auto loan, and personal credit interest rates by country and credit tier. Use when comparing national average retail consumer borrowing APRs (30-year/15-year fixed mortgages, 5-year auto loans, personal loans, credit cards) by country. Do not use for macroeconomic central bank policy rates (use getCentralBankRates) or commercial property leases (use getCommercialRealEstate).
Inputs: loan_type (required), country_code (required).
Spot ocean freight rates for 20ft and 40ft (FEU) containers between global trade lanes. Use when quoting port-to-port commercial ocean container spot rates (20ft TEU, 40ft FEU, Reefer) in USD between maritime trade lanes. Do not use for small parcel courier shipping (use getCourierShippingRates) or port berth wait times (use getPortCongestion). Returns current spot index including bunker surcharge flags.
Inputs: origin_port (required), destination_port (required).
Retrieve active corporate directors, C-suite officers, ultimate beneficial owners (UBO), and disqualified officer flags. Use when identifying a company's active C-suite officers, board directors, Ultimate Beneficial Owners (UBOs with >25% equity), and PEP/sanctions screening flags for AML/KYB compliance. Do not use for basic VAT number validation (use verifyCompanyRegistryVat) or HR job openings (use getCorporateJobPostings).
Inputs: company_id_or_name (required), jurisdiction.
Live corporate job openings, hiring velocity, tech stack mentions, and disclosed salary ranges across global job boards. Use when retrieving active corporate job openings, hiring velocity (MoM growth), required tech skills, remote work policies, and disclosed salary ranges for a specific company or role. Do not use for market-wide compensation percentile benchmarks (use getRegionalSalaryBenchmarks) or board directors (use getCorporateDirectorsUbo).
Inputs: company_or_role (required), location_or_remote.
Compare live express parcel shipping rates and delivery ETAs across DHL, UPS, FedEx, and DPD. Use when comparing door-to-door express parcel and air-freight courier quotes (DHL, UPS, FedEx, DPD) and transit ETAs by weight. Do not use for maritime 20ft/40ft ocean containers (use getContainerFreightRates) or passenger rides (use getTaxiEstimate). Requires weight in kg and returns sorted USD quotes.
Inputs: weight_kg (required), origin_country_zip (required), destination_country_zip (required).
Real-time decentralized exchange (DEX) token liquidity pools, trading volume, pool reserves, and smart contract audit safety. Use when auditing on-chain decentralized exchange (DEX) token liquidity pools, 24h volume, FDV, buy/sell tax percentages, and honeypot smart-contract risks. Do not use for token vesting unlock schedules (use getTokenUnlocks) or traditional stock equities (use getStockEodPrices).
Inputs: token_address_or_symbol (required), blockchain.
Upcoming ex-dividend dates, payment dates, dividend yield percentages, and payout ratios for global stocks. Use when checking upcoming corporate ex-dividend dates, record/payment dates, annual dividend yield percentages, payout ratios, and consecutive dividend growth years. Do not use for quarterly EPS earnings reports (use getSecEarningsEps) or daily share prices (use getStockEodPrices).
Inputs: ticker_or_market (required).
Real-time WHOIS and RDAP lookup for domain ownership, registrar, creation/expiry dates, and DNS nameservers. Use when inspecting an active or registered domain's WHOIS/RDAP ownership record, registrar, creation/expiration timestamps, and DNS nameservers. Do not use for discovering dropped/expired domains by keyword (use searchExpiredDomains) or IP geolocation (use getIpIntelligence). Queries authoritative registry RDAP servers in real time.
Inputs: domain (required).
Live Amazon, eBay, and Walmart product pricing, BuyBox winner, seller count, and 90-day price history. Use when tracking retail marketplace product prices, BuyBox winner, active seller counts, and 90-day price history on Amazon, eBay, or Walmart. Do not use for checking exact warehouse stock quantities (use checkProductInventory), customer review sentiment (use getProductReviewsSentiment), or GTIN barcode specs (use lookupBarcodeEanUpc).
Inputs: product_id_or_url (required), marketplace_country.
Live petrol, diesel, LPG, and EV fast-charging prices at stations by postcode or city. Use when looking up retail pump prices for petrol (Unleaded 95/98), diesel, LPG, or EV DC fast-charging at local stations by country and postcode/city. Do not use for wholesale crude oil or bulk commodity futures (use getCommodityPrices). Returns up to 20 nearby stations with local currency prices per liter/kWh.
Inputs: country_code (required), postal_or_city (required).
Real-time foreign exchange (FX) mid-market spot rates, bid/ask spreads, and daily volatility for fiat currency pairs. Use when converting fiat currencies or checking real-time interbank Foreign Exchange (FX) mid-market spot rates, bid/ask spreads, and inverse rates between two 3-letter ISO currency codes. Do not use for cryptocurrency token prices (use getCryptoDexLiquidity) or central bank policy rates (use getCentralBankRates).
Inputs: base_currency (required), target_currency (required).
Live hotel and short-term rental room availability, nightly rates, and airport shuttle info. Use when searching for live short-term hotel or airport accommodation room availability, nightly USD rates, and shuttle options for specific check-in/out dates. Do not use for long-term residential rentals (use getRealEstateStats) or commercial leases (use getCommercialRealEstate). Returns top 25 available properties sorted by proximity and lowest rate.
Inputs: checkin_date (required), checkout_date (required), location_query (required).
Aviation METAR/TAF and hyperlocal 48-hour weather, wind gusts, visibility, and precipitation risk. Use when requesting current meteorological telemetry, aviation METAR/TAF strings, wind gusts, and 48-hour hyperlocal precipitation forecasts. Do not use for historical climate archives or airport gate delays (use getLiveFlights). Updates every 10 minutes from WMO/aviation stations and returns metric units (°C, km/h, meters).
Inputs: location (required).
High-accuracy IP geolocation, ASN/ISP details, and threat detection (VPN, Residential Proxy, Tor, Datacenter). Use when analyzing an IPv4 or IPv6 address for physical geolocation, ASN/ISP ownership, and cybersecurity threat indicators (VPN, Tor exit node, residential proxy, datacenter hosting). Do not use for domain name WHOIS lookups (use getDomainWhois) or street address validation (use validateAddressGeocode). Returns a 0-100 fraud risk score.
Inputs: ip_address (required).
Live airport departures, arrivals, gate numbers, delays, and terminal status. Use when the user needs real-time airport flight boards, delays, terminal/gate assignments, or baggage claim telemetry. Do not use for historical flight logs, ticket booking, or ground transit schedules (use getTransitSchedule instead). Queries live ADS-B and airport FIDS feeds (updated every 60s) and returns up to 100 active flights in UTC/local ISO-8601 format.
Inputs: airport_iata (required), type.
Track corporate lobbying expenditures, registered lobbyists, and government R&D grant awards (USASpending, EU Horizon). Use when tracking disclosed corporate lobbying expenditures, lobbied legislative bills, and awarded government R&D grants (USASpending, EU Horizon) for a specific organization. Do not use for bidding on open procurement tenders (use searchGovernmentTenders).
Inputs: organization_name (required).
Hyperlocal street-level crime rates, safety index scores, and 12-month incident breakdowns by postcode or GPS. Use when evaluating neighborhood safety scores (0-100), crime rates vs national average, and 12-month police incident breakdowns (violent, burglary, vehicle theft) by postcode or GPS coordinates. Do not use for cybersecurity IP fraud checks (use getIpIntelligence).
Inputs: location_query (required).
Parse merchant return windows, restocking fees, free return label eligibility, and refund methods for AI shopping agents. Use when an AI shopping agent needs structured retailer return rules, including return window days, free return shipping eligibility, restocking fees, and refund methods by merchant domain. Do not use for product stock checks (use checkProductInventory) or general webpage scraping (use scrapeUrlToMarkdown).
Inputs: merchant_domain (required).
Real-time equity and index options chains, strike prices, implied volatility (IV), delta, gamma, theta, and open interest. Use when fetching equity or index options contracts (calls and puts), strike prices, bid/ask spreads, Implied Volatility (IV), Open Interest, and Black-Scholes Greeks (Delta, Gamma, Theta) for a specific expiration date. Do not use for spot stock closing prices (use getStockEodPrices).
Inputs: ticker (required), expiration_date (required).
Municipal land use zoning codes, parcel boundaries, max building height/FAR, and permitted commercial uses. Use when inspecting municipal land-use zoning codes (e.g., R-2, C-3, Mixed-Use), parcel lot size, maximum building height/FAR, flood risk, and short-term Airbnb legality for a specific street address or GPS coordinate. Do not use for simple address formatting (use validateAddressGeocode) or home price averages (use getRealEstateStats).
Inputs: address_or_coordinates (required).
Live seaport congestion metrics, anchored vessels waiting count, and average berth wait times. Use when monitoring maritime seaport bottlenecks, anchored container vessel queues, berth waiting hours, and customs clearance delays. Do not use for ocean container freight pricing (use getContainerFreightRates) or air cargo. Aggregates live AIS vessel transponders and returns wait times in hours.
Inputs: port_code_or_name (required).
Extract verified customer reviews, star rating distribution, defect rates, and AI-aggregated pros/cons. Use when extracting verified buyer reviews, star rating distribution, fake-review risk score (0-100), and top reported product defects from e-commerce listings. Do not use for mobile app store reviews (use getAppStoreMetrics) or pricing checks (use getEcommercePricing). Returns aggregated sentiment plus latest verified review texts.
Inputs: product_id_or_url (required).
Residential property prices per sqm/sqft, gross rental yields, cap rates, and inventory by ZIP/postcode. Use when analyzing residential housing market metrics (median price per sqm, home values, 2-bed monthly rent, gross rental yield, and active inventory) by country and postal/ZIP code. Do not use for commercial office/warehouse leases (use getCommercialRealEstate) or short-term hotel stays (use getHotelAvailability).
Inputs: zip_code (required), country_code (required).
Verified base salary, bonus, and equity compensation percentiles (P25, P50, P75, P90) by job role, seniority, and city. Use when benchmarking market-wide compensation percentiles (P25, P50, P75, P90 total comp, base salary, bonus, and equity RSU in USD) by standardized job title, city, and seniority level. Do not use for listing active job openings at a single company (use getCorporateJobPostings).
Inputs: job_role (required), region_or_city (required), seniority.
SEC EDGAR verified corporate quarterly earnings reports, EPS actual vs consensus estimates, and forward revenue guidance. Use when retrieving SEC EDGAR verified quarterly corporate financial results (10-Q/10-K), reported EPS vs Wall Street consensus estimates, revenue beat/miss percentages, and forward guidance. Do not use for daily stock price quotes (use getStockEodPrices) or dividend payout dates (use getDividendCalendar).
Inputs: ticker (required), fiscal_quarter.
Get monthly search volume, Google Ads CPC, competition difficulty, and search intent for any keyword. Use when researching Google monthly search volume, YoY demand trends, Google Ads CPC (USD), and SEO keyword difficulty (0-100) for marketing or content planning. Do not use for finding expired domains (use searchExpiredDomains). Aggregates clickstream and Google Ads planner data by target ISO country.
Inputs: keyword (required), country_code.
Track latest stable software releases, changelogs, and CVE security patches across GitHub, NPM, PyPI, and DockerHub. Use when tracking latest stable/prerelease software versions, changelogs, breaking changes, and patched CVE vulnerabilities across open-source package managers. Do not use for mobile iOS/Android app store rankings (use getAppStoreMetrics). Queries official registry APIs (GitHub, NPM, PyPI, Docker, Crates) in real time.
Inputs: ecosystem (required), package_or_repo (required).
End-of-day (EOD) stock market closing prices, adjusted closes, trading volume, and market capitalization for global equities. Use when retrieving official End-of-Day (EOD) equity closing prices, adjusted closes, daily volume, market cap, and P/E valuation ratios for publicly traded stock tickers. Do not use for options chains (use getOptionsChainGreeks), quarterly SEC earnings (use getSecEarningsEps), or crypto tokens (use getCryptoDexLiquidity).
Inputs: ticker (required).
Calculate real-time taxi, Uber, and airport transfer fares, surge multipliers, and travel time in traffic. Use when calculating point-to-point street ride-hailing (Uber, Lyft) or metered taxi fare ranges, surge multipliers, and live traffic duration. Do not use for scheduled public transit/trains (use getTransitSchedule) or parcel courier shipping (use getCourierShippingRates). Computes live routing and returns min/max USD quotes across vehicle classes.
Inputs: pickup_address (required), dropoff_address (required).
Upcoming venture capital and team token unlock schedules, cliff dates, and circulating supply inflation impact. Use when tracking upcoming cryptocurrency vesting cliff dates, VC/team token unlock amounts, USD value impact, and circulating supply inflation percentages. Do not use for live DEX pool liquidity or honeypot checks (use getCryptoDexLiquidity).
Inputs: token_symbol (required).
Live stock market circuit breaker triggers, LULD (Limit Up-Limit Down) halts, and pending regulatory trading resumptions. Use when monitoring live stock exchange regulatory trading halts, LULD (Limit Up-Limit Down) volatility pauses, halt reason codes (T1, T2, LULD), and expected resumption timestamps. Do not use for standard stock closing prices (use getStockEodPrices).
Inputs: exchange.
Real-time train, metro, and bus schedules, platform numbers, and live delays (GTFS). Use when querying ground public transport (train, metro, bus) connections, platform numbers, and real-time GTFS delays between two stations. Do not use for aviation flights (use getLiveFlights) or private ride-hailing/taxi fares (use getTaxiEstimate). Returns next 10 chronological departures with live delay offsets and EUR fare estimates.
Inputs: origin_station (required), destination_station (required), departure_time.
Global GTIN, EAN-13, UPC, and ISBN barcode lookup returning exact product specs, weight, brand, and category. Use when resolving a numeric 8-to-14 digit GTIN, UPC, EAN-13, or ISBN barcode into standardized catalog metadata, brand, package weight (grams), and dimensions. Do not use for live Amazon BuyBox pricing (use getEcommercePricing) or customs tariff duties (use lookupHsTariffDuty).
Inputs: barcode (required).
Classify products into 6-to-10 digit Harmonized System (HS/TARIC) customs codes and calculate import duty/VAT rates. Use when classifying physical goods into 6-to-10 digit Harmonized System (HS/TARIC) customs codes and calculating MFN import duty, Section 301 tariffs, VAT/GST rates, and de minimis thresholds between two countries. Do not use for courier shipping quotes (use getCourierShippingRates).
Inputs: origin_country (required), destination_country (required), product_description (required).
Check USPTO, EUIPO, and UKIPO trademark registrations, Nice classifications, active oppositions, and brand availability. Use when checking brand names, wordmarks, or slogans for live trademark registration conflicts, active oppositions, and Nice classification coverage across USPTO, EUIPO, and UKIPO. Do not use for technical invention patents (use searchGlobalPatents) or internet domain availability (use getDomainWhois).
Inputs: brand_mark_text (required), nice_class.
Bypass Cloudflare/anti-bot protection, render JavaScript, and extract clean LLM-ready Markdown from any URL. Use when extracting clean, LLM-ready Markdown text and outbound links from any public webpage URL, including JavaScript SPAs protected by anti-bot walls. Do not use for structured Amazon product pricing (use getEcommercePricing) or WHOIS domain ownership (use getDomainWhois). Executes headless browser rendering and strips ads/navigation.
Inputs: target_url (required), wait_for_js.
Find recently dropped, expired, or deleting domains with high backlink authority available for immediate registration. Use when searching for recently dropped, expiring, or auctioned domains with existing SEO backlink authority available for registration. Do not use for checking WHOIS records of a specific known domain (use getDomainWhois). Returns up to 50 available domains filtered by keyword and TLD with Domain Authority scores.
Inputs: tld, keyword.
Search USPTO, EPO, and WIPO patent grants and applications, abstract claims, assignees, and expiration dates. Use when searching USPTO, EPO, and WIPO technical patent grants and applications, abstract claims, current corporate assignees, and patent expiration dates. Do not use for brand name/logo trademarks (use lookupTrademarkAvailability) or court case law (use searchLegalPrecedents).
Inputs: query_or_patent_number (required).
Live public sector procurement tenders (EU TED, UK Find a Tender, US SAM.gov), contract values, and submission deadlines. Use when discovering open public-sector RFP procurement tenders (EU TED, UK Find a Tender, US SAM.gov), estimated contract values in USD, CPV codes, and bid submission deadlines. Do not use for historical R&D grants or lobbying disclosures (use getLobbyingAndGovGrants).
Inputs: industry_keywords (required), region.
Search federal, supreme, and appellate court rulings, case citations, judicial opinions, and statutory precedents. Use when researching binding appellate, supreme, or federal court case law rulings, official legal citations, judicial holding summaries, and citation counts. Do not use for technical patent prior-art searches (use searchGlobalPatents) or trademark brand conflicts (use lookupTrademarkAvailability).
Inputs: legal_query (required), jurisdiction.
Standardize messy street addresses, verify postal codes, and return rooftop GPS coordinates. Use when standardizing unformatted street addresses, verifying postal deliverability, and resolving rooftop GPS coordinates (lat/lon). Do not use for municipal land-use zoning laws (use getParcelZoningInfo) or IP address geolocation (use getIpIntelligence). Parses global postal databases and returns deliverable boolean plus standardized components.
Inputs: raw_address (required).
Official company registration lookup, EU VIES VAT validation, tax ID status, and registered legal address. Use when performing KYB verification on a legal entity's official corporate registration number, EU VIES VAT tax ID validity, active/dissolved status, incorporation date, and registered address. Do not use for listing individual directors/UBOs (use getCorporateDirectorsUbo) or bankruptcy court filings (use checkCorporateInsolvency).
Inputs: country_code (required), company_name_or_reg_number (required).
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