
Data intelligence that powers LLMs and fast-tracks Agentic AI solutions.
Structured, verified APIs and MCP tools that ground AI agents in real-world data — subscription pricing, trade costs, career intelligence, and financial insights. No hallucinations, just facts.
REST + MCP on one key Source-attributed open data Usage-based pricing tiers
- 6
- Australian & global data domains
- 5
- Countries of coverage
- REST + MCP
- Access on a single API key
- Source-cited
- Verified, openly-licensed data
Live Data APIs
Enterprise-ready data, one key away
Verified open datasets exposed as clean REST endpoints and MCP tools — paywalled by plan, ready for your apps and AI agents.
Geospatial
Australian Postcodes & Geolocation
A complete database of Australian postcodes, suburbs, and their geographic coordinates.
/v1/data/australian-postcodes-geolocation
ExplorePublic Holidays
Australian Public Holidays
A comprehensive list of public holidays for all Australian states and territories.
/v1/data/australian-public-holidays
ExploreTransportation
Global Airport Locations
A comprehensive database of airports worldwide, from major hubs to local airstrips.
/v1/data/global-airport-locations
ExploreGeopolitical
Global Country Information
Essential demographic, geographic, and economic data for every country in the world.
/v1/data/global-country-information
ExploreDeveloper experience
One key. Clean JSON. Built for agents.
Every dataset is a predictable REST endpoint and an MCP tool — authenticated, rate-limited, and metered on the same key. Ground your LLMs in verified data in a single call.
- Consistent envelopes, pagination, and error shapes
- Source-attributed, openly-licensed data
- Register and get a key in one request
# Median rent + postcode data on one key
curl https://api.aristocles.com.au/v1/data/\
australian-postcodes-geolocation?state=VIC \
-H "X-API-Key: ar_live_…"
{
"data": { "items": [{
"postcode": 3000,
"locality": "MELBOURNE",
"latitude": -37.8144,
"longitude": 144.9825
}], "total": 3539 }
}Products
Tools that solve real problems
We build focused, well-crafted SaaS products for job seekers, personal finance, and AI-powered data services.
Jumproo
AI-powered resume optimization & job search tools
- AI resume scoring & ATS optimisation
- Intelligent job matching
- Keyword gap analysis
Leaky Wallet
Bank statement insights to understand your spending
- Automatic spend categorisation
- Subscription & recurring charge detection
- Visual spending breakdowns
Subscription Pricing API
Real-time subscription pricing intelligence for AI agents
- 50+ services with verified AU pricing
- REST API + MCP server for AI agents
- Alternatives & price history tracking
Trade Pricing API
Global contractor & trade pricing data for AI agents
- 10 trades across AU, US, UK, CA, NZ
- Job cost estimation & location comparison
- REST API + MCP tools for AI agents
Webbo
AI-powered terminal — type naturally, execute shell commands
- AI-powered NL to shell translation
- Desktop app + web terminal + CLI
- Safety shield blocks dangerous commands
InvoiceNudge
Automated invoice follow-up so freelancers get paid on time
- Automated polite payment reminders
- Invoice tracking dashboard
- Integrates with popular invoicing tools
Our approach
How we build
We're a lean studio that values substance over spectacle.
Craft
Every product is built with care — clean interfaces, solid engineering, and an obsessive attention to the details that matter to users.
Trust
We handle sensitive data (resumes, finances) and take that seriously. Privacy-first architecture, transparent practices, no dark patterns.
Speed
Small team, fast decisions. We ship frequently, listen to feedback, and iterate toward what actually works — not what sounds impressive.

Partner with us
Whether you have a question, a partnership idea, or just want to say hello — we'd like to hear from you.

