Aristocles Data API
Pull subscription pricing, trade costs, and financial reference data across five countries while validating offers and unit economics in agent chats.
Overview
Aristocles Data API is a MCP server for the Validate phase that serves subscription pricing, trade costs, and financial data for agents across five countries.
What is this MCP server?
- Remote streamable-http MCP endpoint at Aristocles API
- Subscription pricing, trade costs, and financial data for agent workflows
- Coverage across 5 countries in the service description
- Free tier documented as 100 requests per day with `X-API-Key`
- Registry version 1.0.1 with required secret API key header
- Server version 1.0.1
- Data coverage described for 5 countries
- Free tier: 100 requests per day per API key documentation
What problem does it solve?
Founders waste days hunting fragmented pricing and cost data when they should be deciding whether an offer is worth building.
Who is it for?
Solo builders validating SaaS pricing, marketplace fees, or cross-country unit economics with a lightweight daily API quota.
Skip if: Teams that need unlimited high-frequency trading data, private internal ledgers, or fully offline/air-gapped research.
What do I get? / Deliverables
After you add the remote MCP URL and API key, agents can fetch structured financial and pricing facts during validation conversations.
- Agent-queryable subscription pricing and trade-cost datasets
- Country-scoped financial reference answers in chat-driven validation
- Authenticated remote MCP session using `X-API-Key`
Recommended MCP Servers
Journey fit
Validate is where you test pricing hypotheses and compare market costs before committing to a full product build. Pricing subphase captures subscription benchmarks and trade-cost lookups used to sanity-check margins and packaging.
How it compares
Hosted financial data MCP remote, not a local spreadsheet skill or a generic web-scrape browser tool.
Common Questions / FAQ
Who is Aristocles Data API for?
It is for indie founders and analysts who want coding agents to reference subscription pricing, trade costs, and financial data while validating business ideas.
When should I use Aristocles Data API?
Use it during validate-phase pricing and scope decisions when you need quick, structured numbers across the supported countries before you lock a build plan.
How do I add Aristocles Data API to my agent?
Obtain an API key from api.aristocles.com.au, then register the streamable-http remote `https://api.aristocles.com.au/mcp/mcp/` in your MCP client with the `X-API-Key` header.