We kept running into the same issue while building a monetization layer for AI teams.
Small pricing changes would require engineering. Add a commitment. Adjust overage. Create a subscription tweak, everything.
So we tried something different. We built an MCP server for Flexprice.
Now every API operation is exposed as structured MCP tools. If you use Cursor, Claude Code, VS Code, Gemini, Windsurf, or any MCP-compatible client, you can connect your Flexprice account and operate billing through your AI assistant!
You can:
• Create subscriptions • Configure commitments and overages • Issue invoices • Post usage events • Manage wallets and more through your IDE or assistant now!
What we like most about this is that pricing is no longer locked behind engineering.
A non-technical co-founder or someone from finance can prompt a change, and it executes safely through authenticated tools.
Curious what HN thinks about prompt-operable infra like this. Happy to answer questions! Feel free to check out our docs for more info: https://docs.flexprice.io/docs/connect/mcp-server
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