Numscript, a declarative language to model financial transactions
Numscript is a simple, declarative language that helps you model financial transactions. You can do quite a few things with it, such as modeling: * Payments involving vouchers and a user's prepaid balance * Complex funds destination scenario where the customer gets cash back * Configurable user credit balance spending transactions The main idea is to take the pain out of describing of a system dealing with money movements should behave in traditional languages such as JS/TS/Go/Ruby etc, landing an expressive way to model these movements of value. It is voluntarily broad in…
Numscript, a declarative language to model financial transactions launched on September 19, 2024 with 202 votes, #283 of 5,281 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 2 years on.
In plain words
Numscript is a declarative language designed to model financial transactions without the complexity of traditional programming languages. It simplifies payment scenarios including vouchers, prepaid balances, cash back, and credit balance spending. Users can define transaction rules once and have them executed against ledger systems, payment APIs, or banking infrastructure. The language serves fintech companies, marketplaces, and lending platforms that need clear, expressive ways to describe how money moves through their systems.
written from the facts on this page · September 2026
From the sources
In the maker’s words, at launch
Numscript is a simple, declarative language that helps you model financial transactions. You can do quite a few things with it, such as modeling: * Payments involving vouchers and a user's prepaid balance * Complex funds destination scenario where the customer gets cash back * Configurable user credit balance…
Does a similar job
all alternatives →
LangAlpha – what if Claude Code was built for Wall Street?Apr 2026 · github.com · ▲148Some technical context on what we ran into building this. MCP tools don't really work for financial data at scale. One tool call for five years of daily prices dumps tens of thousands of tokens into the context window. And data vendors pack dozens of tools into a single MCP server, schemas alone can eat 50k+ tokens before the agent does anything useful. So we auto-generate typed Python modules from the MCP schemas at workspace init and upload them into the sandbox. The agent just imports them like a normal library. Only a one-line summary per server stays in the prompt. We have around 80…



Numary – An open-source, scriptable financial legder2021 · github.com · ▲19The programmable open source core ledger for fintech - formancehq/ledger
Source: Show HN post ↗ · launch text quoted in part
Launched alongside, September 2024
the whole month →

BeforeSunset AI 2.0▲1,267Personalized AI daily planning that suits your life
AI · 2024 · beforesunset.ai


