Commerce · alternatives · 2026
24 alternatives to 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 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… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Numscript, a declarative language to model financial transactions launched in 2024; newer entries below may have overtaken it.
- 1
Sequence▲502Supercharge your money with the world’s first money router
2024 · getsequence.io · its alternatives →
- 2
Some 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…
Apr 2026 · github.com · its alternatives →
- 3
Nuvio▲314An AI CFO to handle your income, expenses, and cash flow
2024 · nuvio.io · its alternatives →
- 4
- 5
Datrics▲135Create a better credit-risk model in days without coding
2021 · datrics.ai · its alternatives →
- 6
The programmable open source core ledger for fintech - formancehq/ledger
2021 · github.com · its alternatives →
- 7
Kotlin Money▲427Manipulating monetary amounts is a common computing chore. However, no mainstream language has a first-class data type for representing money, it’s up to programmers to code abstractions for it. This isn’t an issue per se until dealing with rounding issues from operations like installment payments (e.g., buy now, pay later), foreign exchange, or even simple things like fee processing and tax collection. Inspired by my days at N26 Brasil dealing with these challenges, I introduce Money: a Kotlin library that makes monetary calculations and allocations easy.
2024 · blog.eriksen.com.br · its alternatives →
- 8
Ray▲298I've been using this daily for 4 months and figured others might find it useful. This is my first open source project so would love any feedback. Ray connects to your bank via Plaid, stores everything in an encrypted local SQLite database, and lets you ask questions about your finances in natural language. No cloud, no account, your data is stored on your machine. Before anything reaches the LLM, all PII is stripped — your name, companies, transaction details are redacted and replaced with tokens, then rehydrated locally in the response. The AI never sees who you are.
Apr 2026 · rayfinance.app · its alternatives →
- 9
Formance▲437Build & track custom money flows, on a solid foundation
2022 · formance.com · its alternatives →
- 10
RizzCalc▲313The 1st AI Financial Modeling Agent in Google Sheets
2025 · rizzcalc.com · its alternatives →
- 11
- 12
- 13
The hardest data science tournament on the planet. Predict the stock market with AI to power our hedge fund.
2015 · numer.ai · its alternatives →
- 14AA
Hey everyone! I'm Rob and I want to share what I've built - a solid ledger behind simple API: https://decimals.app The ledger is a key piece of any financial system and is easy to get the design wrong, resulting in troubles for making sure money movements are adding up. I took a lot of inspiration from good designs from Square, Uber, and others for the scalability and security aspects. And on the usability side, I applied many concepts from the Ledger CLI, making it very easy to use. I'm really happy I get to show this to you all, thank you for reading about it! Please let me know…
2020 · its alternatives →
- 15PU
2014 · pennywhale.com · its alternatives →
- 16
Features: Natural language math: percentages, units, currencies Live exchange rates (152 currencies + BTC) Vim keybindings (Normal/Insert modes, hjkl, dd, etc.) Variables and running totals Syntax highlighting Stack: Ratatui + Pest (PEG parser) + Tokio Install: # macOS brew tap nasedkinpv/tap && brew install numr # Arch yay -S numr GitHub: https://github.com/nasedkinpv/numr Would love feedback on the code structure—it's a workspace with separate crates for core, editor, TUI, and CLI.
Nov 2025 · github.com · its alternatives →
- 17
I built this application to help solve difficulties in managing tracking of finances for a busy household. It's been really helpful, so I've turned it into a product in the hope that it can help others too. I can genuinely say it's given me a much clearer view of our family finances and even helped me spot a couple of subscriptions we'd forgotten about and duplicate charges. Would appreciate any feedback greatly.
Feb 2026 · numeromoney.com · its alternatives →
- 18
The Nim programming language is a concise, fast programming language that compiles to C, C++ and JavaScript.
2016 · nim-lang.org · its alternatives →
- 19
We’re Robin, Louis, and Thomas. Pipelex is a DSL and a Python runtime for repeatable AI workflows. Think Dockerfile/SQL for multi-step LLM pipelines: you declare steps and interfaces; any model/provider can fill them. Why this instead of yet another workflow builder? - Declarative, not glue code: you state what to do; the runtime figures out how. - Agent-first: each step carries natural-language context (purpose, inputs/outputs with meaning) so LLMs can follow, audit, and optimize. Our MCP server enables agents to run pipelines but also to build new pipelines on demand. - Open…
Oct 2025 · github.com · its alternatives →
- 20
Triqai▲149Turn messy bank transactions into clean, structured data
Mar 2026 · triqai.com · its alternatives →
- 21
Serving Individuals, Startups, and Financial Institutions
2023 · its alternatives →
- 22
finstruments is a Python library designed for modeling financial instruments. It comes with the core financial instruments, such as forwards and options, out of the box, as well as position, trade, and portfolio models. finstruments comes with the basic building blocks, making it easy to extend and build new instruments for any asset class. These building blocks also provide the functionality to serialize and deserialize to and from JSON, enabling the ability to store a serialized format in a document database. This library is ideal for quantitative researchers, traders, and developers who…
2024 · github.com · its alternatives →
- 23
Quantra: a derivatives pricing platform built on an open source C++ QuantLib engine, with a Python orchestration API and a web portal.
2017 · quantra.io · its alternatives →
- 24
Also compare
Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →