CPcpdomina·Dec 28, 2025
AI agents are still a pretty big topic in crypto, a lot of projects doing what you described. did you try https://github.com/ccxt/ccxt
In Project Vend: Phase Twoccxt
ccxt
Python2018–2025
ccxt / ccxt
ccxt
A unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java / Rust
7Distinct people
8Mentions
0Explicit recommenders
44.9KGitHub stars
What to know before exploring
What it is
A unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java / Rust
GitHub
Where it is used
No documented product use has been verified yet.
What people are saying
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Also in these discussions
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This week on Hacker News
Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 12:54:37 PM UTC.
No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.
Mentions over time
HN mentions by year8 dated mentions
Observed mentions: 2018-04-25 16:41:42 UTC to 2025-12-28 14:07:19 UTC.
Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.
View mention counts and date ranges
| Period | Start (UTC) | End (exclusive, UTC) | Mentions | Submissions | Comments |
|---|---|---|---|---|---|
| 2018 | 2018-01-01 00:00:00 UTC | 2019-01-01 00:00:00 UTC | 3 | 0 | 3 |
| 2019 | 2019-01-01 00:00:00 UTC | 2020-01-01 00:00:00 UTC | 3 | 0 | 3 |
| 2020 | 2020-01-01 00:00:00 UTC | 2021-01-01 00:00:00 UTC | 0 | 0 | 0 |
| 2021 | 2021-01-01 00:00:00 UTC | 2022-01-01 00:00:00 UTC | 1 | 0 | 1 |
| 2022 | 2022-01-01 00:00:00 UTC | 2023-01-01 00:00:00 UTC | 0 | 0 | 0 |
| 2023 | 2023-01-01 00:00:00 UTC | 2024-01-01 00:00:00 UTC | 0 | 0 | 0 |
| 2024 | 2024-01-01 00:00:00 UTC | 2025-01-01 00:00:00 UTC | 0 | 0 | 0 |
| 2025 | 2025-01-01 00:00:00 UTC | 2026-01-01 00:00:00 UTC | 1 | 0 | 1 |
What Hacker News says
8 sourcesWow, yet another GUI for https://github.com/ccxt/ccxt. What do you guys do that's any different?
In Launch HN: Hedgehog (YC S21) – Cryptocurrency Portfolio ManagerHow is this better than CCXT?
https://github.com/ccxt/ccxt
In We have integrated 15 crypto exchanges, so you don't have to do itIt used ccxt, which is a very big library with most of the infrastructure already implemented:
https://github.com/ccxt/ccxt
In Cryptocurrency trading bot in ~40 lines of JavaScriptWould CCXT be useful here?
https://github.com/ccxt/ccxt
> The ccxt library currently supports the following 135 cryptocurrency exchange markets and trading APIs:
In Gryphon: An open-source framework for algorithmic trading in cryptocurrencyWell at least the ccxt library[1] the author uses makes crypto trading accessible to the average developer along with his code snippets
https://github.com/ccxt/ccxt
In What I Have Learned from My Arbitrage Experiences with CryptoassetsIs it "no" an accepted answer?
Our company works in the crypto space and we have a small research area that includes trading. We played with arbitrage strategies and have not seen a consistent return. Most times when you calculate a high return path it is because some exchange is not working really well (e.g. delaying transactions). Not saying that our observation is universal but I don't believe you can make right now a lot of money with arbitrage except in very discrete opportunities.
BTW, highly recommend the CCXT library[1] to connect with multiple exchanges.
[1] https://github.com/ccxt/ccxt
In Ask HN: Anyone making money through algorithmic trading?> I wasn't comfortable/familiar with any of the "hosted" trading platforms out there for cryptocurrencies so I built my own
That's sounds like a lot of work. What made you uncomfortable? Have you looked into using self-hosted trading platforms such as ccxt? It's an open-source JavaScript / Python / PHP cryptocurrency trading library with support for more than 100 bitcoin/altcoin exchanges
https://github.com/ccxt/ccxt
In Ask HN: Anyone making money through algorithmic trading?