Hi, my name is Timothy and I recently created a couple of AI agents for analyzing cryptocurrencies, e.g. creating 6-month outlooks [1]. These agents are just searching Google for the latest news for a particular coin, which is expensive (token-heavy) and slow, and they often miss significant news, especially if it's not very recent. Existing crypto news aggregator APIs are expensive and doesn't (afaik) include any analysis such as sentiments, meaning I would still have to scrape and analyze the articles myself.
So I decided to create my own crypto news aggregator that uses AI (LLM) to analyze each news article. The website is different than other crypto news aggregators in that it ranks the coins/tokens by how much media attention they are getting, together with their sentiments and latest headlines. You can also see which tokens are trending and which are new. And each token/person/organization/etc. has its own page where you can see the latest news and related entities, such as who the most mentioned person is in relation to the token, and with what sentiments.
If you are interested in how it works, have a look at the Methodology & Ethics page [2]. It also includes decisions I made to make sure I scan for news in an ethical way.
For accuracy, check out the latest Accuracy Report [3].
While I think that the website is useful and interesting by itself, the real value would be to expose this data as an MCP server for AI agents to use, which is something I am working on. However, I haven't decided whether this is something I want to offer as a service or just keep for myself. If you are interested, let me know.
Hope you enjoy the site, and happy to hear your thoughts!
So I decided to create my own crypto news aggregator that uses AI (LLM) to analyze each news article. The website is different than other crypto news aggregators in that it ranks the coins/tokens by how much media attention they are getting, together with their sentiments and latest headlines. You can also see which tokens are trending and which are new. And each token/person/organization/etc. has its own page where you can see the latest news and related entities, such as who the most mentioned person is in relation to the token, and with what sentiments.
If you are interested in how it works, have a look at the Methodology & Ethics page [2]. It also includes decisions I made to make sure I scan for news in an ethical way.
For accuracy, check out the latest Accuracy Report [3].
While I think that the website is useful and interesting by itself, the real value would be to expose this data as an MCP server for AI agents to use, which is something I am working on. However, I haven't decided whether this is something I want to offer as a service or just keep for myself. If you are interested, let me know.
Hope you enjoy the site, and happy to hear your thoughts!
[1]: https://timothyej.com/letting-a-team-of-ai-agents-manage-my-... [2]: https://mimircrypto.com/methodology [3]: https://mimircrypto.com/accuracy