Financial Datasets @findatasets

I backtested our Valuation agent over 5 years Test Results: • 104.6% return • beat the market • mainly from shorting 🤨 LLM used: GPT-4o, on my portfolio. Good, but can be better.

Extracting financials from SEC filings is harder than it looks. Even “revenue” often isn’t reported directly. You have to piece it together from thousands of tags. Doing it the moment filings hit the SEC is even tougher. I finally cracked it: real-time financials are coming to…

I’ve been obsessed with web crawling lately. So I'm building an open-source crawler. It pulls from: 1 • google news 2 • bing news 3 • wikipedia Free to run. No coding needed. Next step: add ranking + LLM summaries. What sources would make this even more useful?

Finance is being rebuilt by AI. I’m seeing more agents created every day. And they’re only as good as the data that powers them. Yesterday was a record day for @findatasets: • 1.72M requests • 164 ms p95 latency • 0 errors All consumed by AI agents. We're still so early.

We finally added it. Grok 4 is live in the hedge fund. Early results: • strong trading reasoning • tight risk controls • fast inference Took just a few lines of code to add with @LangChainAI.

Anyone know a next-level designer? Must be obsessed w/ financial data and AI. Please DM me!

I’m very excited about this. We’re building a web crawler that answers financial queries in real-time. Think: the web crawler behind @perplexity_ai Except 100% open source and free to use. We're just getting started.

Just built something wild: I now get an email the second a new SEC filing drops. Each alert includes latest numbers from: • income statement • balance sheet • cash flow statement Thinking of making this free for everyone on @findatasets If there’s enough interest, I’ll…

Most hedge funds build in secret. We’re building one in public. Our hedge fund is built on: • @ollama for local LLMs • @OpenRouterAI for hosted LLMs • @LangChainAI to connect everything All the code is open source. What open source AI tools should we try next?

Introducing the Mohnish Pabrai agent Mohnish is one of my favorite investors. Guided by his principles: 1 • hunt doubles 2 • keep it simple 3 • protect downside “Heads I win, tails I don’t lose much.” This agent seeks capital preservation with upside optionality. Best…

I’m open-sourcing another project: My finance Web Crawler. It scrapes news, search engines, and tricky sites - then cleans it up for LLM use. It’s also 100% free to use. My goal: give developers an easy way to feed their AI agents real-time financial data. Still very early.…

I’ve been building a real-world AI hedge fund. The project is open source and recently crossed 39K GitHub stars ⭐️ Our 4 most popular agents: 1 • fundamentals agent 2 • sentiment agent 3 • valuation agent 4 • technicals agent Everything runs on @LangChainAI. You can try…

Company facts are live in our MCP server. All data is real-time and 100% free. You can now get: • market cap • employees • sector / industry and more for 20,000+ stocks. Usage keeps climbing and I just upgraded my @Cloudflare plan to keep up. Love seeing devs build on…

I just upgraded our Valuation agent. The DCF model was too basic, until now. Here’s what’s new: • smarter WACC calculation • multi-stage cash flow models • market regime analysis (bear / bull / neutral) Feels good to see this agent evolve. It’s one of the most popular ones…

Another record day. @findatasets served 1.3M requests in 24h. My goal: disrupt legacy finance and make high quality stock market data accessible. Still early. The journey continues. Grateful for the support ❤️

I upgraded our AI hedge fund’s risk manager. We now check correlation between every stock we’re considering. Why? So we don’t load up on companies that move together. New logic: • High correlation → smaller position • Low correlation → slightly bigger position Combined…

It’s finally live. SEC filings on @findatasets MCP server. Adds to existing tools: • get news • get stock prices • get financials, etc. Our filings are real-time, as they hit the SEC.

Big week for our AI hedge fund. We added new investor agents and LLMs. Current state: • 15 research agents • 10 local LLMs via @ollama • 20 hosted LLMs Next up: multi-agent analyst pods with @LangChainAI + LangGraph. Everything is open source. No coding experience…

This is a wonderful feeling. I’ve been heads down on performance work for @findatasets all week. Last 24 hours: • 1.34M requests served • 95% finished in ~200ms • 0 new issues Why I care: LLM-powered financial agents already have compute overhead. Real-time stock market…

I promised I’d share this. How I wired OAuth into my MCP server. There are 3 players: • MCP client (@claudeai, etc.) • MCP server (@Cloudflare) • Backend (@findatasets) The tricky part: each party needs to trust the other without sharing ANY secrets. I used OAuth 2.1 and a…