Launching today
Clarifo
Equity research for Nordic and US markets - with MCP.
4 followers
Equity research for Nordic and US markets - with MCP.
4 followers
Equity research platform for Nordic + US markets. Vector search across financial filings, natural-language company screening, live financials via API and an MCP server that plugs straight into Claude, ChatGPT, or any agent.
Hello there!
I'm Atte, Founder of Clarifo. I built it for two reasons. First, I want more people to discover Finnish and Swedish listed companies, and eventually the smaller companies on smaller exchanges too. There's real depth in these markets that most investors never see. Second, I want to make it genuinely easier to understand how and why a specific IFRS or US GAAP treatment ends up recognized the way it is in a filing. That nuance is where good analysis lives, and it's mostly invisible today.
Today Clarifo covers ~550 Finnish and Swedish listed companies plus 7,000+ US listed companies, with 10 years of historical financials. You can search across filings semantically, screen in natural language ("US industrials with >15% revenue growth and improving margins over the last 5 years"), pull financial statements, and compare companies side by side. You can also publish your own analysis and share it with clients or your audience directly from the platform.
The part I'm most excited about: Clarifo ships with an MCP server. Plug it into Claude or ChatGPT and your assistant has live access to financial data, searching filings, running screens, pulling financials mid-conversation.
This is just the beginning. We'd love to hear what you think of the beta and what you'd need to get a better understanding of the companies and standards you follow.
Glad you're here, go give it a try!