Requests for API- and MCP-style connectors are coming up with increasing frequency. Even if this isn’t fully aligned with Koyfin’s current business model, repeated client demand is worth treating as a signal: investors increasingly want financial data to work across the tools and workflows they already use, not only inside a single platform.

This shift is already visible across the industry. Financial data providers such as FactSet, LSEG and Moody’s are making data available to AI assistants and workflows through MCP, while broker Alpaca offers API- and MCP-based access to market data and trading tools.

I’d encourage Koyfin to explore a secure, permissions connector strategy—potentially starting with read-only API access or an MCP connector, with clear controls for licensing, entitlements and usage. This could help clients bring Koyfin data into their own research workflows, while opening up new opportunities for product differentiation and monetisation.