How to Build a Streamlit Dashboard from Excel with Cursor and MCP Servers (Step-by-Step Demo) скачать в хорошем качестве

How to Build a Streamlit Dashboard from Excel with Cursor and MCP Servers (Step-by-Step Demo)

Build a Streamlit dashboard from Excel with Cursor + MCP Servers 👉 Check out my channel for free GenAI applications: ‪@GenAI_Nerd_Channel‬ In this hands-on demo, I show how Cursor IDE supercharged with MCP (Model Context Protocol) servers can generate a complete Streamlit dashboard from a simple Excel file—filters, charts, map, and a data explorer included. We wire up three MCP servers (File System, Sequential Thinking, Context) so the agent can read a scoped folder, reason in steps, and pull docs, then prompt it to scaffold the whole app. You’ll see it create the analysis script, the Streamlit app, a requirements.txt, and a README, and then we run it locally with streamlit run. Finally, we explore funding stats, geography, and top companies in the fintech dataset and discuss why this can be a fast alternative to tools like Power BI. #excel #mcpserver #dashboard #powerbi 00:00 — Intro & plan: Cursor + MCP + Streamlit 00:52 — Cursor IDE tour & why MCP matters 01:59 — The 3 MCP servers: File System, Sequential Thinking, Context 03:03 — Setup: JSON config in Cursor + grab snippets from GitHub 04:30 — Project scope & data: safe folder access + fintech Excel 05:55 — Streamlit approach & prompting the agent 07:00 — Agent builds the app (planning → code generation) 10:12 — Run locally & dashboard tour (KPIs, filters, geography/map, data explorer + takeaway)