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Source channel @githubtrending · Post #14896 · Jul 2

#python#ai#authentication#authorization#claude#cursor#fastapi#llm#mcp#mcp_server#mcp_servers#modelcontextprotocol#openapi#windsurf FastAPI-MCP is a tool that lets you easily turn your FastAPI web API endpoints into Model Context Protocol (MCP) tools, which AI agents can use directly. It requires almost no setup—just connect it to your FastAPI app, and it automatically preserves your request/response data models and documentation. It also includes built-in authentication using your existing FastAPI security methods. You can run the MCP server inside your app or separately, and it communicates efficiently using FastAPI’s ASGI interface. This makes it simple to integrate AI capabilities with your existing FastAPI services without rewriting code, saving you time and effort while keeping your API secure and well-documented[1][5]. https://github.com/tadata-org/fastapi_mcp

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Am Neumarkt 😱

@amneumarkt · Post #721 · 01/16/2026, 06:26 AM

#visualization This is actually smart. https://medium.com/@redhotchilipaper/using-trapezoids-to-visualize-matrix-multiplication-with-applications-to-data-science-e1cff40de098

Am Neumarkt 😱

@amneumarkt · Post #713 · 12/19/2025, 05:44 PM

#visualization Broken Chart: discover 9 visualization alternatives – Dr Dominic Royé https://dominicroye.github.io/blog/2025-12-14-broken-charts/

Am Neumarkt 😱

@amneumarkt · Post #614 · 08/18/2024, 07:47 AM

#visualization There was a joke saying that every tree in Germany has been touched by some human. There's even a research on the topic of how dense the buildings are in Germany. Based on this research, the farthest distance that is away from a building is only 6.3km. I just can't believe this. I feel something is wrong but I don't have data to validate. Behnisch, Martin, Martin Schorcht, Steffen Kriewald, and Diego Rybski. 2019. “Settlement Percolation: A Study of Building Connectivity and Poles of Inaccessibility.” Landscape and Urban Planning 191 (103631): 103631.

Am Neumarkt 😱

@amneumarkt · Post #592 · 06/27/2024, 09:56 PM

#visualization Beautiful. There are details that the author designed quite well. How long are the nights? https://plotparade.com/gallery_sunrise.html

Am Neumarkt 😱

@amneumarkt · Post #518 · 12/20/2023, 08:35 AM

#visualization Source: https://www.statista.com/statistics/520952/netherlands-number-of-live-born-children-by-marital-status-of-the-mother/

Am Neumarkt 😱

@amneumarkt · Post #514 · 12/01/2023, 03:12 PM

#visualization Finland vs UK, and Turkiye/Turkey is such a nice example of data quality issues. https://www.reddit.com/r/MapPorn/s/QYGauVmzOP

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