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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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Toward Discovering English

@TowardDiscoveringEnglish · Post #351 · 05/25/2021, 09:24 AM

​⚜️ CORONA VOCAB 2019-20 ⚜️ 🧪 English grammar & Vocab 🌡 #Part3 🦠Containment area ✔️ a geographical zone with limited access in or out in an effort to contain an outbreak. 🦠Coronavirus ✔️ a family of viruses that include SARS (severe acute respiratory syndrome) and MERS (Middle East respiratory syndrome) as well as other respiratory illnesses. A coronaviruses, also known as a CoV, is typically spread between animals and humans—an event known as zoonotic transfer—and they are named for the term “corona”—Latin for crown—which refers to the shape of the virus when observed microscopically. 🦠COVID-19 ✔️COVID-19 stands for novel coronavirus disease 2019, which refers to the year of its initial detection. COVID-19 is the illness related to the current pandemic; the illness is caused by the virus SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2). 🦠Epidemic ✔️a widespread occurrence of an infectious disease in a community or geographic area. 🦋@TowardDiscoveringEnglish🦋

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Journey to Fluency

@fluencyinenglish · Post #7900 · 10/03/2025, 01:15 PM

در IELTS Speaking، خصوصاً Part 3، نمره شما بر اساس مهارت زبانی (Fluency & Coherence, Lexical Resource, Grammatical Range & Accuracy, Pronunciation) داده می‌شود، نه میزان اطلاعات عمومی یا صحت factual. ✅ راهکارهای عملی 1. از تردید کردن نترسید و صادق باشید جملاتی مثل: “I’m not an expert in this field, but I think…” “I don’t know much about this, although it seems that…” به شما اجازه می‌دهد بدون توقف ادامه دهید. 2. استفاده از speculation یا حدس منطقی وقتی نمی‌دانید، می‌توانید با حدس منطقی نظر بدهید: “It might be because…” “Perhaps this will lead to…” 3. مثال شخصی یا تجربه روزمره بیاورید “From my own experience…” یا “In my city/school…” حتی اگر اطلاعات عمومی کم باشد، مثال شخصی به طولانی‌تر شدن پاسخ و انسجام کمک می‌کند. 4. تمرکز روی انسجام و روانی صحبت از ضمیرها و ربط‌دهنده‌ها (this, that, these, however, on the other hand) استفاده کنید تا جمله‌ها به هم وصل شوند. 5. استفاده از واژگان پیشرفته و ساختارهای گرامری متنوع به جای تکیه روی اطلاعات، از واژگان دقیق و اصطلاحات متداول آیلتس استفاده کنید: “plays a pivotal role” “poses a significant challenge” “from my perspective” 🔹 نمونه پاسخ با speculation Q: Do you think governments should invest more in renewable energy? > “I’m not fully aware of all the policies, but I think governments should invest more in renewable energy. It might help reduce pollution and create new jobs. For example, building more solar farms could provide electricity for many households. Although I don’t know all the details, it seems like a positive step for the future.” #IELTS#IELTSSpeaking#SpeakingTips#Hedging#Speculation#Fluency#Coherence#LexicalResource#Band8#آیلتس#Part3#EnglishSpeaking#LanguageTips#AdvancedEnglish#Pronunciation