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  - mcp-server-track
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  - agent-demo-track
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  # PatentScout – Instantly Know If Your Idea Stands Out
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  *PatentScout* is your AI-powered partner for innovation.
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- Built on the cutting-edge *Model Context Protocol (MCP)*, it does what no ordinary patent search can: it deeply understands your idea, scours global patent databases with precision, and delivers a smart, contextual evaluation of how original, unique, and defensible your concept really is.
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  It doesn’t just search — it *thinks*.
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  ---
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- ## 🚀 Why PatentScout?
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- •⁠ ⁠Performs *deep, context-aware searches* across global patent databases
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- •⁠ ⁠Evaluates your idea’s *originality and defensibility*
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- •⁠ ⁠Surfaces *relevant prior art* and gives you clarity on your position
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- •⁠ ⁠Provides *clear strengths and weaknesses, plus a **patentability score*
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- •⁠ ⁠Helps you move fast, avoid legal landmines, and make confident decisions
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- Whether youre a *startup founder, researcher, or corporate innovator*, PatentScout instantly tells you if your idea is worth pursuing.
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  ---
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@@ -38,31 +37,39 @@ Whether you’re a *startup founder, researcher, or corporate innovator*, Patent
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  When a user submits an idea:
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- 1.⁠ ⁠The system uses an *agent* to refine the input and formulate an effective query.
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- 2.⁠ ⁠It then leverages the *MCP (Model Context Protocol)* to query a *live patent database*.
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- 3.⁠ ⁠Results are displayed in a clean, user-friendly *dashboard* featuring:
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- - An analysis of *strengths and weaknesses*
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- - A *patentability score*
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  - A curated list of *similar existing patents*
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  ---
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- ## 🌐 Live Demo
 
 
 
 
 
 
 
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- Our implementation of MCP is publicly available on *Hugging Face Spaces*:
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- 👉 [Patent MCP on Hugging Face](https://huggingface.co/spaces/bbfizp/patent-mcp)
 
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  ---
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- ## 🔧 Built With
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  •⁠ ⁠*Model Context Protocol (MCP)*
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  •⁠ ⁠*Agentic AI* architecture
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- •⁠ ⁠Live patent datasets
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- •⁠ ⁠Interactive frontend for a seamless user experience
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  ---
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- *PatentScout* is built to empower innovation — so you can stop guessing, and start building with confidence.
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  - mcp-server-track
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  - agent-demo-track
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  ---
 
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  # PatentScout – Instantly Know If Your Idea Stands Out
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  *PatentScout* is your AI-powered partner for innovation.
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+ Built on the cutting-edge *Model Context Protocol (MCP)*, it does what no ordinary patent search can: it deeply understands your idea, scours global patent databases with precision, and delivers a smart, contextual evaluation of how original, unique and defensible your concept really is.
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  It doesn’t just search — it *thinks*.
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  ---
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+ ## 🚀 Why Use PatentScout?
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+ •⁠ ⁠Conducts *deep, context-aware searches* across global patent databases
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+ •⁠ ⁠Evaluates the *originality and defensibility* of your idea
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+ •⁠ ⁠Identifies *relevant prior art* to give you a clear competitive picture
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+ •⁠ ⁠Provides an intelligent analysis of *strengths, weaknesses* and an overall *patentability score*
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+ •⁠ ⁠Helps you move fast, avoid legal risks and invest where it truly matters
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+ Whether you're a *founder, **researcher* or *corporate innovator*, PatentScout helps you instantly know if your idea is worth pursuing.
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  ---
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  When a user submits an idea:
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+ 1.⁠ ⁠An AI *agent* refines and enhances the input to craft an effective query
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+ 2.⁠ ⁠The system uses the *Model Context Protocol (MCP)* to search a *live patent database*
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+ 3.⁠ ⁠Results are visualized in a clean, interactive *dashboard* including:
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+ - A breakdown of *strengths and weaknesses*
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+ - A comprehensive *patentability score*
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  - A curated list of *similar existing patents*
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  ---
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+ ## 🌐 Try It Yourself
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+
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+ PatentScout's MCP integration is available on *Hugging Face Spaces*:
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+ 👉 [Explore the live demo](https://huggingface.co/spaces/bbfizp/patent-mcp)
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+ ---
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+ ## 🎥 Watch the Demo
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+ See how MCP powers PatentScout in action:
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+ 👉 [Watch the video demo](https://drive.google.com/file/d/1qVDc5scEd86JWLNFbGakYGJck21zzchc/view?usp=sharing)
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+ 🎬 [YouTube Demo](https://www.youtube.com/watch?v=BUCqDr_Qvo8)
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  ---
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+ ## 🛠️ Built With
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  •⁠ ⁠*Model Context Protocol (MCP)*
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  •⁠ ⁠*Agentic AI* architecture
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+ •⁠ ⁠Live patent data sources
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+ •⁠ ⁠Responsive and intuitive frontend dashboard
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  ---
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+ *PatentScout* empowers the next generation of innovators — so you can stop guessing, and start building with confidence.
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  Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference