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Source channel @githubtrending · Post #15447 · Jan 29

#typescript MCP Apps is a stable standard (version 2026-01-26) that lets MCP servers show interactive UIs like charts, forms, maps, 3D scenes, and dashboards right in AI chats such as Claude or ChatGPT. Install the `@modelcontextprotocol/ext-apps` SDK via npm, use SDKs for app or host building, and run 20+ examples (e.g., budget tools, PDF viewers, real-time monitors) locally or in clients. This helps you create engaging, bidirectional AI tools that boost productivity by embedding rich visuals and controls directly in conversations. https://github.com/modelcontextprotocol/ext-apps

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@CryptoM · Post #64744 · 04/09/2026, 05:34 PM

🚀 AI TRENDS | Google Cloud AI's PaperOrchestra Enhances Manuscript Quality Google Cloud AI researchers have introduced PaperOrchestra, a system designed to improve the quality of literature reviews and manuscript formatting. According to NS3.AI, human evaluations revealed that PaperOrchestra achieved a 50%-68% win-rate margin in literature review quality compared to autonomous baselines. The system employs five specialized agents to manage tasks such as organizing raw materials, generating figures, reviewing literature, and formatting manuscripts. To evaluate the effectiveness of PaperOrchestra, researchers developed PaperWritingBench, a framework built from 200 top-tier AI conference papers. This framework demonstrated a 14%-38% improvement in overall manuscript quality, showcasing the potential of PaperOrchestra in enhancing academic writing processes. #AI#GoogleCloudAI#PaperOrchestra#ManuscriptQuality#LiteratureReview#AcademicWriting#AIAgents#ResearchTools#PaperWritingBench