#modelcontextprotocol — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #modelcontextprotocol, aggregated by home.social.
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The common cause of AI-generated bugs isn't faulty logic, but rather a complete lack of infrastructure context.
By tunneling an MCP server into your Upsun environment through the CLI, your AI assistants can finally see database schemas and live configurations instead of guessing.
This secure connection lets tools like Cursor check their suggestions against a replica of your production data without risking your live site.
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The common cause of AI-generated bugs isn't faulty logic, but rather a complete lack of infrastructure context.
By tunneling an MCP server into your Upsun environment through the CLI, your AI assistants can finally see database schemas and live configurations instead of guessing.
This secure connection lets tools like Cursor check their suggestions against a replica of your production data without risking your live site.
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The common cause of AI-generated bugs isn't faulty logic, but rather a complete lack of infrastructure context.
By tunneling an MCP server into your Upsun environment through the CLI, your AI assistants can finally see database schemas and live configurations instead of guessing.
This secure connection lets tools like Cursor check their suggestions against a replica of your production data without risking your live site.
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The common cause of AI-generated bugs isn't faulty logic, but rather a complete lack of infrastructure context.
By tunneling an MCP server into your Upsun environment through the CLI, your AI assistants can finally see database schemas and live configurations instead of guessing.
This secure connection lets tools like Cursor check their suggestions against a replica of your production data without risking your live site.
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AI agents aren’t just answering questions anymore — they can take actions using corporate API keys and tokens.
The problem?
Some MCP servers may store those “keys” in plain files, across unmanaged systems, or behind excessive permissions.
A malicious document or server could expose them.
How can these secrets leak, and what protections actually help?
https://en.hacks.gr/pos-ta-mcp-servers-ekthetoyn-ta-mystika-ton-epicheiriseon/
#Cybersecurity #ModelContextProtocol #PromptInjection #SecretsManagement #AIAgents
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MCP im Planungsbüro: Wie KI-Chatbots direkten Zugriff auf Ihre Programme bekommen
→ https://internet-fuer-architekten.de/mcp-ki-chatbot-cad-bim-buerosoftware/
#BuildingInformationModeling #CADSoftware #Chatbots #KIAgenten #KünstlicheIntelligenz #ModelContextProtocol
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𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗲𝗺𝗣𝗮𝗹𝗮𝗰𝗲: 𝗦𝗲𝗰𝘂𝗿𝗲 𝗟𝗼𝗰𝗮𝗹 𝗔𝗜 𝗠𝗲𝗺𝗼𝗿𝘆 𝘄𝗶𝘁𝗵 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗭𝗲𝗿𝗼 𝗧𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆 𝗜𝗗𝗘
Build a private long-term AI memory system. Step-by-step guide to self-hosting MemPalace on a homelab, securing remote access with Cloudflare Zero Trust, and integrating Model Context Protocol (MCP) in Antigravity IDE for automated code context.
#mempalace #aimemory #antigravity #antigravityIDE #mcp #modelcontextprotocol #cloudflare #docker #homelab
https://dariusz.wieckiewicz.org/en/mempalace-local-ai-memory-cloudflare-antigravity/
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𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗲𝗺𝗣𝗮𝗹𝗮𝗰𝗲: 𝗦𝗲𝗰𝘂𝗿𝗲 𝗟𝗼𝗰𝗮𝗹 𝗔𝗜 𝗠𝗲𝗺𝗼𝗿𝘆 𝘄𝗶𝘁𝗵 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗭𝗲𝗿𝗼 𝗧𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆 𝗜𝗗𝗘
Build a private long-term AI memory system. Step-by-step guide to self-hosting MemPalace on a homelab, securing remote access with Cloudflare Zero Trust, and integrating Model Context Protocol (MCP) in Antigravity IDE for automated code context.
#mempalace #aimemory #antigravity #antigravityIDE #mcp #modelcontextprotocol #cloudflare #docker #homelab
https://dariusz.wieckiewicz.org/en/mempalace-local-ai-memory-cloudflare-antigravity/
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𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗲𝗺𝗣𝗮𝗹𝗮𝗰𝗲: 𝗦𝗲𝗰𝘂𝗿𝗲 𝗟𝗼𝗰𝗮𝗹 𝗔𝗜 𝗠𝗲𝗺𝗼𝗿𝘆 𝘄𝗶𝘁𝗵 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗭𝗲𝗿𝗼 𝗧𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆 𝗜𝗗𝗘
Build a private long-term AI memory system. Step-by-step guide to self-hosting MemPalace on a homelab, securing remote access with Cloudflare Zero Trust, and integrating Model Context Protocol (MCP) in Antigravity IDE for automated code context.
#mempalace #aimemory #antigravity #antigravityIDE #mcp #modelcontextprotocol #cloudflare #docker #homelab
https://dariusz.wieckiewicz.org/en/mempalace-local-ai-memory-cloudflare-antigravity/
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𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗲𝗺𝗣𝗮𝗹𝗮𝗰𝗲: 𝗦𝗲𝗰𝘂𝗿𝗲 𝗟𝗼𝗰𝗮𝗹 𝗔𝗜 𝗠𝗲𝗺𝗼𝗿𝘆 𝘄𝗶𝘁𝗵 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗭𝗲𝗿𝗼 𝗧𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆 𝗜𝗗𝗘
Build a private long-term AI memory system. Step-by-step guide to self-hosting MemPalace on a homelab, securing remote access with Cloudflare Zero Trust, and integrating Model Context Protocol (MCP) in Antigravity IDE for automated code context.
#mempalace #aimemory #antigravity #antigravityIDE #mcp #modelcontextprotocol #cloudflare #docker #homelab
https://dariusz.wieckiewicz.org/en/mempalace-local-ai-memory-cloudflare-antigravity/
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𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗠𝗲𝗺𝗣𝗮𝗹𝗮𝗰𝗲: 𝗦𝗲𝗰𝘂𝗿𝗲 𝗟𝗼𝗰𝗮𝗹 𝗔𝗜 𝗠𝗲𝗺𝗼𝗿𝘆 𝘄𝗶𝘁𝗵 𝗖𝗹𝗼𝘂𝗱𝗳𝗹𝗮𝗿𝗲 𝗭𝗲𝗿𝗼 𝗧𝗿𝘂𝘀𝘁 𝗮𝗻𝗱 𝗔𝗻𝘁𝗶𝗴𝗿𝗮𝘃𝗶𝘁𝘆 𝗜𝗗𝗘
Build a private long-term AI memory system. Step-by-step guide to self-hosting MemPalace on a homelab, securing remote access with Cloudflare Zero Trust, and integrating Model Context Protocol (MCP) in Antigravity IDE for automated code context.
#mempalace #aimemory #antigravity #antigravityIDE #mcp #modelcontextprotocol #cloudflare #docker #homelab
https://dariusz.wieckiewicz.org/en/mempalace-local-ai-memory-cloudflare-antigravity/
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From the Leanpub Blog: The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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From the Leanpub Blog: The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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From the Leanpub Blog: The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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From the Leanpub Blog: The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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NEW! The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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NEW! The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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NEW! The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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NEW! The Leanpub Podcast 🎙 Feat. Ediz Najim, Author of Systems Thinking for Agentic AI: A Software Architect’s Guide to Building Reliable LLM and Agent Systems
#books #leanpublishing #selfpublishing #AgenticAI #SystemsThinking #SoftwareArchitecture #LLMEngineering #AIReliability #RAG #ModelContextProtocol #BackendDevelopment #AIObservability #Leanpub
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Kakao Partners with Coupang Eats for In-Chat AI Food Delivery
Image created with generative AI Kakao (035720.KS) has joined hands with Coupang Eats as the first step in…
#EuropeSays #Korea #KR #Coupang #AIagent #CoupangEats #fooddelivery #Kakao #KakaoTalk #ModelContextProtocol #PlayMCP #verticalAIinfrastructure
https://www.europesays.com/korea/110554/ -
In the March issue I tried to capture the anti-MCP sentiment and hype around CLIs. Of course, pronouncing MCP dead turned out to be quite premature… https://www.bitoff.org/the-api-dispatch-11/
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In the March issue I tried to capture the anti-MCP sentiment and hype around CLIs. Of course, pronouncing MCP dead turned out to be quite premature… https://www.bitoff.org/the-api-dispatch-11/
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In the March issue I tried to capture the anti-MCP sentiment and hype around CLIs. Of course, pronouncing MCP dead turned out to be quite premature… https://www.bitoff.org/the-api-dispatch-11/
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In the March issue I tried to capture the anti-MCP sentiment and hype around CLIs. Of course, pronouncing MCP dead turned out to be quite premature… https://www.bitoff.org/the-api-dispatch-11/
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In the March issue I tried to capture the anti-MCP sentiment and hype around CLIs. Of course, pronouncing MCP dead turned out to be quite premature… https://www.bitoff.org/the-api-dispatch-11/
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https://www.europesays.com/britain/93838/ [LDNXF H1 2026 Earnings Call] LSEG Raises Full-Year Guidance as AI Demand Drives 8.4% Organic Growth, Subscription Revenue Accelerates to 6.3% #DataAnalytics #DavidSchwimmer #FTSERussell #HSBC #LCHGroup #LondonStockExchangeGroup #LSEG #LSEGDataAccess(LDA) #Microsoft #ModelContextProtocol(MCP) #RiskIntelligence #Russell9000Index #SwapClear #Tradeweb #Workspace #WorldCheck
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Production security for #ModelContextProtocol (MCP) requires more than gateway enforcement.
In this #InfoQ article, Nik Kale outlines a defense-in-depth approach built on 4 architectural control layers:
🔹 Safe Execution
🔹 Management Infrastructure
🔹 Outbound Trust
🔹 Semantic IntegrityLearn why security must be enforced at the earliest trustworthy control points.
🔗 Read now: https://bit.ly/45tPB6P
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Production security for #ModelContextProtocol (MCP) requires more than gateway enforcement.
In this #InfoQ article, Nik Kale outlines a defense-in-depth approach built on 4 architectural control layers:
🔹 Safe Execution
🔹 Management Infrastructure
🔹 Outbound Trust
🔹 Semantic IntegrityLearn why security must be enforced at the earliest trustworthy control points.
🔗 Read now: https://bit.ly/45tPB6P
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Production security for #ModelContextProtocol (MCP) requires more than gateway enforcement.
In this #InfoQ article, Nik Kale outlines a defense-in-depth approach built on 4 architectural control layers:
🔹 Safe Execution
🔹 Management Infrastructure
🔹 Outbound Trust
🔹 Semantic IntegrityLearn why security must be enforced at the earliest trustworthy control points.
🔗 Read now: https://bit.ly/45tPB6P
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Production security for #ModelContextProtocol (MCP) requires more than gateway enforcement.
In this #InfoQ article, Nik Kale outlines a defense-in-depth approach built on 4 architectural control layers:
🔹 Safe Execution
🔹 Management Infrastructure
🔹 Outbound Trust
🔹 Semantic IntegrityLearn why security must be enforced at the earliest trustworthy control points.
🔗 Read now: https://bit.ly/45tPB6P
-
Production security for #ModelContextProtocol (MCP) requires more than gateway enforcement.
In this #InfoQ article, Nik Kale outlines a defense-in-depth approach built on 4 architectural control layers:
🔹 Safe Execution
🔹 Management Infrastructure
🔹 Outbound Trust
🔹 Semantic IntegrityLearn why security must be enforced at the earliest trustworthy control points.
🔗 Read now: https://bit.ly/45tPB6P
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Announcing v2.0 of the official MCP C# SDK
https://devblogs.microsoft.com/dotnet/announcing-v20-of-the-official-mcp-csharp-sdk/
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Announcing v2.0 of the official MCP C# SDK
https://devblogs.microsoft.com/dotnet/announcing-v20-of-the-official-mcp-csharp-sdk/
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Announcing v2.0 of the official MCP C# SDK
https://devblogs.microsoft.com/dotnet/announcing-v20-of-the-official-mcp-csharp-sdk/
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Announcing v2.0 of the official MCP C# SDK
https://devblogs.microsoft.com/dotnet/announcing-v20-of-the-official-mcp-csharp-sdk/
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Announcing v2.0 of the official MCP C# SDK
https://devblogs.microsoft.com/dotnet/announcing-v20-of-the-official-mcp-csharp-sdk/
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The 2026-07-28 MCP Specification
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The 2026-07-28 MCP Specification
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The 2026-07-28 MCP Specification
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The 2026-07-28 MCP Specification
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The 2026-07-28 MCP Specification
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The #ModelContextProtocol #MCP has received its biggest #update since its release, transitioning to a #fullystateless #architecture. This change allows for easier deployment of #AIagents at scale, as it removes the need for sticky routing and shared state. The update also includes a 12-month deprecation policy for stability and hardened authentication to prevent attacks. https://venturebeat.com/infrastructure/mcp-just-got-its-biggest-update-ever-heres-what-changes-for-ai-agents?eicker.news #tech #news #ainews
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The #ModelContextProtocol #MCP has received its biggest #update since its release, transitioning to a #fullystateless #architecture. This change allows for easier deployment of #AIagents at scale, as it removes the need for sticky routing and shared state. The update also includes a 12-month deprecation policy for stability and hardened authentication to prevent attacks. https://venturebeat.com/infrastructure/mcp-just-got-its-biggest-update-ever-heres-what-changes-for-ai-agents?eicker.news #tech #news #ainews
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The #ModelContextProtocol #MCP has received its biggest #update since its release, transitioning to a #fullystateless #architecture. This change allows for easier deployment of #AIagents at scale, as it removes the need for sticky routing and shared state. The update also includes a 12-month deprecation policy for stability and hardened authentication to prevent attacks. https://venturebeat.com/infrastructure/mcp-just-got-its-biggest-update-ever-heres-what-changes-for-ai-agents?eicker.news #tech #news #ainews
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The #ModelContextProtocol #MCP has received its biggest #update since its release, transitioning to a #fullystateless #architecture. This change allows for easier deployment of #AIagents at scale, as it removes the need for sticky routing and shared state. The update also includes a 12-month deprecation policy for stability and hardened authentication to prevent attacks. https://venturebeat.com/infrastructure/mcp-just-got-its-biggest-update-ever-heres-what-changes-for-ai-agents?eicker.news #tech #news #ainews
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The #ModelContextProtocol #MCP has received its biggest #update since its release, transitioning to a #fullystateless #architecture. This change allows for easier deployment of #AIagents at scale, as it removes the need for sticky routing and shared state. The update also includes a 12-month deprecation policy for stability and hardened authentication to prevent attacks. https://venturebeat.com/infrastructure/mcp-just-got-its-biggest-update-ever-heres-what-changes-for-ai-agents?eicker.news #tech #news #ainews
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🚀 The 2026 Model Context Protocol is here to make your digital life more "stateless" than a teenager ignoring chores. 🤖 Forget human interaction, now it's all about Multi RoundTrip Requests and cacheable lists, because who needs eye contact when you have header-based routing? 🙄
https://blog.modelcontextprotocol.io/posts/2026-07-28/ #ModelContextProtocol #DigitalInnovation #StatelessDesign #TechTrends #FutureOfTech #HackerNews #ngated -
🚀 The 2026 Model Context Protocol is here to make your digital life more "stateless" than a teenager ignoring chores. 🤖 Forget human interaction, now it's all about Multi RoundTrip Requests and cacheable lists, because who needs eye contact when you have header-based routing? 🙄
https://blog.modelcontextprotocol.io/posts/2026-07-28/ #ModelContextProtocol #DigitalInnovation #StatelessDesign #TechTrends #FutureOfTech #HackerNews #ngated -
🚀 The 2026 Model Context Protocol is here to make your digital life more "stateless" than a teenager ignoring chores. 🤖 Forget human interaction, now it's all about Multi RoundTrip Requests and cacheable lists, because who needs eye contact when you have header-based routing? 🙄
https://blog.modelcontextprotocol.io/posts/2026-07-28/ #ModelContextProtocol #DigitalInnovation #StatelessDesign #TechTrends #FutureOfTech #HackerNews #ngated -
🚀 The 2026 Model Context Protocol is here to make your digital life more "stateless" than a teenager ignoring chores. 🤖 Forget human interaction, now it's all about Multi RoundTrip Requests and cacheable lists, because who needs eye contact when you have header-based routing? 🙄
https://blog.modelcontextprotocol.io/posts/2026-07-28/ #ModelContextProtocol #DigitalInnovation #StatelessDesign #TechTrends #FutureOfTech #HackerNews #ngated -
🚀 The 2026 Model Context Protocol is here to make your digital life more "stateless" than a teenager ignoring chores. 🤖 Forget human interaction, now it's all about Multi RoundTrip Requests and cacheable lists, because who needs eye contact when you have header-based routing? 🙄
https://blog.modelcontextprotocol.io/posts/2026-07-28/ #ModelContextProtocol #DigitalInnovation #StatelessDesign #TechTrends #FutureOfTech #HackerNews #ngated -
MCP 2026-07-28 Specification: transport going stateless
https://blog.modelcontextprotocol.io/posts/2026-07-28/
Comments: https://news.ycombinator.com/item?id=49088058
#HackerNews #MCP #transport #stateless #specification #ModelContextProtocol
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MCP 2026-07-28 Specification: transport going stateless
https://blog.modelcontextprotocol.io/posts/2026-07-28/
Comments: https://news.ycombinator.com/item?id=49088058
#HackerNews #MCP #transport #stateless #specification #ModelContextProtocol
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MCP 2026-07-28 Specification: transport going stateless
https://blog.modelcontextprotocol.io/posts/2026-07-28/
Comments: https://news.ycombinator.com/item?id=49088058
#HackerNews #MCP #transport #stateless #specification #ModelContextProtocol
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MCP 2026-07-28 Specification: transport going stateless
https://blog.modelcontextprotocol.io/posts/2026-07-28/
Comments: https://news.ycombinator.com/item?id=49088058
#HackerNews #MCP #transport #stateless #specification #ModelContextProtocol
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MCP 2026-07-28 Specification: transport going stateless
https://blog.modelcontextprotocol.io/posts/2026-07-28/
Comments: https://news.ycombinator.com/item?id=49088058
#HackerNews #MCP #transport #stateless #specification #ModelContextProtocol
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From the .NET blog...
In case you missed it earlier...
Analyze MSBuild Binary Logs with Copilot in VS Code
https://devblogs.microsoft.com/dotnet/msbuild-binlog-analyzer-vscode/ #dotnet #AI #VisualStudioCode #binlog #builddiagnostics #BuildPerformance #GitHubCopilot #MCP #ModelContextProtocol #msbuild #VSCode -
From the .NET blog...
In case you missed it earlier...
Analyze MSBuild Binary Logs with Copilot in VS Code
https://devblogs.microsoft.com/dotnet/msbuild-binlog-analyzer-vscode/ #dotnet #AI #VisualStudioCode #binlog #builddiagnostics #BuildPerformance #GitHubCopilot #MCP #ModelContextProtocol #msbuild #VSCode -
From the .NET blog...
In case you missed it earlier...
Analyze MSBuild Binary Logs with Copilot in VS Code
https://devblogs.microsoft.com/dotnet/msbuild-binlog-analyzer-vscode/ #dotnet #AI #VisualStudioCode #binlog #builddiagnostics #BuildPerformance #GitHubCopilot #MCP #ModelContextProtocol #msbuild #VSCode -
From the .NET blog...
In case you missed it earlier...
Analyze MSBuild Binary Logs with Copilot in VS Code
https://devblogs.microsoft.com/dotnet/msbuild-binlog-analyzer-vscode/ #dotnet #AI #VisualStudioCode #binlog #builddiagnostics #BuildPerformance #GitHubCopilot #MCP #ModelContextProtocol #msbuild #VSCode