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LLMsChatGPT Gmail Connector: OpenAI’s next flop? The ChatGPT Gmail connector was first released in June 2025 for Plus, Pro, Team, Enterprise, and Edu users. However, because of alleged data protectio... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Articles" target="_blank">#Articles</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/mcp" target="_blank">#mcp</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/agents" target="_blank">#agents</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/openai" target="_blank">#openai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a href="https://4sysops.com/archives/chatgpt-gmail-connector-openais-next-flop/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=QOOHlWWncz3qAowjs4KbM0DydpQ&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

michabbb🚀 <a href="https://social.vivaldi.net/tags/Laravel" class="mention hashtag" rel="nofollow noopener" target="_blank">#Laravel</a> Boost accelerates <a href="https://social.vivaldi.net/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>-assisted development with specialized <a href="https://social.vivaldi.net/tags/MCP" class="mention hashtag" rel="nofollow noopener" target="_blank">#MCP</a> tools🔧 15+ specialized tools designed for streamlined <a href="https://social.vivaldi.net/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>-assisted coding workflows📚 Documentation API with 17,000+ pieces of <a href="https://social.vivaldi.net/tags/Laravel" class="mention hashtag" rel="nofollow noopener" target="_blank">#Laravel</a>-specific information enhanced by semantic search⚡ Composable AI guidelines crafted specifically for <a href="https://social.vivaldi.net/tags/Laravel" class="mention hashtag" rel="nofollow noopener" target="_blank">#Laravel</a> ecosystem packages ensuring framework-appropriate code🧵 👇 <a href="https://social.vivaldi.net/tags/php" class="mention hashtag" rel="nofollow noopener" target="_blank">#php</a>

LLMs再谈 MCP - Model Context Protocol（MCP）详解和开发教程在前文基础上，本文进一步深入解析 MCP 的通信机制与原语规范，系统梳理其消息结构、生命周期与... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/LLM" target="_blank">#LLM</a> <a href="https://www.mengke.me/blog/202507/MCP_Revisited" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=Qbs6L0sukk5fpcEhHf7kOF3jGWO&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMsModel Context Protocol (MCP) 快速开始探索 MCP 协议如何让 AI 从"回答问题"进化为"执行任务"。本文详细介绍了 MCP 的概念、架构和实现原理，并... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/LLM" target="_blank">#LLM</a> <a href="https://www.mengke.me/blog/202503/MCP_Quick_Start" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=86lWb91KyE2QT2SruXzM8nDEWLg&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMs以「asset-price-mcp」为例，从 0 开发 MCP Server 从 0 构建第一个MCP服务器，包括核心功能实现、API集成和数据处理流程 ... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/LLM" target="_blank">#LLM</a> <a href="https://www.mengke.me/blog/202504/The_First_MCP_Server" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=2VkyhJ6c82kWkjup2RDJXhwdIvY&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMs用gradio部署mcp server 1. 说明 mcp是一种创新的开源协议，用于规范大模型对外部工具的调用流程。mcp服务是供大模型调用的外部服务，用于增强大模型... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/LLM" target="_blank">#LLM</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Gradio" target="_blank">#Gradio</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a href="http://vra.github.io/2025/06/04/graio-mcp-server/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=ShCy8SsqcNd132uvLM3KHDD7xr6&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

LLMs从LLM和MCP的协同过程看如何做优化 MCP 介绍性的文章相信大家都已经看到了很多了，相信大家或多或少都有所了解了。今天我们换一个视角，从大... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/AI" target="_blank">#AI</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/mcp" target="_blank">#mcp</a> <a href="https://zxs.io/article/2026" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=7XgXTOrZVpSY3JbzlU1xZ7J4puq&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

Carlo Zottmann🚀 It's officially released now:My unofficial <a href="https://norden.social/tags/Kagi" class="mention hashtag" rel="nofollow noopener" target="_blank">#Kagi</a> <a href="https://norden.social/tags/MCP" class="mention hashtag" rel="nofollow noopener" target="_blank">#MCP</a> server which *doesn't* require Kagi API access. It's nice because Kagi is so much higher-quality than the built-in LLM web search (Google, Bing, etc.)!<a href="https://github.com/czottmann/kagi-ken-mcp" rel="nofollow noopener" translate="no" target="_blank">https://github.com/czottmann/kagi-ken-mcp</a><a href="https://norden.social/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a> <a href="https://norden.social/tags/claude" class="mention hashtag" rel="nofollow noopener" target="_blank">#claude</a>

LLMsWhy we open sourced our MCP server, and what it means for you Learn how maintainers are using the GitHub MCP Server and what they are building in this episode of the GitHub Podcast. The post Why we... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Maintainers" target="_blank">#Maintainers</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Open" target="_blank">#Open</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Source" target="_blank">#Source</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/GitHub" target="_blank">#GitHub</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Podcast" target="_blank">#Podcast</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a href="https://github.blog/open-source/maintainers/why-we-open-sourced-our-mcp-server-and-what-it-means-for-you/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=43BtBoc7o7clOcLsr4Ue5xa7dEO&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

sekurak NewsJak środowisko Cursor pozwalało na uruchomienie złośliwego kodu – CVE-2025-54136Nie da się ukryć, że LLMy na stałe wpisały się w krajobraz naszej rzeczywistości. Dodatkowo, szczególną rolę, odgrywają w świecie IT, gdzie stają się nieodzownym elementem narzędzi, np. środowisk programistycznych. Generowanie kodu, podpowiadanie składni, przygotowanie dokumentacji czy także także dodatkowe funkcjonalności dostępne dzięki rozwiązaniu Model Context Protocol, o którym już...<a href="https://mastodon.com.pl/tags/WBiegu" class="mention hashtag" rel="nofollow noopener" target="_blank">#WBiegu</a> <a href="https://mastodon.com.pl/tags/Backdoor" class="mention hashtag" rel="nofollow noopener" target="_blank">#Backdoor</a> <a href="https://mastodon.com.pl/tags/Cursor" class="mention hashtag" rel="nofollow noopener" target="_blank">#Cursor</a> <a href="https://mastodon.com.pl/tags/Cve" class="mention hashtag" rel="nofollow noopener" target="_blank">#Cve</a> <a href="https://mastodon.com.pl/tags/Llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#Llm</a> <a href="https://mastodon.com.pl/tags/Mcp" class="mention hashtag" rel="nofollow noopener" target="_blank">#Mcp</a> <a href="https://mastodon.com.pl/tags/Podatno%C5%9B%C4%87" class="mention hashtag" rel="nofollow noopener" target="_blank">#Podatność</a> <a href="https://mastodon.com.pl/tags/Rce" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rce</a><a href="https://sekurak.pl/jak-srodowisko-cursor-pozwalalo-na-uruchomienie-zlosliwego-kodu-cve-2025-54136/" rel="nofollow noopener" translate="no" target="_blank">https://sekurak.pl/jak-srodowisko-cursor-pozwalalo-na-uruchomienie-zlosliwego-kodu-cve-2025-54136/</a>

Carlo ZottmannLLM-using <a href="https://norden.social/tags/Kagi" class="mention hashtag" rel="nofollow noopener" target="_blank">#Kagi</a> customer? Feeling adventurous? Want to use Kagi search & summarizer in your <a href="https://norden.social/tags/Claude" class="mention hashtag" rel="nofollow noopener" target="_blank">#Claude</a> etc. but don't have API access yet? Then kagi-ken-mcp might be for you: a <a href="https://norden.social/tags/MCP" class="mention hashtag" rel="nofollow noopener" target="_blank">#MCP</a> server that provides access to Kagi.com services using the token from your private session link:<a href="https://github.com/czottmann/kagi-ken-mcp?_" rel="nofollow noopener" translate="no" target="_blank">https://github.com/czottmann/kagi-ken-mcp?_</a>It's definitely still a <a href="https://norden.social/tags/WIP" class="mention hashtag" rel="nofollow noopener" target="_blank">#WIP</a>, though 😅

LLMsWhy we open sourced our MCP server, and what it means for you Learn how maintainers are using the GitHub MCP Server and what they are building in this episode of the GitHub Podcast. The post Why we... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Maintainers" target="_blank">#Maintainers</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Open" target="_blank">#Open</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Source" target="_blank">#Source</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/GitHub" target="_blank">#GitHub</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/Podcast" target="_blank">#Podcast</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a href="https://github.blog/open-source/maintainers/why-we-open-sourced-our-mcp-server-and-what-it-means-for-you/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=2xaMGnAyhP26Iiuo3f5SksyPKWu&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

GripNews🌘 介紹 Nexus：整合、治理並保護您的 AI 工具堆疊的開源 AI 路由器 ➤ 簡化 AI 協調，釋放 AI 應用程式的潛力 ✤ <a href="https://nexusrouter.com/blog/introducing-nexus-the-open-source-ai-router" rel="nofollow noopener" translate="no" target="_blank">https://nexusrouter.com/blog/introducing-nexus-the-open-source-ai-router</a> Nexus 是一款創新的開源 AI 路由器，旨在簡化複雜的 AI 系統架構。它能整合多個模型上下文協定（MCP）伺服器，並根據任務需求、成本與效能考量，智能地路由到最適合的大型語言模型（LLM）。Nexus 透過單一介面管理外部工具存取，提供路由決策的清晰可見性，並確保安全性與合規性，最終目標是提升 AI 應用程式的效率、可靠性和可擴展性。 + 聽起來很實用，特別是整合多個 MCP 伺服器和智能路由的部分，希望它能真正解決開發者在管理複雜 AI 堆疊時遇到的痛點。 + 這個開源專案的潛力很大，尤其是在提高 AI 系統的可見性和安全性方面。期待看到它未來的發展，像是更進階的路由演算法和分析儀錶板。 <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> <a href="https://mastodon.social/tags/%E8%B7%AF%E7%94%B1%E5%99%A8" class="mention hashtag" rel="nofollow noopener" target="_blank">#路由器</a> <a href="https://mastodon.social/tags/%E9%96%8B%E6%BA%90" class="mention hashtag" rel="nofollow noopener" target="_blank">#開源</a> <a href="https://mastodon.social/tags/%E5%8D%94%E8%AA%BF" class="mention hashtag" rel="nofollow noopener" target="_blank">#協調</a> <a href="https://mastodon.social/tags/MCP" class="mention hashtag" rel="nofollow noopener" target="_blank">#MCP</a> <a href="https://mastodon.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://mastodon.social/tags/%E5%AE%89%E5%85%A8" class="mention hashtag" rel="nofollow noopener" target="_blank">#安全</a> <a href="https://mastodon.social/tags/%E6%B2%BB%E7%90%86" class="mention hashtag" rel="nofollow noopener" target="_blank">#治理</a>

:rss: Hacker NewsNexus: An Open-Source AI Router for Governance, Control and Observability <a href="https://nexusrouter.com/blog/introducing-nexus-the-open-source-ai-router" rel="nofollow noopener" translate="no" target="_blank">https://nexusrouter.com/blog/introducing-nexus-the-open-source-ai-router</a> <a href="https://rss-mstdn.studiofreesia.com/tags/ycombinator" class="mention hashtag" rel="nofollow noopener" target="_blank">#ycombinator</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Nexus" class="mention hashtag" rel="nofollow noopener" target="_blank">#Nexus</a> <a href="https://rss-mstdn.studiofreesia.com/tags/MCP" class="mention hashtag" rel="nofollow noopener" target="_blank">#MCP</a> <a href="https://rss-mstdn.studiofreesia.com/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://rss-mstdn.studiofreesia.com/tags/router" class="mention hashtag" rel="nofollow noopener" target="_blank">#router</a> <a href="https://rss-mstdn.studiofreesia.com/tags/gateway" class="mention hashtag" rel="nofollow noopener" target="_blank">#gateway</a>

LLMsПишем свой MCP-сервер на Go Пока ML- и AI-специалисты усиленно создают агентские системы, разработчики тоже хотя... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/golang" target="_blank">#golang</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/go" target="_blank">#go</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/mcp" target="_blank">#mcp</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/mcp-server" target="_blank">#mcp-server</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a href="https://habr.com/ru/companies/cloud_ru/articles/935390/?utm_source=habrahabr&utm_medium=rss&utm_campaign=935390" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=Z42qYlw77otNDBoXgKbcuhVjtWy&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

HabrПишем свой MCP-сервер на GoПока ML- и AI-специалисты усиленно создают агентские системы, разработчики тоже хотят приобщиться к созданию нового мира. Так компания Anthropic — создатели Claude Sonnet, разработали открытый протокол MCP (Model Context Protocol), который позволяет LLM взаимодействовать с любой информационной системой. Это открыло новые возможности не только для построения более сложных и продвинутых агентских AI-систем, но и для активного участия во всём этом процессе и backend-разработчиков. Я Евгений Клецов — Go-разработчик из<a href="https://habr.com/ru/companies/cloud_ru/articles/935390/" rel="nofollow noopener" translate="no" target="_blank">https://habr.com/ru/companies/cloud_ru/articles/935390/</a><a href="https://zhub.link/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://zhub.link/tags/golang" class="mention hashtag" rel="nofollow noopener" target="_blank">#golang</a> <a href="https://zhub.link/tags/go" class="mention hashtag" rel="nofollow noopener" target="_blank">#go</a> <a href="https://zhub.link/tags/mcp" class="mention hashtag" rel="nofollow noopener" target="_blank">#mcp</a> <a href="https://zhub.link/tags/mcpserver" class="mention hashtag" rel="nofollow noopener" target="_blank">#mcpserver</a> <a href="https://zhub.link/tags/llm" class="mention hashtag" rel="nofollow noopener" target="_blank">#llm</a>

Adam WarskiHow do LLMs call tools? What's the role of MCP? Do LLMs know about MCPs? Who decides when to call which tool?Read all about that - with diagrams - in "How <a href="https://softwaremill.social/tags/MCP" class="mention hashtag" rel="nofollow noopener" target="_blank">#MCP</a> and <a href="https://softwaremill.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> tool calls work"! Enjoy :)<a href="https://virtuslab.com/blog/ai/how-mcp-llm-tool-calls-work/" rel="nofollow noopener" translate="no" target="_blank">https://virtuslab.com/blog/ai/how-mcp-llm-tool-calls-work/</a>

LLMsПишем свой MCP-сервер на Go Пока ML- и AI-специалисты усиленно создают агентские системы, разработчики тоже хотя... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/golang" target="_blank">#golang</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/go" target="_blank">#go</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/mcp" target="_blank">#mcp</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/mcp-server" target="_blank">#mcp-server</a> <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a href="https://habr.com/ru/companies/cloud_ru/articles/935390/?utm_source=habrahabr&utm_medium=rss&utm_campaign=935390" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=09m9FJOoqrgNMRVVrxWzfNWLIQq&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

Frontend DogmaForget SEO—Everyone Does RAO, by (not on Mastodon or Bluesky):<a href="https://archive.fo/982Hq" rel="nofollow noopener" translate="no" target="_blank">https://archive.fo/982Hq</a><a href="https://mas.to/tags/seo" class="mention hashtag" rel="nofollow noopener" target="_blank">#seo</a> <a href="https://mas.to/tags/mcp" class="mention hashtag" rel="nofollow noopener" target="_blank">#mcp</a> <a href="https://mas.to/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a> <a href="https://mas.to/tags/outlooks" class="mention hashtag" rel="nofollow noopener" target="_blank">#outlooks</a>

LLMsWhat is an MCP hub and why it’s the next layer for AI agents Learn what is an MCP hub and how it centralizes connection to multiple MCP servers, simplifying tool discovery, governance, and monito... <a rel="nofollow noopener" class="mention hashtag" href="https://mastodon.social/tags/MCP" target="_blank">#MCP</a> <a href="https://portkey.ai/blog/what-is-an-mcp-hub/" rel="nofollow noopener" target="_blank">Origin</a> | <a href="https://awakari.com/sub-details.html?id=LLMs" rel="nofollow noopener" target="_blank">Interest</a> | <a href="https://awakari.com/pub-msg.html?id=8gcWLhw0s6gN0NC0rBVxBzuns6S&interestId=LLMs" rel="nofollow noopener" target="_blank">Match</a>

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