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#modelcontextprotocol

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Kathy Reid<p>This is a great post that's critical of <a href="https://aus.social/tags/MCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MCP</span></a> <a href="https://aus.social/tags/ModelContextProtocol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ModelContextProtocol</span></a> and its design - digs into its design choices and how they could be improved in different ways. </p><p>Really strong technical analysis, I'm really impressed. </p><p><a href="https://raz.sh/blog/2025-05-02_a_critical_look_at_mcp" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">raz.sh/blog/2025-05-02_a_criti</span><span class="invisible">cal_look_at_mcp</span></a></p>
Nicolas Fränkel 🇺🇦🇬🇪<p>Last year, I started to dig a bit around <a href="https://mastodon.top/tags/LangChain4J" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LangChain4J</span></a>. It’s a fast-growing project, and I wanted to get familiar with the updates. I also wanted to check how to integrate a <a href="https://mastodon.top/tags/ModelContextProtocol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ModelContextProtocol</span></a> server in LangChain4J.</p><p><a href="https://mastodon.top/tags/MCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MCP</span></a></p><p><a href="https://blog.frankel.ch/langchain4j-musings-six-months-after/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.frankel.ch/langchain4j-mu</span><span class="invisible">sings-six-months-after/</span></a></p>
Guillaume Laforge<p><a href="https://uwyn.net/tags/ModelContextProtocol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ModelContextProtocol</span></a> is all the rage right now!<br>(a protocol to standardize <a href="https://uwyn.net/tags/LLM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LLM</span></a> tool calling)</p><p>1️⃣ Let's see how to implement an <a href="https://uwyn.net/tags/MCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MCP</span></a> server in <a href="https://uwyn.net/tags/Java" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Java</span></a> ☕️using the reference implementation</p><p>2️⃣ How to call it from an <a href="https://uwyn.net/tags/MCP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MCP</span></a> client with <a href="https://uwyn.net/tags/langchain4j" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>langchain4j</span></a> </p><p><a href="https://glaforge.dev/posts/2025/04/04/mcp-client-and-server-with-java-mcp-sdk-and-langchain4j/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">glaforge.dev/posts/2025/04/04/</span><span class="invisible">mcp-client-and-server-with-java-mcp-sdk-and-langchain4j/</span></a></p>
IT News<p>MCP: The new “USB-C for AI” that’s bringing fierce rivals together - What does it take to get OpenAI and Anthropic—two competitors in the AI as... - <a href="https://arstechnica.com/information-technology/2025/04/mcp-the-new-usb-c-for-ai-thats-bringing-fierce-rivals-together/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">arstechnica.com/information-te</span><span class="invisible">chnology/2025/04/mcp-the-new-usb-c-for-ai-thats-bringing-fierce-rivals-together/</span></a> <a href="https://schleuss.online/tags/modelcontextprotocol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modelcontextprotocol</span></a> <a href="https://schleuss.online/tags/largelanguagemodels" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>largelanguagemodels</span></a> <a href="https://schleuss.online/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://schleuss.online/tags/anthropic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>anthropic</span></a> <a href="https://schleuss.online/tags/chatgpt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chatgpt</span></a> <a href="https://schleuss.online/tags/chatgtp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>chatgtp</span></a> <a href="https://schleuss.online/tags/biz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>biz</span></a>⁢ <a href="https://schleuss.online/tags/openai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openai</span></a> <a href="https://schleuss.online/tags/api" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>api</span></a> <a href="https://schleuss.online/tags/mcp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mcp</span></a> <a href="https://schleuss.online/tags/ai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ai</span></a></p>
Markus Eisele<p>How easy is it to let an LLM execute tools over the <a href="https://mastodon.online/tags/ModelContextProtocol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ModelContextProtocol</span></a> with @QuarkusIO and @langchain4j? Extremely easy! </p><p><a href="https://quarkus.io/blog/quarkus-langchain4j-mcp/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">quarkus.io/blog/quarkus-langch</span><span class="invisible">ain4j-mcp/</span></a><br><a href="https://mastodon.online/tags/Java" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Java</span></a> <a href="https://mastodon.online/tags/quarkus" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>quarkus</span></a> <a href="https://mastodon.online/tags/llm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>llm</span></a> <a href="https://mastodon.online/tags/genai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>genai</span></a> <a href="https://mastodon.online/tags/aiml" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aiml</span></a></p>