This is a great post that's critical of #MCP #ModelContextProtocol and its design - digs into its design choices and how they could be improved in different ways.

Really strong technical analysis, I'm really impressed.

https://raz.sh/blog/2025-05-02_a_critical_look_at_mcp

Last year, I started to dig a bit around #LangChain4J. It’s a fast-growing project, and I wanted to get familiar with the updates. I also wanted to check how to integrate a #ModelContextProtocol server in LangChain4J.

#MCP

https://blog.frankel.ch/langchain4j-musings-six-months-after/

#ModelContextProtocol is all the rage right now!
(a protocol to standardize #LLM tool calling)

Let's see how to implement an #MCP server in #Java ️using the reference implementation

How to call it from an #MCP client with #langchain4j

https://glaforge.dev/posts/2025/04/04/mcp-client-and-server-with-java-mcp-sdk-and-langchain4j/

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... - https://arstechnica.com/information-technology/2025/04/mcp-the-new-usb-c-for-ai-thats-bringing-fierce-rivals-together/ #modelcontextprotocol #largelanguagemodels #machinelearning #anthropic #chatgpt #chatgtp #biz⁢ #openai #api #mcp #ai

How easy is it to let an LLM execute tools over the #ModelContextProtocol with @QuarkusIO and @langchain4j? Extremely easy!

https://quarkus.io/blog/quarkus-langchain4j-mcp/
#Java #quarkus #llm #genai #aiml