ICYMI in July…@michael.hunger and Chris Heilman highlights 
Everything a Developer Needs to Know About MCP with Neo4j. This article simplifies integration of LLMs, tools, databases and memory into modular, context‑aware AI systems. The post discusses MCP adoption across major frameworks, outlines its architecture of clients and servers and addresses challenges such as security, discovery and scalability as MCP enters early production use.