Watch the full session 👉 https://memgraph.com/webinars/graph-context-memgraph-mcp-client-mcp-servers LLMs use tools which are functions that grab extra info. The LLM decides what to use, but the MCP client executes it, like running Cypher queries or page rank algos on the server. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #LLM #Tools #MCPClient #CipherQuery #PageRank #GraphDatabase

Agent skills are text files that help agents solve problems more efficiently and accurately. They contain instructions, scripts, and resources for agents to use. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #AgentSkills #AI #Automation #Efficiency #Memgraph #GraphRAG

Watch the full session 👉 https://memgraph.com/webinars/graphrag-for-devs Graph-Code isn't just for visualizing code as a Graph. It combines graph-based search with Claude Code-style searching. The agent decides the best approach. Surgical code replacement with AST function detection. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #GraphCode #CodeVisualization #CodeQuery #CodeEditing #AST #Claud