Neo4j Live: MCP for LLM Agents, APIs & Graphs

Описание: Join us to learn how the Model Context Protocol (MCP) standardizes how to provide context to LLM Agents, enabling streamlined integration of data services and tools. We'll cover the MCP architecture and dive into practical examples of using MCP with Data Services like Neo4j, Infrastructure APIs such as Neo4j Aura, and Agent SDKs like Google ADK. We'll also discuss the challenges MCP addresses, including security, statefulness, and deployment, along with existing resources and community initiatives like registries and marketplaces. This is a deep dive into the technical aspects of MCP and how it can be improve your development workflows.

Guests: Zachary Blumenfeld & Michael Hunger
  / jexpde  
  / zachblumenfeld  

Latent Space Podcast: https://www.latent.space/p/mcp
Neo4j MCP Developer Guide: https://neo4j.com/developer/genai-eco...
Get started Blog: https://neo4j.com/blog/developer/mode...
Aura API Docs: https://neo4j.com/docs/aura/platform/...
MCP Toolbox w/ ADK: https://www.googlecloudcommunity.com/...
GraphAcademy Data Loading & GenAI Courses: https://graphacademy.neo4j.com/catego...

Neo4j MCP Servers: https://github.com/neo4j-contrib/mcp-...
Github MCP Server: https://github.com/github/github-mcp-...
MCP ToolBox - Cypher https://googleapis.github.io/genai-to...
Neo4j AuraDB: https://dev.neo4j.com/discover-aura
MCP: https://modelcontextprotocol.io & https://github.com/modelcontextprotocol
MCP Tools - Agent Development Kit: https://google.github.io/adk-docs/too...

0:00 – Why MCP Matters for AI
1:40 – Rapid Adoption of MCP and Its Ecosystem Growth
3:34 – Is MCP Becoming the Industry Standard?
6:03 – Security, Community and Evolution of the MCP Spec
9:52 – Understanding MCP & Agent Architectures
16:03 – Demo: Using MCP for Data Services with Neo4j
25:10 – MCP for Infrastructure APIs and Developer Productivity
32:01 – Agent SDKs & Integrating MCP in Multi-Agent Systems
44:38 – Wrap-Up: Challenges, Resources & What's Next


#neo4j #graphdatabase #genai #mcp #llm #graphrag