GraphAcademy
Course · Part of Generative AI & GraphRAG

Building GraphRAG TypeScript MCP tools

2 hours14 lessons across 3 modules
IntermediateGenerative AI & GraphRAGBuild a Neo4j-backed ApplicationContext EngineerMCP
About this course

In this 2-hour course, you will learn

  • MCP server development with TypeScript

  • Neo4j driver lifecycle management

  • Context-aware tools with Zod schemas

  • Pagination for large datasets

  • Text-to-Cypher natural language queries

Course content

3 modules, 2 hours.

  1. 3 lessons
    1. Building MCP servers
    2. Setting Up Your Development Environment
    3. Create Your First MCP Server
  2. 9 lessons
    1. Connecting to Neo4j
    2. Add Neo4j Connection
    3. Shared State and Logging
    4. Build a GraphRAG Tool
    5. Using Resources
    6. Create a Movie Resource
    7. Handling Large Datasets with Pagination
    8. Build a Paginated Tool
    9. Building Prompts
  3. 2 lessons
    1. Integrated Workflows
    2. Advanced MCP Features
Where to next

Keep going on Generative AI & GraphRAG.

View the full path
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Further reading

Posts from the GraphAcademy blog.

Explore posts, tutorials, and insights on the GraphAcademy blog.