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n8n Workflow Vectorization and Knowledge Graph

This project provides tools for analyzing, categorizing, and storing n8n workflows across multiple database types:

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MCP Integrations

This project now includes Model Context Protocol (MCP) integrations for:

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Project Structure

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Setup and Installation

1. Process Workflows

The `workflow-parser.js` script processes n8n workflow files, extracting metadata and generating descriptions:

npm run parse
# or
node workflow-parser.js

This creates enriched workflow data in the `processed-workflows/` directory.

2. Configure Environment Variables

Copy the example environment file and update with your settings:

cp .env.example .env
# Edit .env with your configuration

3. MCP Integrations

QDRANT MCP Integration

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