Features
Cypher-compatible graph query language
In-memory ACID transactions with persistence
Vector search for semantic AI
Built-in GraphRAG pipelines
AI memory (semantic, episodic, procedural)
Agentic AI execution graph support
Sub-millisecond multi-hop graph traversal
Real-time fraud detection and network analysis
MAGE algorithm library (centrality, community, GNN)
Stream connectors (Kafka, Pulsar, Redpanda)
Memgraph Lab visual interface
Multi-tenancy and RBAC (Enterprise)
Federated query (MemGQL) across data sources
Memgraph MCP Server for AI agent integration
Graph neural network (GNN) support
Natural language querying for instant insights
AI Dashboard Generator with customizable themes
Data transformation: clean, merge, filter, reshape
Text analysis: sentiment detection, keyword extraction, translation
Scheduled reporting with Playbooks
Code transparency: view and export Python, SQL, R code
AI SQL Query Generator from natural language
AI Chart Maker and Spreadsheet Generator
PDF to Excel and bank statement to Excel converters
Web scraping from any website
Embeddable analytics chat with iframe
Knowledge Base for improved SQL accuracy
Row-level security for database connections
Data connectors: Google Sheets, BigQuery, Snowflake, MySQL, PostgreSQL, Supabase, MSSQL, and more
Data Explorer with curated datasets
