Proven Performance
Graphiti powers the memory layer behind Zep's state-of-the-art agent memory results. In comprehensive benchmarks, agents using Graphiti achieved significant performance improvements over traditional approaches.
Accuracy Improvements
Over traditional approaches in comprehensive benchmarks
Latency Reduction
With 98% fewer tokens required for processing
Updates
Without batch recomputation required
What Makes Graphiti Different
Temporal Intelligence
Tracks when facts were true, not just what facts exist. Your agents can reason about changing relationships and historical context.
Hybrid Retrieval
Combines semantic search, keyword matching, and graph traversal for precise, low-latency queries without LLM summarization overhead.
Dynamic Updates
Integrates new information immediately while automatically invalidating outdated facts based on temporal logic.
Enterprise Ready
Handles large datasets with parallel processing and scales to production environments.
Integration Made Simple
Model Context Protocol (MCP) Server
Connect Graphiti directly to Claude, Cursor, and other AI assistants. Give your existing tools powerful knowledge graph-based memory without changing your workflow.
Learn more about MCPFlexible Architecture
Works with your existing infrastructure. Supports Neo4j, OpenAI, Azure OpenAI, Google Gemini, and Anthropic out of the box.
Join the Community
Join Discord
Connect with the community in the #Graphiti channel. Get help, share projects, and shape the roadmap.
Join DiscordContributing
We welcome contributions from the community. Whether you're fixing bugs, improving documentation, or building new features, your input helps make Graphiti better for everyone.
Report Issues
Report issues and suggest features on GitHub
Improve Docs
Improve documentation and examples
Submit PRs
Submit pull requests for bug fixes and features
Help Others
Answer questions in Discord and GitHub
What's Next
Graphiti is under active development with regular releases. Upcoming features include enhanced custom schema support, expanded retrieval capabilities, and deeper integration options.
Graphiti is powered by the team behind Zep, the context engineering platform for AI agents