Cognee vs Graphiti

Cognee is free, with no paid plan attached. Graphiti is free, with no paid plan attached. Both are listed under Agent Memory & RAG-as-a-Service, so this is a like-for-like comparison. Neither is ranked above the other — Flocci carries no sponsored placement.

Cognee vs Graphiti — straight answers

Cognee vs Graphiti: what is the difference?

Cognee is free, with no paid plan attached and is listed for open-source memory platform that turns data into a knowledge graph plus vectors for agents. Graphiti is free, with no paid plan attached and is listed for framework for building real-time temporal knowledge graphs for AI agents. Both sit in Agent Memory & RAG-as-a-Service.

Is Cognee or Graphiti cheaper to start with?

Neither — Cognee and Graphiti are both free, so the choice comes down to capability rather than cost. Both entries list what they uniquely do above.

Which should I choose, Cognee or Graphiti?

Choose Cognee if you need open-source memory platform that turns data into a knowledge graph plus vectors for agents; choose Graphiti if you need framework for building real-time temporal knowledge graphs for AI agents. Flocci AI Tools does not rank one above the other — it shows both feature sets side by side and lets the requirement decide.

Cognee compared with Graphiti: pricing tier, category, listed capabilities and links.
 CogneeGraphiti
Pricing tierFreeFree
Free to startYesYes
CategoryAI Agents & AutomationAI Agents & Automation
TypeAgent Memory & RAG-as-a-ServiceAgent Memory & RAG-as-a-Service
Listed capabilities
  • Open-source memory platform that turns data into a knowledge graph plus vectors for agents
  • Python API with pluggable graph, vector and relational stores
  • Self-host free; cloud option exists
  • Framework for building real-time temporal knowledge graphs for AI agents
  • Powers Zep's memory layer; runs standalone
  • Open source, works with Neo4j and other graph DBs
Tagscognee, ai agent memory open source, knowledge graph memory, graph rag memory layergraphiti, temporal knowledge graph agents, zep graphiti, real time knowledge graph memory
Websitecognee.aigithub.com
Full pageCognee details →Graphiti details →
AlternativesCognee alternatives →Graphiti alternatives →

Basic Memory

Agent Memory & RAG-as-a-Service
freeNew
  • MCP server that stores AI conversation memory as local Markdown notes
  • Works with Claude Desktop and other MCP clients, and is readable in Obsidian
  • Everything stays on your disk
  • Open source core is free; optional paid cloud sync

LightRAG

Agent Memory & RAG-as-a-Service
freeNew
  • Simple, fast graph-based RAG from HKU Data Science lab (EMNLP 2025)
  • Combines knowledge-graph and vector retrieval
  • Works with local or hosted LLMs

MemOS

Agent Memory & RAG-as-a-Service
freeNew
  • Memory operating system for LLM agents with hybrid retrieval and persistent memory
  • Open source and self-hostable, with a cloud option
  • Built for multi-agent and personal assistants
  • Backed by MemTensor, a Shanghai team

Memvid

Agent Memory & RAG-as-a-Service
freeNew
  • Packs agent memory into a single portable file with no server or database
  • Offline retrieval with no cloud dependency
  • Open source with SDKs
  • Aimed at replacing complex RAG pipelines

RAGFlow

Agent Memory & RAG-as-a-Service
freeNew
  • Open-source RAG engine with deep document parsing and agent workflows
  • Grounded citations and template-based chunking
  • Self-host with Docker; bring your own LLM

Letta

Agent Memory & RAG-as-a-Service
freemium
  • Free BYOK plan supporting up to 3 stateful agents
  • Stateful-agent runtime with persistent memory, desktop app, CLI and API
  • Open-source framework (formerly MemGPT) plus a managed cloud