Cognee vs Memvid

Cognee is free, with no paid plan attached. Memvid 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 Memvid — straight answers

Cognee vs Memvid: 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. Memvid is free, with no paid plan attached and is listed for packs agent memory into a single portable file with no server or database. Both sit in Agent Memory & RAG-as-a-Service.

Is Cognee or Memvid cheaper to start with?

Neither — Cognee and Memvid 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 Memvid?

Choose Cognee if you need open-source memory platform that turns data into a knowledge graph plus vectors for agents; choose Memvid if you need packs agent memory into a single portable file with no server or database. 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 Memvid: pricing tier, category, listed capabilities and links.
 CogneeMemvid
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
  • 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
Tagscognee, ai agent memory open source, knowledge graph memory, graph rag memory layermemvid, serverless agent memory, single file rag, offline agent memory, replace rag pipeline
Websitecognee.aigithub.com
Full pageCognee details →Memvid details →
AlternativesCognee alternatives →Memvid 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

Graphiti

Agent Memory & RAG-as-a-Service
freeNew
  • 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

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

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