What is the best free alternative to RAGFlow?
MemOS is the closest free alternative to RAGFlow: same Agent Memory & RAG-as-a-Service sub-category, and it is free. Memory operating system for LLM agents with hybrid retrieval and persistent memory
Best free RAGFlow alternatives
Looking for a free alternative to RAGFlow? Here are 9 agent memory & rag-as-a-service worth trying — 9 with a free tier. RAGFlow itself is free.
| Tool | RAGFlow (you searched) | MemOS | Mem0 | Zep |
|---|---|---|---|---|
| Pricing | free | free | freemium | freemium |
| Best for | Open-source RAG engine with deep document parsing and agent workflows | Memory operating system for LLM agents with hybrid retrieval and persistent memory | Free Hobby tier: unlimited end users, 10K add / 1K retrieval requests/month | Free plan: 10,000 monthly credits, 2 projects, 200ms retrieval |
| Visit | Open ↗ | Open ↗ | Open ↗ | Open ↗ |
RAGFlow alternatives — straight answers
Are there free RAGFlow alternatives?
Yes — 9 of the 9 alternatives listed here are free or freemium: MemOS, Mem0, Zep, Supermemory, Letta. None of them are paid-only.
Is RAGFlow free?
RAGFlow is free. There is no paid plan attached to it in the catalog.
How were these RAGFlow alternatives chosen?
They are the other tools in Agent Memory & RAG-as-a-Service, then the rest of AI Agents & Automation, ordered free tiers first and capped at 9. There is no sponsorship and no paid placement in that ordering — only the pricing tier decides.
All RAGFlow alternatives
Browse Agent Memory & RAG-as-a-Service →MemOS
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Memory operating system for LLM agents with hybrid retrieval and persistent memory.
- 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
Mem0
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Free Hobby tier: unlimited end users, 10K add / 1K retrieval requests/month.
- Free Hobby tier: unlimited end users, 10K add / 1K retrieval requests/month
- Graph memory and entity linking for agent context
- Open-source core plus managed cloud API
Zep
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Free plan: 10,000 monthly credits, 2 projects, 200ms retrieval.
- Free plan: 10,000 monthly credits, 2 projects, 200ms retrieval
- Graph RAG with automated context assembly from chat + business data
- Temporal knowledge graph for tracking how facts change over time
Supermemory
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Free monthly usage allowance plus a Supermemory MCP server.
- Free monthly usage allowance plus a Supermemory MCP server
- Native connectors for Google Drive, Notion, OneDrive as memory sources
- Deduplication so repeated content isn't rebilled
Letta
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Free BYOK plan supporting up to 3 stateful agents.
- 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
Memori
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — LLM-agnostic memory layer that captures agent context as structured state.
- LLM-agnostic memory layer that captures agent context as structured state
- Works with LangChain, Pydantic AI, Agno and MCP clients such as Claude Code
- Open source under Apache 2.0, with free self-host
- Hosted cloud with an always-free development tier
LightRAG
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Simple, fast graph-based RAG from HKU Data Science lab (EMNLP 2025).
- Simple, fast graph-based RAG from HKU Data Science lab (EMNLP 2025)
- Combines knowledge-graph and vector retrieval
- Works with local or hosted LLMs
Cognee
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Open-source memory platform that turns data into a knowledge graph plus vectors for agents.
- 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
Graphiti
Agent Memory & RAG-as-a-Service
✦ WhyA RAGFlow alternative — Framework for building real-time temporal knowledge graphs for AI agents.
- 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