Memori

LLM-agnostic memory layer that captures agent context as structured state

What Memori does

  • 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

Memori — straight answers

What is Memori?

Memori is listed under Agent Memory & RAG-as-a-Service, in the AI Agents & Automation category on Flocci AI Tools. LLM-agnostic memory layer that captures agent context as structured state. It is freemium — a usable free tier with paid plans above it, and it lives at memorilabs.ai.

Is Memori free?

Memori is freemium: there is a free tier you can work in and paid plans above it. It is one of 404 freemium tools in the catalog, all labelled the same way so you are never surprised by a paywall.

What can Memori do?

Memori does 4 things the catalog singles out: 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.

What is the best free alternative to Memori?

Basic Memory is the closest free alternative: it sits in the same Agent Memory & RAG-as-a-Service sub-category and is free. Cognee, Graphiti and LightRAG also start free. The full list is on the alternatives page.

See the full list →

Memori alternatives

Compare all alternatives →

Mem0

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

Ragie

Agent Memory & RAG-as-a-Service
freemium
  • Free Developer plan for personal projects/exploration
  • Managed hybrid search, entity extraction and reranking out of the box
  • Handles audio/video ingestion billed separately by duration

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

Head-to-head comparisons