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Mem0

MCP Servers

Memory layer for AI apps and agents. Open-source SDK + managed API that adds long-term, semantic and graph memory with fast retrieval, policy controls, and analytics.

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At a Glance

Pricing

Open Source

Get started with Mem0 at no cost with 10,000 memories and 1,000 retrieval API calls/month.

Engagement

Available On

Web
API
SDK

Resources

WebsiteDocsGitHubllms.txt

Topics

MCP ServersRetrieval-Augmented GenerationAgent Memory

About Mem0

Mem0 is a universal memory layer for LLM apps and AI agents. It extracts, stores, and recalls the facts and preferences that matter—so your agent can personalize behavior across sessions while using fewer tokens. Developers can use the managed cloud or the open-source SDKs (Python/Node) to add working, episodic, semantic, and factual memory, with sub-50 ms lookups, decay/filters to prevent memory bloat, and optional graph memory to connect entities over time. Mem0 integrates with popular agent frameworks (LangChain, CrewAI, LangGraph, AutoGen, Vercel AI SDK, etc.) and supports MCP via an official example and the OpenMemory MCP app. A hosted dashboard provides observability and analytics. Security is covered via a dedicated trust portal, with SOC 2 Type I and HIPAA compliance listed and SOC 2 Type II in observation.

Key use cases: persistent user profiles, cross-session personalization, memory for support/chat, voice agents, and hybrid RAG + memory setups.

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Pricing

OPEN SOURCE

Open Source

Get started with Mem0 at no cost with 10,000 memories and 1,000 retrieval API calls/month.

  • 10,000 memories
  • 1,000 retrieval API calls/month
  • Unlimited end users
  • Community support
View official pricing

Capabilities

Key Features

  • LLM-based memory extraction and scoring
  • Working, episodic, semantic, and factual memory types
  • Fast memory retrieval (sub-50 ms lookups)
  • Memory decay, filtering, and deduplication
  • Graph Memory to link entities and relationships
  • Multimodal support (text + images)
  • Policy-based memory customization and controls
  • Dashboards and analytics for observability
  • Open-source SDKs (Python, Node) and self-hosting
  • Managed cloud with projects, auth, and team features
  • MCP support via OpenMemory and example servers
  • Integrations with agent frameworks and voice stacks

Integrations

LangChain
LangGraph
LlamaIndex
CrewAI
AutoGen
Agno
OpenAI Agents SDK
Google Agent Development Kit
Vercel AI SDK
Flowise
LiveKit
Pipecat
ElevenLabs
AWS Bedrock
AgentOps
Keywords AI
Dify
Raycast (extension)
MCP (OpenMemory / example servers)
API Available
View Docs

Demo Video

Mem0 Demo Video
Watch on YouTube

Reviews & Ratings

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Developer

Mem0 Team

Mem0 builds an open-source and managed memory layer for AI agents and applications, with SDKs, an API, and an MCP app (OpenMemory).

Read more about Mem0 Team
WebsiteGitHubX / Twitter
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