Overview

Mem0 seamlessly integrates with popular AI frameworks and tools to enhance your LLM-based applications with persistent memory capabilities. By integrating Mem0, your applications benefit from:

• Enhanced context management across multiple frameworks
• Consistent memory persistence across different LLM interactions
• Optimized token usage through efficient memory retrieval
• Framework-agnostic memory layer
• Simple integration with existing AI tools and frameworks

<Callout type="tip" icon="puzzle-piece"> **Universal Integration**: Use <Link href="/platform/mem0-mcp">Mem0 MCP</Link> for a standardized protocol that works with ANY AI client. </Callout>

Here are the available integrations for Mem0:

Integrations

<CardGroup cols={2}> <Card title="AgentOps" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="25" height="26" viewBox="0 0 30 36" fill="none" > <path d="M10.4659 6.47277C10.45 6.37428 10.4381 6.27986 10.4303 6.18101L10.4285 6.16388C10.4212 6.09482 10.414 6.02566 10.4106 5.95626L1.18538 21.8752C0.505422 23.0493 0.323356 24.4208 0.675227 25.7289C0.849119 26.3869 1.14971 26.9859 1.55323 27.5098C1.95675 28.0338 2.46282 28.4751 3.05175 28.8143C3.83464 29.2675 4.70856 29.5 5.59028 29.5C6.03318 29.5 6.4798 29.4408 6.91899 29.3226C8.23581 28.972 9.3349 28.1326 10.0152 26.9545L15.9268 16.749V16.7449L16.5001 15.7637L17.6431 13.7936L16.5001 11.8234L15.9309 10.8381L15.9268 10.8341L13.7836 7.13406C13.6651 6.933 13.5741 6.72418 13.5109 6.51165C13.2817 5.80223 13.3292 5.04172 13.6097 4.37599L13.8115 4.02535C14.3532 3.09155 15.31 2.53987 16.3184 2.47692C16.3738 2.46915 16.4251 2.46915 16.4804 2.46915C16.5421 2.46915 16.6038 2.47257 16.6654 2.47599L16.6822 2.47692C17.6906 2.53987 18.6474 3.09155 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11.5965 7.01944C11.5967 7.02051 11.597 7.02157 11.5974 7.02261C11.6483 7.19293 11.7081 7.36177 11.7787 7.52838C11.8619 7.72943 11.9607 7.92641 12.0715 8.11932L12.3245 8.5566V8.56067L12.4984 8.85614L12.7199 9.24232H12.7239L12.728 9.25417L14.7802 12.7927V12.7968L14.7883 12.805V12.809L15.3576 13.7943L14.7883 14.7796L8.30344 25.9703C7.88431 26.6912 7.21216 27.2077 6.40921 27.4202C6.14019 27.4913 5.86338 27.5306 5.59474 27.5306C5.053 27.5306 4.51906 27.3888 4.04085 27.1089C3.31705 26.6953 2.79909 26.0251 2.58581 25.2213C2.36845 24.4174 2.47917 23.5821 2.89829 22.8609L11.1585 8.60473L11.186 8.56141V8.55734C11.1266 8.45478 11.0753 8.35629 11.024 8.25409C11.0105 8.22496 10.9969 8.19611 10.9834 8.16739C10.9458 8.08735 10.9086 8.00836 10.8739 7.92715C10.8718 7.92504 10.8708 7.92194 10.8698 7.91887C10.8688 7.91602 10.8679 7.91319 10.8661 7.91123V7.90346C10.8423 7.8483 10.8186 7.79311 10.7989 7.73795C10.7476 7.60799 10.7041 7.47803 10.6644 7.3477C10.6012 7.15479 10.5536 6.96152 10.518 6.76861C10.4942 6.67012 10.4786 6.5757 10.4667 6.47684C10.4667 6.47684 10.47 6.47684 10.4659 6.47277Z" fill="currentColor"></path> </svg> } href="/integrations/agentops" > Monitor and analyze Mem0 operations with comprehensive AI agent analytics and LLM observability. </Card> <Card title="Camel AI" href="/integrations/camel-ai" > Use Mem0Storage to persist Camel multi-agent conversations and share cloud memory across agents. </Card> <Card title="LangChain" icon={ <svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg" width="32" height="32" > <title>LangChain</title> <path d="M6.0988 5.9175C2.7359 5.9175 0 8.6462 0 12s2.736 6.0825 6.0988 6.0825h11.8024C21.2641 18.0825 24 15.3538 24 12s-2.736 -6.0825 -6.0988 -6.0825ZM5.9774 7.851c0.493 0.0124 1.02 0.2496 1.273 0.6228 0.3673 0.4592 0.4778 1.0668 0.8944 1.4932 0.5604 0.6118 1.199 1.1505 1.7161 1.802 0.4892 0.5954 0.8386 1.2937 1.1436 1.9975 0.1244 0.2335 0.1257 0.5202 0.31 0.7197 0.0908 0.1204 0.5346 0.4483 0.4383 0.5645 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-0.3462Zm-9.973 5.1567 -0.0006 0.0006c-0.0793 0.3078 -0.1048 0.8318 -0.506 0.847 -0.033 0.1776 0.1228 0.2445 0.2655 0.1874 0.141 -0.0645 0.2081 0.0508 0.2557 0.1657 0.2177 0.0317 0.5394 -0.0725 0.5516 -0.3298 -0.325 -0.1867 -0.4253 -0.5418 -0.5662 -0.8709" fill="currentColor" /> </svg> } href="/integrations/langchain" > Integrate Mem0 with LangChain to build powerful agents with memory capabilities. </Card> <Card title="LlamaIndex" icon={ <svg width="24" height="24" viewBox="0 0 80 80" xmlns="http://www.w3.org/2000/svg" > <path d="M0 16C0 7.16344 7.16925 0 16.013 0H64.0518C72.8955 0 80.0648 7.16344 80.0648 16V64C80.0648 72.8366 72.8955 80 64.0518 80H16.013C7.16924 80 0 72.8366 0 64V16Z" fill="currentColor" /> <path d="M50.3091 52.6201C45.1552 54.8952 39.5718 53.963 37.4243 53.2126C37.4243 53.726 37.4009 55.3218 37.3072 57.597C37.2135 59.8721 36.4873 61.3099 36.1359 61.7444C36.1749 63.1664 36.2062 66.271 36.0188 67.3138C35.8313 68.3566 35.1598 69.2493 34.8474 69.5652H31.6848C31.9659 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id="paint0_linear_3021_4156" x1="21.1546" y1="15.4117" x2="71.8865" y2="57.9279" gradientUnits="userSpaceOnUse" > <stop offset="0.0619804" stop-color="#F6DCD9" /> <stop offset="0.325677" stop-color="#FFA5EA" /> <stop offset="0.589257" stop-color="#45DFF8" /> <stop offset="1" stop-color="#BC8DEB" /> </linearGradient> </defs> </svg> } href="/integrations/llama-index" > Build RAG applications with LlamaIndex and Mem0. </Card> <Card title="AutoGen" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 96 85" fill="none" > <rect width="96" height="85" rx="6" fill="#2D2D2F" /> <path d="M32.6484 28.7109L23.3672 57H15.8906L28.5703 22.875H33.3281L32.6484 28.7109ZM40.3594 57L31.0547 28.7109L30.3047 22.875H35.1094L47.8594 57H40.3594ZM39.9375 44.2969V49.8047H21.9141V44.2969H39.9375ZM77.6484 39.1641V52.6875C77.1172 53.3281 76.2969 54.0234 75.1875 54.7734C74.0781 55.5078 72.6484 56.1406 70.8984 56.6719C69.1484 57.2031 67.0312 57.4688 64.5469 57.4688C62.3438 57.4688 60.3359 57.1094 58.5234 56.3906C56.7109 55.6562 55.1484 54.5859 53.8359 53.1797C52.5391 51.7734 51.5391 50.0547 50.8359 48.0234C50.1328 45.9766 49.7812 43.6406 49.7812 41.0156V38.8828C49.7812 36.2578 50.1172 33.9219 50.7891 31.875C51.4766 29.8281 52.4531 28.1016 53.7188 26.6953C54.9844 25.2891 56.4922 24.2188 58.2422 23.4844C59.9922 22.75 61.9375 22.3828 64.0781 22.3828C67.0469 22.3828 69.4844 22.8672 71.3906 23.8359C73.2969 24.7891 74.75 26.1172 75.75 27.8203C76.7656 29.5078 77.3906 31.4453 77.625 33.6328H70.8047C70.6328 32.4766 70.3047 31.4688 69.8203 30.6094C69.3359 29.75 68.6406 29.0781 67.7344 28.5938C66.8438 28.1094 65.6875 27.8672 64.2656 27.8672C63.0938 27.8672 62.0469 28.1094 61.125 28.5938C60.2188 29.0625 59.4531 29.7578 58.8281 30.6797C58.2031 31.6016 57.7266 32.7422 57.3984 34.1016C57.0703 35.4609 56.9062 37.0391 56.9062 38.8359V41.0156C56.9062 42.7969 57.0781 44.375 57.4219 45.75C57.7656 47.1094 58.2734 48.2578 58.9453 49.1953C59.6328 50.1172 60.4766 50.8125 61.4766 51.2812C62.4766 51.75 63.6406 51.9844 64.9688 51.9844C66.0781 51.9844 67 51.8906 67.7344 51.7031C68.4844 51.5156 69.0859 51.2891 69.5391 51.0234C70.0078 50.7422 70.3672 50.4766 70.6172 50.2266V44.1797H64.1953V39.1641H77.6484Z" fill="white" /> </svg> } href="/integrations/autogen" > Build multi-agent systems with persistent memory capabilities. </Card> <Card title="CrewAI" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 48 48" preserveAspectRatio="xMidYMid meet" > <g transform="translate(0.000000,48.000000) scale(0.100000,-0.100000)" fill="currentColor" stroke="none" > <path d="M252 469 c-103 -22 -213 -172 -214 -294 -1 -107 60 -168 168 -167 130 1 276 133 234 211 -13 25 -27 26 -52 4 -31 -27 -32 -6 -4 56 34 77 33 103 -6 146 -38 40 -78 55 -126 44z m103 -40 c44 -39 46 -82 9 -163 -27 -60 -42 -68 -74 -36 -24 24 -26 67 -5 117 22 51 19 60 -11 32 -72 -65 -125 -189 -105 -242 9 -23 16 -27 53 -27 54 0 122 33 154 76 34 44 54 44 54 1 0 -75 -125 -167 -225 -167 -121 0 -181 92 -145 222 17 58 86 153 137 187 63 42 110 42 158 0z" /> </g> </svg> } href="/integrations/crewai" > Develop collaborative AI agents with shared memory using CrewAI and Mem0. </Card> <Card title="LangGraph" icon={ <svg width="32" height="32" viewBox="0 0 63 33" xmlns="http://www.w3.org/2000/svg" > <path fill-rule="evenodd" clip-rule="evenodd" d="M16.0556 0.580566H46.6516C55.3698 0.580566 62.4621 7.69777 62.4621 16.4459C62.4621 25.194 55.3698 32.3112 46.6516 32.3112H16.0556C7.16924 32.3112 0.245117 25.194 0.245117 16.4459C0.245117 7.69777 7.16924 0.580566 16.0556 0.580566ZM30.103 25.1741C30.487 25.5781 31.0556 25.5581 31.5593 25.4534L31.5643 25.4559C31.7981 25.2657 31.4658 25.0248 31.1484 24.7948C30.9581 24.6569 30.7731 24.5228 30.7189 24.406C30.8946 24.1917 30.375 23.7053 29.9704 23.3266C29.8006 23.1676 29.6511 23.0276 29.5818 22.9347C29.2939 22.6213 29.1782 22.226 29.0618 21.8283C28.9846 21.5645 28.9071 21.2996 28.7788 21.0569C27.9883 19.2215 27.083 17.401 25.8137 15.8474C24.9979 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16.4916H44.4725Z" fill="currentColor" /> </svg> } href="/integrations/langgraph" > Create complex agent workflows with memory persistence using LangGraph. </Card> <Card title="Vercel AI SDK" icon={ <svg width="24" height="24" viewBox="0 0 128 128" xmlns="http://www.w3.org/2000/svg" > <path d="M64.002 8.576 128 119.424H0Z" fill="currentColor" /> </svg> } href="/integrations/vercel-ai-sdk" > Build AI-powered applications with memory using the Vercel AI SDK. </Card> <Card title="LangChain Tools" icon={ <svg role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg" width="32" height="32" > <title>LangChain</title> <path d="M6.0988 5.9175C2.7359 5.9175 0 8.6462 0 12s2.736 6.0825 6.0988 6.0825h11.8024C21.2641 18.0825 24 15.3538 24 12s-2.736 -6.0825 -6.0988 -6.0825ZM5.9774 7.851c0.493 0.0124 1.02 0.2496 1.273 0.6228 0.3673 0.4592 0.4778 1.0668 0.8944 1.4932 0.5604 0.6118 1.199 1.1505 1.7161 1.802 0.4892 0.5954 0.8386 1.2937 1.1436 1.9975 0.1244 0.2335 0.1257 0.5202 0.31 0.7197 0.0908 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-1.2124 0 -1.6735a1.18 1.18 0 0 0 -0.8395 -0.3462Zm-9.973 5.1567 -0.0006 0.0006c-0.0793 0.3078 -0.1048 0.8318 -0.506 0.847 -0.033 0.1776 0.1228 0.2445 0.2655 0.1874 0.141 -0.0645 0.2081 0.0508 0.2557 0.1657 0.2177 0.0317 0.5394 -0.0725 0.5516 -0.3298 -0.325 -0.1867 -0.4253 -0.5418 -0.5662 -0.8709" fill="currentColor" /> </svg> } href="/integrations/langchain-tools" > Use Mem0 with LangChain Tools for enhanced agent capabilities. </Card> <Card title="Dify" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 200 200" fill="none" > <path d="M40 20 H120 C160 20, 160 180, 120 180 H40 V20" fill="currentColor" /> </svg> } href="/integrations/dify" > Build AI applications with persistent memory using Dify and Mem0. </Card> <Card title="Livekit" icon={ <svg viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg" width="24" height="24" > <text x="12" y="16" fontFamily="Arial" fontSize="12" textAnchor="middle" fill="currentColor" fontWeight="bold" > LK </text> </svg> } href="/integrations/livekit" > Integrate Mem0 with Livekit for voice agents. </Card> <Card title="ElevenLabs" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" > <rect width="24" height="24" fill="white"/> <rect x="8" y="4" width="2" height="16" fill="black"/> <rect x="14" y="4" width="2" height="16" fill="black"/> </svg> } href="/integrations/elevenlabs" > Build voice agents with memory using ElevenLabs Conversational AI. </Card> <Card title="Pipecat" icon={ <svg viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg" width="24" height="24" > <path d="M12 2C6.48 2 2 6.48 2 12s4.48 10 10 10 10-4.48 10-10S17.52 2 12 2zm0 18c-4.41 0-8-3.59-8-8s3.59-8 8-8 8 3.59 8 8-3.59 8-8 8z" fill="currentColor"/> <circle cx="8.5" cy="9" r="1.5" fill="currentColor"/> <circle cx="15.5" cy="9" r="1.5" fill="currentColor"/> <path d="M12 16c1.66 0 3-1.34 3-3H9c0 1.66 1.34 3 3 3z" fill="currentColor"/> <path d="M17.5 12c-.83 0-1.5-.67-1.5-1.5s.67-1.5 1.5-1.5 1.5.67 1.5 1.5-.67 1.5-1.5 1.5z" fill="currentColor"/> <path d="M6.5 12c-.83 0-1.5-.67-1.5-1.5S5.67 9 6.5 9s1.5.67 1.5 1.5S7.33 12 6.5 12z" fill="currentColor"/> </svg> } href="/integrations/pipecat" > Build conversational AI agents with memory using Pipecat. </Card> <Card title="Agno" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" > <path d="M8 4h8v12h8" stroke="currentColor" strokeWidth="2" fill="none" transform="rotate(15, 12, 12)"/> </svg> } href="/integrations/agno" > Build autonomous agents with memory using Agno framework. </Card>

<Card title="Respan" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 200 200" fill="none" > <path d="M2.00635 190.234V9.76584H53.3558V29.5101H26.7223V170.562H53.3558V190.234H2.00635Z" fill="currentColor"></path> <path d="M120.692 160.902C116.383 160.902 112.691 159.387 109.612 156.357C106.535 153.327 105.02 149.633 105.067 145.277C105.02 141.016 106.535 137.37 109.612 134.34C112.691 131.309 116.383 129.794 120.692 129.794C124.859 129.794 128.481 131.309 131.559 134.34C134.684 137.37 136.27 141.016 136.317 145.277C136.27 148.166 135.512 150.793 134.045 153.161C132.624 155.528 130.73 157.422 128.362 158.842C126.042 160.216 123.486 160.902 120.692 160.902Z" fill="currentColor"></path> <path d="M197.993 9.76584V190.234H146.643V170.562H173.278V29.5101H146.643V9.76584H197.993Z" fill="currentColor"></path> </svg> } href="/integrations/respan"

</Card> <Card title="Raycast" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" > <path d="M3 12L21 12M12 3L12 21M7.5 7.5L16.5 16.5M16.5 7.5L7.5 16.5" stroke="currentColor" strokeWidth="2" strokeLinecap="round" /> </svg> } href="/integrations/raycast" > Mem0 Raycast extension for intelligent memory management and retrieval. </Card> <Card title="Mastra" icon={ <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" > <path d="M12 2L22 7L12 12L2 7L12 2Z" stroke="currentColor" strokeWidth="2" strokeLinejoin="round" /> <path d="M2 17L12 22L22 17" stroke="currentColor" strokeWidth="2" strokeLinejoin="round" /> <path d="M2 12L12 17L22 12" stroke="currentColor" strokeWidth="2" strokeLinejoin="round" /> </svg> } href="/integrations/mastra" > Build AI agents with persistent memory using Mastra's framework and tools. </Card> <Card title="OpenAI Agents SDK" icon="robot" href="/integrations/openai-agents-sdk" > Integrate Mem0 with the OpenAI Agents SDK for persistent memory across multi-agent workflows. </Card> <Card title="Google ADK" icon="google" href="/integrations/google-ai-adk" > Integrate Mem0 with Google Agent Development Kit for persistent memory across multi-agent workflows. </Card> <Card title="Flowise" icon="diagram-project" href="/integrations/flowise" > Add persistent Mem0 memory to Flowise chatflows for context-aware conversations in the low-code builder. </Card> <Card title="AWS Bedrock" icon="cloud" href="/integrations/aws-bedrock" > Use Mem0 with AWS Bedrock and OpenSearch Service for cloud-native persistent semantic memory storage. </Card> <Card title="ChatDev" icon="comments" href="/integrations/chatdev" > Add persistent cloud-managed memory to ChatDev multi-agent workflows with zero-code YAML configuration. </Card> </CardGroup>