Independently verified against live vendor data on Sep 21, 2026.
Transparency
Mostly Public
Contract
Month-to-month
Data training
Not Trained
Human in loop
Optional
Capabilities
context-memorymcp-serveropen-sourcebyokautonomous
Pros & Limitations
Editorial assessmentPros
- ✓Mem0 runs as a managed platform or as Apache 2.0 open-source software, with Python and TypeScript SDKs, a CLI, a hosted MCP server and more than 20 supported vector databases.
- ✓On its managed platform Mem0 reports 92.5 on LoCoMo and 94.4 on LongMemEval for its April 2026 algorithm, using under 7,000 tokens per retrieval call.
- ✓Every plan, including the permanently free Hobby plan, allows unlimited end users, and the GitHub repository has 67k stars.
Limitations
- –Graph memory, Dream memory consolidation and analytics start at the $249/month Pro plan, Starter includes one project, and on-premise deployment, SSO and audit logs require Enterprise.
- –Content from Hobby plan users may be used to train Mem0's AI models, while Paid Plan data is excluded from training.
- –The Trust Center lists a SOC 2 Type 1 report and a HIPAA self-attestation, both available on request, rather than a SOC 2 Type II report.
Technical Details
Deployment
cloudself-hostedapi
Model architectureLLM-agnostic: works with LLM providers including OpenAI, Anthropic, Google Gemini, AWS Bedrock, Groq, Mistral and local models through Ollama, plus a vector store and optional graph memory.
Avg setup timeUnder 5 minutes for the OpenMemory MCP server, per Mem0, and the Mem0 CLI mints an API key in under 5 seconds.
Autonomous rateOnce integrated, Mem0 extracts, stores and retrieves memories without per-item approval: each add call runs extraction automatically and each search returns the most relevant memories for the query. Mem0 publishes no autonomy percentage.
MCPServer
Integrations
LangGraphLangChainLlamaIndexCrewAIAutoGenOpenAI Agents SDKGoogle ADKVercel AI SDKMastraFlowiseLangflowDifyn8nZapierClaude CodeCursorCodexLiveKitPipecatElevenLabsAWS BedrockStrands Agents SDKVercel MarketplaceQdrantPineconepgvectorWeaviateNeo4j
Security
HIPAAGDPRCCPA
Similar agents
Industries
HealthcareEducation
Built for
DevToolsSaaSEnterprise
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