AI Agent Index
ByHeather MacAvelia·Independently reviewed·Published Apr 17, 2026·Updated Oct 12, 2026
Independently verified against live vendor data on Sep 21, 2026.

Open-source memory layer for AI agents, managed or self-hosted, with Python and TypeScript SDKs and an MCP server. Free Hobby plan, Starter $19/mo, Pro $249/mo (USD).

How we scored it

Autonomy

5/5

Integrations

5/5

Pricing clarity

4/5

Evidence

4/5

Setup

5/5

The facts

Mem0 (pronounced mem-zero) is a memory layer for AI agents and assistants from Embedchain, Inc., which does business as Mem0. It uses an LLM to extract the facts worth keeping from conversations, stores them, and retrieves the most relevant ones when an agent needs them, so preferences and context carry across sessions. Memory is scoped per user, agent or app. Mem0 ships as a managed platform and as open-source software under the Apache 2.0 license, and its GitHub repository has 67k stars. The company raised $24M across a Seed round led by Kindred Ventures and a Series A led by Basis Set Ventures, with participation from Peak XV Partners, GitHub Fund and Y Combinator, announced in October 2025. The managed platform is reached through Python and TypeScript SDKs, a REST API, a CLI and a hosted MCP server. OpenMemory runs locally in Docker, keeps its data on the user's machine and exposes its own MCP server to clients such as Claude, Cursor and Windsurf. The open-source SDK works with LLM providers including OpenAI, Anthropic, Google, AWS Bedrock, Groq, Mistral and local models through Ollama, and with more than 20 vector databases including Qdrant, Pinecone, pgvector and Weaviate. Mem0 publishes integration guides for LangGraph, CrewAI, the OpenAI Agents SDK, Google ADK, the Vercel AI SDK, Mastra, n8n, Zapier and Claude Code, among others. Mem0 says AWS selected it as the exclusive memory provider for the Strands Agents SDK. The platform has four plans, priced in USD and billed monthly. Hobby is free, needs no credit card and includes 10,000 add requests and 1,000 retrieval requests a month, one project and community support. Starter is $19/month with 50,000 add requests, 5,000 retrieval requests and one project. Pro is $249/month with 500,000 add requests, 50,000 retrieval requests, unlimited projects, private Slack support, advanced analytics, graph memory with entity linking and Dream memory consolidation. Enterprise is custom-priced and adds unlimited requests, on-premise deployment, audit logs, custom integrations, SSO and SLA support. Every plan allows unlimited end users, and Mem0 also offers usage-based pricing for teams whose traffic does not fit a tier. Starter at $19/month does not include graph memory, Dream memory consolidation, analytics or more than one project, which start at Pro, and on-premise deployment, SSO and audit logs require Enterprise. Mem0's terms and privacy policy allow content from Hobby plan users to be used to train its AI models and exclude Paid Plan data from training. Mem0 is best for developers and product teams building AI agents or assistants that need per-user memory across sessions, on a managed service or self-hosted. Teams that want to assemble chat history and business data in a temporal knowledge graph for Graph RAG should consider Zep. Developers who want their own work context captured automatically across browsers, IDEs and collaboration tools should consider Pieces for Developers, and teams that want a packaged desktop app capturing their own screen and audio history should consider screenpipe. Current state Q3 2026: Mem0's April 2026 memory algorithm uses single-pass, add-only extraction and retrieval that combines semantic, keyword and entity signals. On its managed platform Mem0 reports 92.5 on LoCoMo and 94.4 on LongMemEval, up from 71.4 and 67.8 for its previous algorithm, at under 7,000 tokens per retrieval call, and says open-source results will be directionally similar but not identical. Temporal reasoning and memory decay followed in May 2026, and on September 16, 2026 Mem0 became available as a native integration on the Vercel Marketplace, billed through the Vercel invoice. Mem0's Trust Center lists a SOC 2 Type 1 report, a HIPAA self-attestation and GDPR, and a BAA is available on Enterprise.

Pricing

freemium · $19/mo

View pricing ↗

Segment

Business

Setup

easy

Verified

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 assessment

Pros

  • ✓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.
Integrations
LangGraphLangChainLlamaIndexCrewAIAutoGenOpenAI Agents SDKGoogle ADKVercel AI SDKMastraFlowiseLangflowDifyn8nZapierClaude CodeCursorCodexLiveKitPipecatElevenLabsAWS BedrockStrands Agents SDKVercel MarketplaceQdrantPineconepgvectorWeaviateNeo4j
Security
HIPAAGDPRCCPA

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Rating

4.7/ 5
★★★★★

Editorial score

How we score this →

Recognition

Rated 4.7 ★Category Leader · Q4 2026MCP Server VerifiedListed 2026
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