Mem0 MCP, Ready to Go
Give your AI agents long-term memory with Mem0. Let Claude or Cursor remember user preferences and past context across every single session.
No credit card required. Experience the power of this integration risk-free.
Give your agent long-term memory to remember user preferences and past context.
Works with every AI agent you already use
…and any MCP-compatible client
How fast is the Mem0 Connector?
Average time for the server to become ready for requests over the last 14 days, measured until the initialize / tools/list handshake completes. Metrics are updated daily between 00:00 and 04:00 UTC. Create a free account, use this Connector on Vinkius Cloud, and connect it to your AI agent in seconds.
Waiting for input…
What AI agents can do with Mem0 MCP: 4 Tools for Persistent Agent Memory
Give your agent the ability to store, search, and recall user facts and preferences automatically.
Delete memory
Mem0 uses delete_memory to remove a specific memory by its ID when it's no longer accurate or needed. This helps keep your agent's knowledge base clean and relevant.
Get memories
Mem0 uses get_memories to list every stored memory for a specific user to build a full profile of their history. Use this to see exactly what your agent knows about a person.
Search memories
Mem0 uses search_memories to find the most relevant memories based on a natural language query from the user. This allows your agent to recall past facts and preferences instantly.
Add memory
Mem0 uses add_memory to save new facts and preferences from a conversation into the user's persistent memory profile. The system automatically extracts key details for you.
A Connector is a URL. Vinkius runs it: hosting, security, governance, observability.
You're looking at one of 5,800+ managed Connectors. The real value isn't the catalog. It's the control plane that secures, governs, audits, and manages every interaction between your agents and the tools they use.
No Shadow AI
Every agent action is visible, approved, and auditable. Nothing runs outside your governance.
Absolute agent control
Fine-grained permissions for every agent, MCP, and tool. Instantly revoke access and audit every execution.
Cost control per token
Spend broken down to the token, tool, and agent. Budgets and hard limits. No surprise invoices.
Managed & monitored infra
We operate the runtime, authentication, scaling, retries, and monitoring. Your team manages AI, not infrastructure.
Data protection, DLP by design
Sensitive data is filtered before reaching the model. Access is governed so agents receive only the information they're allowed to use.
Token optimization, real savings
Lower AI costs by delivering the right context instead of unnecessary tools. Better accuracy, faster responses, and fewer wasted tokens.
Mem0 MCP for Persistent Agent Memory and Personalization
This is for developers and product teams who are tired of building forgetful bots. It's for the person building a personalized SaaS experience where the AI needs to remember a user's style across weeks of interaction.
AI Agent Developer
Builds complex agents that need to remember past decisions without constant manual prompts.
Chatbot Builder
Creates high-touch customer service bots that remember a customer's previous issues and preferences.
SaaS Product Manager
Integrates persistent memory into a product so the AI feels like a long-term partner rather than a one-off tool.
Frequently Asked Questions
What is Mem0 MCP for AI agents? +
Mem0 MCP for AI agents provides a persistent memory layer. It lets your agent remember facts, preferences, and context from previous conversations so it can provide a personalized experience every time you talk to it.
How does Mem0 help with personalization? +
It stores specific user details automatically. When you tell your agent something about your workflow or preferences, it saves that info and recalls it during future sessions to make the AI feel more tailored to you.
Can my AI agent remember things across different sessions? +
Yes, that's the main goal. While most agents start fresh every time, this Connector allows your agent to pull from a permanent memory bank to keep track of your history and preferences indefinitely.
How do I keep the agent's memory from getting cluttered? +
You can manage the stored information easily. The system allows for the removal of specific memories, so you can delete outdated facts or incorrect information to keep the agent's context sharp.
Is Mem0 MCP for AI agents good for building user profiles? +
It's perfect for that. It allows you to view all stored memories for a specific user, making it easy to see exactly what the agent has learned about them and how it's building their unique profile.
Does Mem0 MCP for AI agents require a complex setup? +
No, it's designed to be a straightforward memory layer. Once you connect your API key to your AI client, the agent starts handling the memory extraction and storage automatically.
Is Mem0 free to use? +
Yes! Mem0 offers a free Hobby tier with 10,000 memories and 1,000 search calls per month — no credit card required. Paid plans start at $19/month for higher limits. An open-source version (Apache 2.0) is also available for self-hosting.
How does Mem0 extract and store memories? +
When you send content to Mem0, its AI automatically extracts key facts and structured information. For example, if you send 'I prefer Python over JavaScript and work best in the morning', Mem0 creates two separate memories: one about language preference and one about work schedule. These are stored in a hybrid architecture (key-value + vector + graph) for fast semantic retrieval.
Can I organize memories by user or agent? +
Yes! Every memory operation supports scoping by user_id, agent_id, or run_id. This means you can maintain separate memory banks for different users, different agents, or even different conversation runs — keeping context perfectly isolated.
Your AI, connected to everything.
No credit card required · Free tier available
Other Connectors in this category
Eden AI Connector
Equip your AI agent to manage unified AI workflows, track providers, and monitor API usage via the Eden AI platform.
Together AI Connector
Together AI MCP lets you run 100+ open-source models like Llama 3.3 and Flux directly through your AI client. It gives you the tools to handle text generation, image creation, audio transcription, and high-scale batch processing without managing any underlying hardware. This is the fastest way to get production-ready inference for your own applications.
Retell AI Connector
Empower your conversational AI to orchestrate, analyze, and automate phone calls or web-based voice agent interactions via Retell.
Related Connectors
Ebby Connector
Equip your AI agent to manage audio transcriptions, track processing status, and retrieve text via the Ebby API.
NLM RxNorm (Drug Database) Connector
Access the NLM RxNorm database to search for drugs, retrieve RxCUIs, and inspect standardized drug properties and identifiers.
INI Parser Engine Connector
Convert INI config files (php.ini, my.cnf, .editorconfig) to JSON and back with absolute precision. 55M+ weekly downloads.
Powerful workflows with this Connector
Get a Daily AI Intelligence Briefing via MCP
You read 30 tabs every morning trying to stay current on AI news , your agent reads them all in 90 seconds, remembers what you care about from previous sessions, and delivers a personalized daily briefing that skips what you already know
Connectors That Remember Every Meeting
You had a critical decision in a meeting 3 weeks ago but nobody remembers the exact reasoning , Deepgram transcribes every meeting, Mem0 stores decisions with persistent memory, and Sheets tracks all commitments