Mem0 MCP Server for Windsurf 4 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Mem0 through the Vinkius and Cascade will auto-discover every tool — ask questions, generate code, and act on live data without leaving your editor.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Mem0 and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"mem0": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Mem0 MCP Server
Connect your AI agent to Mem0 — the industry-standard memory layer that enables agents to remember, learn, and personalize across conversations.
Windsurf's Cascade agent chains multiple Mem0 tool calls autonomously — query data, analyze results, and generate code in a single agentic session. Paste the Vinkius Edge URL, reload, and all 4 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Add Memories — Store facts, preferences, and context from conversations. Mem0 AI automatically extracts key information and structures it as searchable memories
- Semantic Search — Find relevant memories using natural language queries. Ask 'What does the user prefer?' and get ranked results by relevance
- List Memories — View all stored memories for a user to build comprehensive profiles and understand accumulated context
- Delete Memories — Remove outdated or incorrect memories to keep the knowledge base clean
The Mem0 MCP Server exposes 4 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Mem0 to Windsurf via MCP
Follow these steps to integrate the Mem0 MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Mem0
Open Cascade and ask: "Using Mem0, help me..." — 4 tools available
Why Use Windsurf with the Mem0 MCP Server
Windsurf provides unique advantages when paired with Mem0 through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows — Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 4 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Mem0 + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Mem0 MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Mem0 and generate models, types, or handlers based on real API responses
Live debugging: query Mem0 tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Mem0 and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Mem0 data with Cascade's code generation to scaffold entire features in minutes
Mem0 MCP Tools for Windsurf (4)
These 4 tools become available when you connect Mem0 to Windsurf via MCP:
add_memory
The system automatically extracts structured facts from the provided content and stores them as searchable, persistent memories associated with the given user ID. Store a new memory for a user. The AI extracts key facts and preferences from the content and stores them as persistent memories
delete_memory
Use with caution — this action cannot be undone. Delete a specific memory by its ID
get_memories
Useful for reviewing what the agent knows about a user or for building a user profile. List all stored memories for a specific user
search_memories
Returns results ranked by relevance score, enabling the agent to recall past preferences, facts, and context. Semantically search stored memories for a specific user. Returns the most relevant memories matching your query
Example Prompts for Mem0 in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Mem0 immediately.
"Remember that I prefer dark mode, use VS Code, and my favorite language is TypeScript."
"What do you remember about my coding preferences?"
"Show me all the memories you have stored for my user profile."
Troubleshooting Mem0 MCP Server with Windsurf
Common issues when connecting Mem0 to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Mem0 + Windsurf FAQ
Common questions about integrating Mem0 MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Mem0 with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Mem0 to Windsurf
Get your token, paste the configuration, and start using 4 tools in under 2 minutes. No API key management needed.