Bring Knowledge Base
to Cursor
Create your Vinkius account to connect Mem AI (Knowledge Workspace) to Cursor and start using all 12 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the Mem AI (Knowledge Workspace) MCP Server?
Connect your Mem.ai workspace to any AI agent and take full control of your personal and team knowledge through natural conversation.
What you can do
- Knowledge Orchestration — Create new mems (notes) using Markdown directly from your agent, instantly transforming textual ideas into indexed knowledge vectors
- AI Semantic Search — Leverage dense semantic similarity to find notes across your entire workspace, identifying relevant information based on meaning rather than explicit keywords
- Deep Content Retrieval — Extract the full scalar text body and context metadata for specific mems to retrieve precise project details securely
- Collection Management — Establish thematic groupings (Collections) and attach live mems structurally to maintain organized project boundaries natively
- Quick Capture (Mem It) — Trigger rapid capture blocks for links, snippets, or raw thoughts, allowing your agent to log ideas without manual dashboard navigation
- Contextual Updates — Mutate existing mem content to keep project logs and meeting notes up-to-date while preserving historical knowledge mappings
- Resource Inventory — List all available mems or explore specific collections to understand your knowledge distribution and team documentation footprint
How it works
- Subscribe to this server
- Enter your Mem.ai API Key
- Start managing your workspace from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Knowledge Workers — organize research and meeting notes through natural conversation without manual outliner management
- Project Teams — sync project documentation and manage shared knowledge collections directly from your workspace
- Researchers — leverage AI semantic search to bridge ideas and retrieve relevant context across massive personal knowledge bases efficiently
Built-in capabilities (12)
Attach live Mems structurally inside explicitly mapped Collections
Establish new logical thematic groupings mapping notes
ai. Converts plain textual knowledge to indexed vectors immediately mapped implicitly via AI. Create a new mem (note) in Mem.ai using Markdown
No recovery is possible via API. Irreversibly vaporize a mem document globally
Inspect specific Collection metadata elements
Retrieve explicit full context metadata by target Mem ID
Query ALL explicit Mem bodies inside specific Collections
Query explicitly tracked thematic Collections arrays
Returns identifiers and raw bodies. Careful, this returns heavy payloads. List all raw mems across the global workspace
Quick capture shortcut generating automated blocks
AI semantic search looking into all indexed knowledge
Replaces absolute text values so ensure `get_mem` was run to append rather than destroy inadvertently. Update pre-existing mem content natively swapping strings
Why Cursor?
Cursor's Agent mode turns Mem AI (Knowledge Workspace) into an in-editor superpower. Ask Cursor to generate code using live data from Mem AI (Knowledge Workspace) and it fetches, processes, and writes. all in a single agentic loop. 12 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.
- —
Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context
- —
Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards
- —
MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment
- —
VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools
Mem AI (Knowledge Workspace) in Cursor
Why run Mem AI (Knowledge Workspace) with Vinkius?
The Mem AI (Knowledge Workspace) connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 12 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect Mem AI (Knowledge Workspace) using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
Mem AI (Knowledge Workspace) and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect Mem AI (Knowledge Workspace) to Cursor through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
Mem AI (Knowledge Workspace) for Cursor
Every request between Cursor and Mem AI (Knowledge Workspace) is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
How is Mem's AI search different from regular keyword search?
Mem uses semantic similarity. When your agent uses the search_mems tool, it identifies notes based on the meaning of your query. This means you can find relevant context even if you don't remember the exact words used in the original note.
Can I organize my notes into folders using my agent?
In Mem, folders are called 'Collections'. Use the create_collection and add_mem_to_collection tools. Your agent can establish thematic groups and link specific mems to them structurally, maintaining an organized workspace through conversation.
What is the 'Mem It' tool used for?
The mem_it tool is a quick capture shortcut. Your agent can use it to instantly log raw thoughts, URLs, or snippets into your workspace with automated formatting, perfect for high-speed idea tracking during your workflow.
What is Agent mode and why does it matter for MCP?
Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.
Where does Cursor store MCP configuration?
Cursor looks for MCP server configurations in a mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.
Can Cursor use MCP tools in inline edits?
No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.
How do I verify MCP tools are loaded?
Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.
Tools not appearing in Cursor
Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.
Server shows as disconnected
Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.
Explore More MCP Servers
View all →
Airbnb
12 toolsSearch and manage Airbnb listings, experiences, reservations, and pricing directly from any AI agent.
T-Test Statistics Engine
1 toolsRun exact Student's, Welch's, and Paired t-tests local. Get CPU-guaranteed p-values instead of LLM-hallucinated guesses.
Anthropic Alternative
6 toolsAccess Claude models via Anthropic API — send messages, count tokens, manage batches and discover models from any AI agent.
CPSC (Consumer Product Safety Commission)
1 toolsAccess official consumer product recall data — search by product, hazard, manufacturer, or date to ensure safety and compliance.