How to Use the Mem AI (Knowledge Workspace) MCP in Cursor

Inject your Mem AI (Knowledge Workspace) context directly into your codebase with Cursor.

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Connect Mem AI (Knowledge Workspace) MCP to Cursor

Create your Vinkius account to connect Mem AI (Knowledge Workspace) to Cursor and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Mem AI (Knowledge Workspace) with Cursor

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Context-aware coding with Mem AI MCP Server

Use `search_mems` to pull technical documentation or setup guides directly into your editor. Stop guessing how a library works when your own notes have the answer. When you write new logic, `create_mem` captures your design decisions immediately. You build your documentation as you build your features.

Manage project docs inside Cursor

Group your project-specific notes using `create_collection` to keep your workspace clean. It prevents the usual clutter that builds up during a long sprint. Use `add_mem_to_collection` to attach new snippets to existing topics. Everything stays organized where you can actually find it.

Automate note updates while coding

Keep your specs current by using `update_mem` to modify existing notes. Always call `get_mem` first to avoid overwriting critical information. Clean up your workspace by using `delete_mem` to remove deprecated documentation. You maintain a lean knowledge base without leaving your IDE.

Setup guide

Set up Mem AI (Knowledge Workspace) MCP in Cursor

Prerequisites

Cursor installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the Mem AI (Knowledge Workspace) MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent Mem AI (Knowledge Workspace) transactions." If the MCP tools are loaded correctly, Cursor will call the Mem AI (Knowledge Workspace) tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

{
  "mcpServers": {
    "mem-ai-knowledge-workspace-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Mem.ai. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

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Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

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Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

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place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Mem AI (Knowledge Workspace) MCP in Cursor

You define the server in your project or global config file. Once active, Cursor allows your agent to call tools to read or write notes.

The search tool allows you to query your entire knowledge base. You get the exact info you need without switching out of your code.

It works well for keeping technical specs accessible. By syncing your notes, your team stays on the same page while working in the same editor.

Your data is handled securely through the standard protocol. No third parties have access to your private notes or repository information.

Running the delete tool removes the document from your workspace permanently. There is no recovery, so ensure you really want it gone before triggering the command.

Use it with your favorite AI tools

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