How to Use the Mem AI (Knowledge Workspace) MCP in VS Code Copilot

Q: How do I set up Mem AI (Knowledge Workspace) for my team in VS Code Copilot?

Add the server to your .vscode/mcp.json file and commit it. Every developer on your team will then have the same tools available.

Standardize team knowledge by connecting Mem AI (Knowledge Workspace) to VS Code Copilot.

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Connect Mem AI (Knowledge Workspace) MCP to VS Code Copilot

Create your Vinkius account to connect Mem AI (Knowledge Workspace) to VS Code Copilot 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 VS Code Copilot

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Shared knowledge via Mem AI MCP Server

Commit your configuration to the repository so every team member uses the same tools. Everyone gets instant access to `search_mems` for consistent project context. When someone learns a new fix, `create_mem` logs it for the whole team. No more siloed information in private chats.

Structured team documentation

Use `create_collection` to define standard project structures for your team. It forces a clean organization that everyone understands. Use `add_mem_to_collection` to keep shared docs grouped by feature or service. It makes onboarding new developers much faster.

Maintain documentation as a team

Keep your shared specs fresh by using `update_mem` when project requirements change. Always use `get_mem` to verify the content before making edits. Remove outdated guides using `delete_mem` to keep the team focused on current info. It prevents confusion caused by stale documentation.

Setup guide

Set up Mem AI (Knowledge Workspace) MCP in VS Code Copilot

Prerequisites

VS Code 1.99 or later with GitHub Copilot extension
Active Vinkius subscription with a valid endpoint token

1

Open MCP configuration

Open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and run "MCP: Add Server". Select HTTP (Streamable) as the server type. VS Code will create .vscode/mcp.json in your workspace.
2

Add the Mem AI (Knowledge Workspace) MCP

Paste the JSON snippet shown on the right into your .vscode/mcp.json. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Switch to Agent mode

Open Copilot Chat (Cmd+Shift+I / Ctrl+Shift+I) and switch to Agent mode using the dropdown. MCP tools are only available in Agent mode — they do not appear in Edit or Ask modes.
4

Verify the connection

In the Copilot Chat input, type # to list available tools. You should see the Mem AI (Knowledge Workspace) tools listed. Try asking: "List my recent Mem AI (Knowledge Workspace) transactions" and Copilot will invoke them automatically.

.vscode/mcp.json

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

Get your connection token →

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Common questions about Mem AI (Knowledge Workspace) MCP in VS Code Copilot

Add the server to your `.vscode/mcp.json` file and commit it. Every developer on your team will then have the same tools available.

Yes, the agent can use the search tool to find answers across all your notes. It brings the right info right into your chat window.

By using the collection tools, your team can maintain a shared library of notes. It helps keep the project knowledge base organized for everyone.

All communications are encrypted and isolated. Your notes are only accessed by your agent, keeping your intellectual property protected.

It stores your text-based notes and metadata. All content is stored in your private workspace and remains under your control at all times.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

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