How to Use the Cognee MCP in Cline

Give Cline a brain for your data by building a searchable knowledge graph.

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Connect Cognee MCP to Cline

Create your Vinkius account to connect Cognee to Cline 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 Cognee with Cline

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Claude

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Cline can now map your data

Use `cognee_add_data` to dump your project notes and docs into the system. Cline triggers this the moment you need to add new context to your workspace. Once the data is in, it's ready for the graph. This keeps your information organized without you having to touch a database.

Cline processes relationships

Trigger `cognee_cognify` so Cline can identify how your files and entities link together. It builds a map of your project's internal logic. This graph structure allows Cline to reason through complex questions. It finds the hidden links that a standard search would miss.

Search the graph with Cline

Call `cognee_search` to ask the graph anything in natural language. Cline uses the result to write code or debug issues based on the insights retrieved. It turns your documents into a tool for your agent. Every answer comes from the relationships you've already defined in the graph.

Setup guide

Set up Cognee MCP in Cline

Prerequisites

VS Code with Cline extension installed
Active Vinkius subscription with a valid endpoint token

1

Open Cline MCP settings

Click the Cline icon in the VS Code sidebar to open the Cline panel. Then click the MCP Servers icon (server stack) at the top-right corner of the panel.
2

Add a remote server

Click "Remote Servers" at the top, then click "Add Remote MCP". In the Name field, type cognee-mcp. In the URL field, paste your Vinkius endpoint: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp. Get your token from cloud.vinkius.com.
3

Enable the server

After saving, the server appears in the Cline MCP panel. Toggle the switch to enable it. The status indicator turns green when the connection is live.
4

Start using tools

Return to the Cline chat and ask: "Check my latest Cognee refund status." Cline will discover the available tools and request your approval before invoking each one — giving you full control over every action.

Cline MCP Settings

{
  "mcpServers": {
    "cognee-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Common questions about Cognee MCP in Cline

It gives Cline a persistent memory of your project's structure. Instead of relying on file contents alone, the agent queries the knowledge graph for high-level relationships.

It excels there. By mapping your docs into a graph, Cognee allows Cline to navigate massive amounts of information without hitting token limits on every single file.

You can. Since the agent can perform its own graph traversal, it solves problems by looking at how data points relate rather than just searching for keywords.

The server extracts entities and builds a searchable structure. Cline then uses this structure to perform tasks with much higher accuracy.

All your ingested documents are protected by Vinkius's zero-trust architecture. We handle the auth tokens, ensuring your private project data never leaves your secure instance.

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