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How to install Embarsy Qdrant MCP in Gemini CLI

Gemini CLI was replaced by Antigravity CLI in June 2026. On an enterprise licence or paid API key you can still install Embarsy Qdrant MCP by running "gemini mcp add embarsy-qdrant-mcp npx -y embarsy-qdrant-mcp", then type /mcp to check it.

Built from the published package · server updated 6 days ago

  1. 1

    Run the install command

    In a terminal, run:

    gemini mcp add embarsy-qdrant-mcp npx -y embarsy-qdrant-mcp
  2. 2

    Check it

    Inside Gemini CLI, type /mcp to list servers and tools.

MCP servers run with your permissions. If Embarsy Qdrant MCP needs an API key, add it under env in the config. Check its README.

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Questions

Does Embarsy Qdrant MCP work in Gemini CLI?

Yes. Gemini CLI supports local and remote mcp servers, extensions (legacy), and Embarsy Qdrant MCP installs with the steps above.

Embarsy Qdrant MCP does not show up in Gemini CLI. What now?

Restart Gemini CLI fully, check the JSON is valid, and make sure Node.js (for npx) is installed. See common MCP errors and fixes.

Is Embarsy Qdrant MCP safe?

It scores 58 of 100. Review the code before you install it, and only give it the access it needs. Grades and details.