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How to install Swagger MCP Bridge 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 Swagger MCP Bridge by running "gemini mcp add swagger-mcp-bridge docker run -i --rm ghcr.io/neo1228/swagger-mcp-bridge-example:0.1.0", then type /mcp to check it.

Built from the published package · server updated 2 months ago

  1. 1

    Run the install command

    In a terminal, run:

    gemini mcp add swagger-mcp-bridge docker run -i --rm ghcr.io/neo1228/swagger-mcp-bridge-example:0.1.0
  2. 2

    Check it

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

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

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Questions

Does Swagger MCP Bridge work in Gemini CLI?

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

Swagger MCP Bridge 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 Swagger MCP Bridge safe?

It scores 48 of 100. Review the code before you install it, and only give it the access it needs. Grades and details.