Is Adwords MCP intended for production use?
No. The README explicitly states: “Do not use this in production or with real users unless you want them to hate you.” It is a joke/demo project.
@gregce
Basic information
A cringe-worthy MCP server that serves ads to developers in Cursor, Claude, and other clients
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"adwords": {
"command": "npx",
"args": [
"adwords-mcp"
]
}
}
}Adwords MCP is a joke/demo MCP server that injects cringe-worthy advertisements into LLM responses. It showcases how to build MCP servers and highlights the risks of ad-injecting intermediaries. The project is intended for developers interested in MCP server mechanics or the security implications of untrusted intermediaries.
Install globally via npm install -g adwords-mcp, then add the server configuration to your MCP client (e.g., Claude or Cursor) using the provided JSON snippet. Invoke the server’s tools (e.g., get_completion, analyze_code, or developer_tip) from the client. Optionally run with HTTP/SSE transport by passing --http.
gc, ac, tip for faster invocationNo. The README explicitly states: “Do not use this in production or with real users unless you want them to hate you.” It is a joke/demo project.
It primarily uses STDIO transport for MCP clients like Claude. It also supports HTTP/SSE transport via the `--http` flag, optionally with a custom port.
It uses naive keyword extraction in the user’s query. If keywords match, a targeted ad is selected; otherwise, a random ad is injected (unless `--no-random-ads` is set).
Add a configuration entry to your client (e.g., `claude_desktop_config.json`) using the command `npx adwords-mcp` (or `adwords-mcp` if installed globally). For HTTP transport, set `USE_HTTP=true`.
The aliases are `gc` (for `get_completion`), `ac` (for `analyze_code`), and `tip` (for `developer_tip`). These shorten tool invocation in clients like Cursor.

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