The MCP Rubber Duck server is an MCP server that facilitates querying multiple LLMs, including OpenAI-compatible APIs and CLI coding agents, to provide diverse perspectives on problems. It enables users to manage conversations and gather insights from various AI models simultaneously.
From the registry: Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more

Please install the `rubber-duck` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Node.js** — Node.js 20+ required. (https://nodejs.org)
- **LLM Provider API Key** — At least one API key for an HTTP provider (OpenAI, Gemini, Groq, etc.) OR a CLI coding agent installed locally. (https://github.com/nesquikm/mcp-rubber-duck/blob/main/docs/configuration.md)
Canonical MCP server config (stdio transport):
- command: `npx`
- args: ["mcp-rubber-duck"]
- optional environment variables:
- `OPENAI_API_KEY`: OpenAI API key for GPT models. (example: `sk-...`)
- `GEMINI_API_KEY`: Google Gemini API key. (example: `<your-gemini-key>`)
- `GROQ_API_KEY`: Groq API key. (example: `<your-groq-key>`)
- `DEFAULT_PROVIDER`: Default LLM provider (e.g., openai). (example: `openai`)
- `MCP_SERVER`: Set to true for MCP server mode. (example: `true`)
Note: Multi-LLM bridge for rubber duck debugging. Supports OpenAI-compatible APIs and CLI agents (Claude Code, Codex, Gemini CLI). Features: compare ducks, vote, debate, LLM-as-judge, MCP bridge. At least one API key or CLI agent required.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.OPENAI_API_KEYrequiredOpenAI API keyGEMINI_API_KEYrequiredGoogle Gemini API keyGROQ_API_KEYrequiredGroq API keyAI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
MCP Toolbox for Databases enables your agent to connect to your database.
MCP Toolbox for Databases enables your agent to connect to your database.