mcp-rubber-duck
mcp-rubber-duck is an MCP server, listed under model apis. It reaches openai. Its repository has 180 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!
Install
Read from mcp-rubber-duck’s own README, close to verbatim -- not written by us, and not guessed.
npm install -g mcp-rubber-duck
What it reaches, and what it needs
What it connects to
Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!
mcp-rubber-duck compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| mcp-rubber-duck (this page) | openai | None listed | 180 | 2026-10-21 | MIT |
| paperbanana | atlascloud, google, openai(1 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| ms-365-mcp-server | ms365, openai(1 shared) | MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY | 1,068 | 2026-10-23 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| flama | anthropic, openai(1 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| mcp-ragdocs | openai, qdrant(1 shared) | OPENAI_API_KEY, QDRANT_API_KEY | 265 | 2025-07-18 | MIT |
Ranked by services in common with mcp-rubber-duck, then by stars. Figures are from each repository when we last read it.
Common questions about mcp-rubber-duck
- What does mcp-rubber-duck do?
- An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actually research and get different perspectives!
- How do I install mcp-rubber-duck?
- Its own README gives this command: npm install -g mcp-rubber-duck. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does mcp-rubber-duck connect to, and what does it need?
- It reaches openai.
- Is mcp-rubber-duck official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 180 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
- What licence does mcp-rubber-duck use?
- The repository declares the MIT licence.
More MCP servers for model apis
- wigolo5,498 stars
- KiCAD-MCP-Server2,905 stars
- modelcontextprotocol2,589 stars
- paperbanana2,412 stars
- gemini-mcp-tool2,294 stars
- telegram-mcp1,879 stars