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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

Reaches
openai
Credential
○ none found

What it connects to

Wraps

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

Stars
180
State
listed
Licence
MIT
From the repository

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

mcp-rubber-duck compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
mcp-rubber-duck (this page)openaiNone listed1802026-10-21MIT
paperbananaatlascloud, google, openai(1 shared)ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY2,4122026-09-17MIT
ms-365-mcp-serverms365, openai(1 shared)MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY1,0682026-10-23MIT
just-promptanthropic, deepseek, gemini, groq, openai(1 shared)ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY7392025-08-10—
flamaanthropic, openai(1 shared)None listed3042026-10-13Apache-2.0
mcp-ragdocsopenai, qdrant(1 shared)OPENAI_API_KEY, QDRANT_API_KEY2652025-07-18MIT

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.

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