Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"io-github-nesquikm-rubber-duck": {
"args": [
"-y",
"directly"
],
"command": "npx"
}
}
}Are you the author?
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An MCP (Model Context Protocol) server that acts as a bridge to query multiple LLMs -- both OpenAI-compatible HTTP APIs and CLI coding agents. Just like rubber duck debugging, explain your problems to various AI "ducks" and get different perspectives!
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y 'directly' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Five weighted categories — click any category to see the underlying evidence.
No known CVEs.
Checked directly against OSV.dev.
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An MCP (Model Context Protocol) server that acts as a bridge to query multiple LLMs -- both OpenAI-compatible HTTP APIs and CLI coding agents. Just like rubber duck debugging, explain your problems to various AI "ducks" and get different perspectives!
Why direct provider integration? MCP's
samplingprimitive -- a server borrowing the host's model -- was deprecated in the 2026-07-28 spec RC in favor of servers integrating directly with LLM provider APIs. Rubber Duck has always worked this way (it brings its own ducks), so it's aligned with where the protocol is heading -- no migration required.
outputSchema on tools returning structured JSON for client-side validation (Cursor, VS Code/Copilot)2026-07-28 spec recommends now that server-side sampling is deprecated (SEP-2577)Any provider with an OpenAI-compatible API endpoint, including:
Command-line coding agents that run as local processes:
claude) -- Codex (codex) -- Gemini CLI (gemini) -- Grok CLI (grok) -- **Aide