MCP Rubber Duck
Rank #46,230glama/HoziMurayama/Multi-LLM-Debugging-Bridge
An MCP server that bridges multiple LLMs (OpenAI-compatible APIs and CLI coding agents) for collaborative debugging and diverse AI perspectives.
MCP Rubber Duck is a Model Context Protocol (MCP) server published by HoziMurayama. It ranks #46,230 of 137,492 servers tracked on MCP Toplist, and its repository has 6 GitHub stars. MCP Rubber Duck is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jul 22, 2026.
Ranks ahead of 91,262 of 137,492 servers on MCP Toplist.
Use MCP Rubber Duck
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FHoziMurayama%2FMulti-LLM-Debugging-Bridge)<a href="https://mcptoplist.com/server/glama%2FHoziMurayama%2FMulti-LLM-Debugging-Bridge"><img src="https://mcptoplist.com/badge/glama%2FHoziMurayama%2FMulti-LLM-Debugging-Bridge.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
HoziMurayama
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains MCP Rubber Duck?
- MCP Rubber Duck is maintained by HoziMurayama, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP Rubber Duck listed on the Official MCP Registry?
- MCP Rubber Duck is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP Rubber Duck have?
- MCP Rubber Duck ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP Rubber Duck?
- The source code for MCP Rubber Duck is hosted at github.com/HoziMurayama/Multi-LLM-Debugging-Bridge.
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