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Multi LLM Debugging Bridge

by · github.com/HoziMurayama/Multi-LLM-Debugging-Bridge

An MCP server that connects multiple OpenAI-compatible LLMs with shared tool access. Inspired by rubber duck debugging, it lets users discuss problems with different AI models, gather diverse insights, perform research, and compare responses to improve troubleshooting and decision-making.

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InstallView source
34Low

Scored a month ago · breakdown

About Multi LLM Debugging Bridge

Multi LLM Debugging Bridge is an MCP server published by HoziMurayama in the Search category: an MCP server that connects multiple OpenAI-compatible LLMs with shared tool access. Inspired by rubber duck debugging, it lets users discuss problems with different AI models, gather diverse insights, perform research, and compare responses to improve troubleshooting and decision-making.

The repository has 6 stars and 0 forks, with the last commit 3 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/HoziMurayama/Multi-LLM-Debugging-Bridge

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (15)

approve_mcp_requestApprove or deny a duck's MCP tool request

Parameters not published.

ask_duckAsk a single question to a specific LLM provider

Parameters not published.

chat_with_duckConversation with context maintained across messages

Parameters not published.

clear_conversationsClear all conversation history

Parameters not published.

compare_ducksAsk the same question to multiple providers simultaneously

Parameters not published.

duck_councilGet responses from all configured ducks

Parameters not published.

duck_debateStructured multi-round debate between ducks

Parameters not published.

duck_iterateIteratively refine a response between two ducks

Parameters not published.

duck_judgeHave one duck evaluate and rank others' responses

Parameters not published.

duck_voteMulti-duck voting with reasoning and confidence

Parameters not published.

Show all 15 tools
get_pending_approvalsPending MCP tool approval requests

Parameters not published.

get_usage_statsUsage statistics and estimated costs

Parameters not published.

list_ducksList configured providers and health status

Parameters not published.

list_modelsList available models for providers

Parameters not published.

mcp_statusMCP Bridge status and connected servers

Parameters not published.

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Questions

About Multi LLM Debugging Bridge

How do I install Multi LLM Debugging Bridge?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Multi LLM Debugging Bridge safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Multi LLM Debugging Bridge still maintained?

Yes — the last commit was 3 months ago. The repository has 6 stars and 0 forks.