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Multi-LLM-Debugging-Bridge MCP Server

HoziMurayama/Multi-LLM-Debugging-Bridge

Score: 36.5 Rank #15728 MCP Server
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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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Overview

HoziMurayama/Multi-LLM-Debugging-Bridge is a TypeScript MCP server licensed under MIT. 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.

Ranked #15728 out of 24850 indexed tools.

Ecosystem

TypeScript MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 6

6 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Freshness high impact

Last commit was 65 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for HoziMurayama/Multi-LLM-Debugging-Bridge
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