compare-mcp

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Multi-model code review with ranked todos and subagent dispatch, inside Claude Code CLI.

Claude Code is great at code review — but it only talks to one model. Copilot CLI recently shipped multi-model debug, letting you bounce a problem off GPT, Claude, and Gemini in one shot. Claude Code can't do that natively. This MCP server adds it: bring your own API keys, fan out to any combination of models, and get back a diffed, ranked list of what they each found.

Fan out any bug or task to multiple LLMs simultaneously, diff their unique insights, optionally run a debate round where models critique each other, then dispatch parallel subagents to implement the combined best fixes — each with its own git commit.

https://github.com/user-attachments/assets/8990dabb-bc61-4625-8930-c914cffe75da

> /compare models → /compare review config.py for security issues → /compare --debate → /compare status

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pip install compare-mcp
claude mcp add -s user compare-mcp -- python -m compare_mcp

Then grab the /compare skill and example config:

git clone https://github.com/carolinacherry/compare-mcp.git --depth 1
mkdir -p ~/.claude/skills ~/