Drop-in Claude Code plugin that auto-dispatches tasks across 48+ cataloged models from 6 MCP providers. Opus plans & synthesizes. Claude-native Sonnet/Haiku, MCP providers, and Codex verification run in parallel — silently.
Every task flows through a four-stage pipeline without you lifting a finger.
Parses your request, decomposes into subtasks, selects the optimal executor per task signal — silently.
Sonnet, Haiku, Ollama, NVIDIA, Copilot, Gemini, and opencode run independent subtasks simultaneously in one message.
Every non-trivial diff goes through Codex review. Issues are routed back to Sonnet/Haiku for fixes before finishing.
Collects results, resolves conflicts, reports the final outcome — including which route each subtask took.
Six design principles that make this plugin actually useful.
Two commands and it’s live in any project. The plugin manifest auto-loads all 7 MCP servers. No per-project config files needed.
Opus reads the task signal and picks the right model automatically. It reports the route in one line — then runs. No prompting, ever.
Independent subtasks are dispatched in a single message. Multi-file edits, parallel searches, and cross-provider comparisons run concurrently.
Codex reviews every non-trivial diff before the task is marked complete. If it flags issues, they’re fixed and re-reviewed automatically.
48+ cataloged models across Ollama cloud, NVIDIA NIM, NVIDIA Security, GitHub Copilot, Google Gemini, and opencode — plus Claude-native executors and Codex verification.
Optional env vars for each provider — nothing is required. Every provider is optional; the plugin degrades gracefully if a key is absent.
The 48+ models span 6 optional MCP catalogs. Claude-native executors and Codex verification are built into the orchestration flow.
You state the goal. Opus reports the route in one line and runs — no prompting.
| Task signal | Routed to |
|---|---|
| Bulk read / grep / rename / format | Haiku |
| Multi-file refactor, debugging, tests | Sonnet |
| Deep chain-of-thought reasoning | kimi-k2-thinking:cloud nemotron-ultra |
| Agentic coding / repo-level edits | qwen3-coder glm-5.1:cloud |
| Coding second opinion / alt-frontier | gemma4:31b-cloud nemotron-ultra |
| Long-context / agentic / vision | kimi-k2.5:cloud gemini-3-pro |
| Multimodal / vision tasks | gemma4 (NIM) Gemini auto |
| Security audit / CVE / OWASP / injection | NVIDIA Security |
| Stuck / failing tests / pre-merge verify | Codex |
| Free-tier bulk / repeat calls | opencode CLI |
| 2+ independent subtasks | Parallel dispatch |
All commands are prefixed with /multi-model: inside Claude Code.
--model to pick a specific model from the 15-model catalog.
qwen3-coder — best-in-class agentic coding.
Works in any project. No global config changes, no per-project boilerplate.
# Add the plugin from the GitHub marketplace (recommended) claude plugin marketplace add ranjankumarpatel/claude-code-multi-model claude plugin install multi-model@claude-code-multi-model # Restart Claude Code — plugin auto-loads 7 MCP servers # Verify installation: claude mcp list # expected: plugin:multi-model:{ollama,nvidia-nim,nvidia-security,copilot,codex,opencode,gemini} # To update after plugin changes: claude plugin marketplace update claude-code-multi-model
# Clone for local development / hacking on the plugin itself git clone https://github.com/ranjankumarpatel/claude-code-multi-model.git claude plugin marketplace add /absolute/path/to/claude-code-multi-model claude plugin install multi-model@claude-code-multi-model # Install plugin dependencies cd plugins/multi-model npm install
# Add to your shell profile (~/.bashrc, ~/.zshrc, etc.) # All optional — omit what you don't need # NVIDIA NIM + Security (build.nvidia.com) export NVIDIA_API_KEY="nvapi-..." # Ollama cloud (default: http://localhost:11434) export OLLAMA_HOST="http://localhost:11434" # GitHub Copilot CLI (PAT with Copilot Requests scope) export GH_TOKEN="ghp_..." # Google Gemini CLI (or run 'gemini' once for OAuth) export GEMINI_API_KEY="AIza..." # Install optional CLIs: npm install -g @openai/codex # Codex verification gate npm install -g opencode-ai # opencode free-tier npm install -g @github/copilot # GitHub Copilot CLI npm install -g @google/gemini-cli # Google Gemini CLI
# In Claude Code — auto-routed end-to-end /multi-model:delegate add rate limiting to /api/upload, cover with tests, scan for injection # Opus reports one-line route then runs: # Routing: read routes → Haiku | write middleware+tests → Sonnet (parallel) # security scan → NVIDIA Security | verify diff → Codex | synthesize → Opus