Unifying the Multi-Model Workflow: helix-agents Consolidates Ollama, Codex, and OpenAI Under One MCP Server

Claude Code users have long faced a dilemma: different AI models excel at different tasks, yet managing multiple separate MCP servers for each provider creates friction and context switching overhead. helix-agents solves this by providing a single, unified runtime that intelligently routes work across Ollama for local reasoning, Codex for repo-heavy implementation, and OpenAI-compatible APIs, enabling seamless task delegation based on each model's strengths rather than forcing arbitrary constraints.