`LLM-bridge-mcp-server` is a local-first MCP server that lets Codex, Claude Desktop, and other MCP-compatible hosts use GLM-5 as a knowledge consultant, reasoning specialist, UI auditor, repository inspector, and approval-gated development assistant.