- Add Gemini embedding provider alongside OpenAI and Ollama - Improve agent registration form with API key display and MCP config - Polish dashboard, login page, and overall UI styling - Update CLAUDE.md with embedding environment variables - Add console command infrastructure Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>