Goodday

This MCP server provides AI assistants with access to Goodday's project management platform through comprehensive task, project, sprint, and user management capabilities, built by Roney using Python with FastMCP and httpx. The implementation offers both direct API integration and an OpenWebUI tool variant with smart query processing, user-friendly name mapping, and semantic search through vector database integration using n8n workflows with Ollama embeddings and Qdrant storage. It serves teams needing AI-driven project management automation, developers building task management integrations, and organizations requiring programmatic access to sprint analytics, user task assignments, and project status monitoring without manual Goodday console navigation.