Dify is an ai builder like n8n – no-code, open-source platform. Simple design and has every feature you need for small-medium projects. Connect to the model via API, or embed into your website, or add as google chrome extenstion.  Tens of templates that cover most of the tasks.  Large choice of MCPs/tool, like speech-to-text, weather checking, stock updates...  Connect any MCP: perfect for testing your code, like [jira-mcp.koveh.com](jira-mcp.koveh.com) and integrating such feature on website.