Weekend fun experiment: What if AI agents could see icon libraries the way humans do? Iconic is an MCP service that helps agents like Anthropic Claude find icons by intent. How?
Weekend fun experiment: What if AI agents could see icon libraries the way humans do? Iconic is an MCP service that helps agents like Anthropic Claude find icons by intent. How?
I ingested ~20,000 icons across permissively licensed icon sets, then ran every set through a local LLM (qwen2.5-coder) to extract semantic metadata (keywords, categories, use cases, visual description), then exposed the catalog via MCP for agentic contextual search.
It empowers agents to search for intents like: "Suggest me icons for a live music event", "Show me thin-line options for a settings page", "Find icons similar to this one" ..And so on.
Up next: Started playing with a RAG scaffolding to generate brand new icons in the style of existing icon libraries. We'll see where we get from here 😄