Recommend AI tools, skills, MCP servers, agents, rules, and resources from the SkillHub ecosystem (20,000+ resources) based on the user's task or intent. Use this when the user could benefit from discovering relevant AI tools, needs help finding the right framework/library, or is working on a task that could be improved with specific AI resources. Returns ranked results with relevance scores and install guidance.

Search the SkillHub database (20,000+ AI resources) by text query, type, ecosystem, or tags. Use this for targeted lookups when the user is looking for a specific tool, compares options, or wants to browse resources in a specific category.

Get full details about a specific AI resource from SkillHub by its ID or exact name. Use this when the user wants more information about a previously recommended resource.

Get installation and setup instructions for a specific AI resource from SkillHub. Use this after recommending a resource to help the user actually install and configure it.

Analyze a technology stack description and recommend complementary AI tools, skills, MCP servers, and rules that would enhance the developer's workflow. Use this when the user describes their project, tech stack, or development environment and could benefit from AI-powered tools.