MCP-based skills discovery, client tools, and open evaluation infrastructure
Open source tools for building with MCP servers, agent skills, and whatever comes next. Built on the belief that human creativity and expertise belongs at inference time.
MCP server for skill discovery, distribution, and auto-updating. Makes skills findable and usable across tools and platforms.
For more examples of these types of patterns, please visit the Skills Over MCP Interest Group repository.
Modular and highly customizable host application using MCP Apps as UI building blocks. Built around creatively combining servers, skills, and pluggable agents with the host as lightweight plumbing.
Transparent and reproducible evaluations for interactive content creators. Testing as a first-class part of creating and distributing agent skills.