skrun-dev has open-sourced a tool that transforms any Agent Skill into a deployable API endpoint. Developers can convert SKILL.md files into callable POST /run endpoints, enabling seamless integration of AI capabilities into applications through simple API calls.

The platform supports multi-model AI providers including Anthropic, OpenAI, Google, Mistral, and Groq with automatic fallback mechanisms. Its stateful architecture allows agents to maintain context across interactions, while supporting both CLI tools and MCP servers for extended functionality beyond basic model inference.

Practical examples range from code review APIs to PDF processing tools, SEO auditors, and data analysts. The tool offers a complete workflow from local development to deployment, with built-in testing capabilities and a YAML configuration system for managing agent behavior and permissions.