Skillful. sh is a directory and discovery platform for the AI agent ecosystem, bringing agents, AI skills, and Model Context Protocol (MCP) servers together in one searchable place. It aggregates and syncs listings from more than 55 directories, registries, and package managers, helping developers explore and compare tools without searching across disconnected sources.

The platform organizes listings by category and provides detailed profiles with source cross-listings, usage and package statistics, and security grades. Its automated security analysis considers code quality, dependency vulnerabilities, maintenance frequency, license compliance, and known CVEs, supporting more informed decisions about tools used in AI applications. Visitors can browse trending and recently added entries, search the catalog, and follow ecosystem statistics and growth.

Skillful. sh describes MCP servers, AI skills, and autonomous agents, offering a unified view of the tools and capabilities used to extend AI models and applications. The site also provides API and documentation links, along with a blog and pricing information