{"id":"stacklok-toolhive-catalog","name":"toolhive-catalog","af_score":37.2,"security_score":41.8,"reliability_score":15.0,"what_it_does":"toolhive-catalog is a registry/catalog repository for listing Model Context Protocol (MCP) servers and reusable skills/workflows. It defines a directory structure and JSON/YAML schemas (e.g., server.json and SKILL.md) for contributors to add container-based (Docker/OCI) or remote (HTTP/HTTPS) MCP server endpoints and skill definitions.","best_when":"You want to standardize how MCP servers and skills are described so an orchestrator (ToolHive) can integrate them consistently.","avoid_when":"You need a direct REST/GraphQL/SDK interface from this repo to call tools; you should use the MCP servers/skills that it references instead.","last_evaluated":"2026-03-30T15:34:57.728146+00:00","has_mcp":false,"has_api":false,"auth_methods":["Registry entry publishing (via Git workflows implied, not specified as an API auth mechanism)","MCP server authentication is described only as an example in server.json environmentVariables (e.g., API_KEY isRequired/isSecret) but no concrete auth flow is provided here"],"has_free_tier":false,"known_gotchas":["This is a registry/catalog; there is no described programmatic runtime interface for agents to call.","Downstream MCP server behavior is not controlled by this catalog; errors/retries/idempotency depend on each referenced MCP server implementation.","Transport and permissions guidance is provided, but the repo does not itself enforce these beyond validation/build steps."],"error_quality":0.0}