# RegistryAPIs.com > Discover APIs for packages, containers, models, artifacts, MCP servers and software registries. ## Machine-readable resources - ARD manifest: https://registryapis.com/.well-known/ard.json - Structured catalog: https://registryapis.com/api/catalog.json ## Representative tasks - Find APIs for package and artifact registries - Find container registry APIs - Find model registry and machine-learning artifact APIs - Find registry APIs for MCP servers and developer resources ## Curated API index - Amazon ECR API — AWS: AWS API for container repositories, images, lifecycle settings and registry operations. - Docker Hub API — Docker: API interfaces for repositories, tags and container-registry resources on Docker Hub. - GitHub Packages REST API — GitHub: REST APIs for managing packages and package versions in GitHub Packages. - GitLab Container Registry API — GitLab: REST API for container registry repositories and tags within GitLab projects. - Hugging Face Hub API — Hugging Face: APIs and client interfaces for models, datasets and Spaces hosted on the Hugging Face Hub. - MLflow Model Registry API — MLflow: REST API for registered models, model versions and model-registry metadata. - npm Registry API — npm: Public registry API for package metadata, versions and search. - Official MCP Registry API — Model Context Protocol: Official API for discovering, publishing and managing MCP server entries. Source: Official provider documentation; curated 2026-09-17. Semantic domain: registryapis.com