"author:villadalmine" matching MCP servers:

Enables AI coding assistants to search official Kubernetes documentation, retrieve verified canonical YAML manifests, and deterministically check API versions, deprecations, and removals directly from upstream Kubernetes sources.

Enables external AI agents to query and retrieve context from locally ingested technical books through native function-calling tools, with hybrid search, reranking, and optional GraphRAG traversal.