Model Serving Auth — AI skill for Claude Code
Model Serving auth — system auth vs OBO (App → Supervisor → Serving → Vector Search).
How to install Model Serving Auth
Installs to ~/.claude/skills/databricks-solutions-agents-with-mcp-on-databricks-apps-model-serving-auth/SKILL.md
mkdir -p ~/.claude/skills/databricks-solutions-agents-with-mcp-on-databricks-apps-model-serving-auth && curl -fsSL https://raw.githubusercontent.com/databricks-solutions/agents-with-mcp-on-databricks-apps/HEAD/.claude/skills/model-serving-auth.md -o ~/.claude/skills/databricks-solutions-agents-with-mcp-on-databricks-apps-model-serving-auth/SKILL.md Restart Claude Code, or start a new session, for it to be picked up.
What Model Serving Auth does
Model Serving auth — system auth vs OBO (App → Supervisor → Serving → Vector Search)
How a served agent/retriever authenticates to downstream Databricks resources (Vector Search, UC functions, LLM/embedding endpoints). Consult when deploying any custom Model Serving endpoint that calls protected resources — e.g. the Stage-11.2 VS retriever agents. Full analysis: `research/authentication-design-for-model-serving.md`.
The decision: system auth (Option 2) vs end-to-end OBO (Option 1)
The ch
Alternatives in AI
- Xerj — Local-first search engine and MCP server for AI agents 12.5k ★
- Inference Serving — ai-research-skills vLLM, SGLang, TensorRT-LLM, llama.cpp 5.4k ★
- Nocturne Memory — A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents 1.3k ★
Full documentation available on GitHub
View Source RepositoryRelated Skills
Cfetch
Local-first AI agent memory and context engine for Claude Code, Codex, Gemini and MCP: cited Markdown recall,
Deepseek Supervisor
"You should know" for Claude Code on third-party models such as DeepSeek: a side pass reviews the work every f
Review Production ML
Pre-deployment and in-production ML review — training/serving skew, drift, delayed labels, versioning of model
Claude Code Experience Kit
Harness-level customizations for Claude Code: give the agent live sight of its own context fill, quota window,
AideAgent
The open-source Agent alternative — 34 tools, local RAG (FTS5+vector+RRF), Prompt Caching, MCP/LSP/Skill/Hook,
Vexor
Vector-powered CLI for semantic file search with a Claude/Codex skill
Related Agents
Backend Risk Reviewer
Focused reviewer for backend, auth, API, chat, ingestion, and vector-search changes in this repository. Use wh
Info Architect
The Information Architect owns the app's information architecture: taxonomy, top-level navigation model (tabs
Mle Reviewer
Production machine-learning engineering reviewer for data contracts, feature pipelines, training reproducibili