LLM Observability & Orchestration Agent vs Authenticated MCP Agent

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. Ideal for traced/observable LangChain pipelines, evaluating prompts, monitoring chain quality.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. Unauthenticated calls are rejected. Ideal for protocol-layer auth + LLM over MCP, JWT-gated tool servers, secure agent gateways.

Models

MCP Servers

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