Reliable LLM tool calls with MCP: gateway, timeouts and circuit breakers [video](app.vidyaarthi.ai)

app.vidyaarthi.ai

Reliable LLM tool calls with MCP: gateway, timeouts and circuit breakers [video]

https://app.vidyaarthi.ai/ai-tutor?session_id=9VPpHjjhSyacfHJPRnvtv&action=replay&shared=true

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A developer‑focused guide on implementing the Model Context Protocol (MCP) as a cloud‑hosted tooling layer for LLM apps. Grounded in a working implementation we built and deployed; includes tuning notes, metrics, and pitfalls.

- Why MCP vs. bespoke adapters - Architecture (gateway + small Python services) - Runtime loop (pause/execute/resume) - Budgets, timeouts, retries, circuit breakers - Security/governance (least privilege, audit) - Observability (latency/error metrics) - Examples (RAG chat, CRM triage, doc indexing) - Migration tips