https://lesitedefrancois.be/en/tags/integration/Recent content in Integration on Le Site de FrançoisHugo -- gohugo.ioen© 2026 Françoishttps://lesitedefrancois.be/en/ai/mcp/Mon, 01 Jan 0001 00:00:00 +0000https://lesitedefrancois.be/en/ai/mcp/<p><strong>MCP (Model Context Protocol)</strong> is an open standard for how <strong>LLM applications</strong> discover and invoke <strong>tools</strong>, read structured <strong>resources</strong>, and exchange <strong>prompts</strong> with external systems through MCP <strong>servers</strong> and <strong>clients</strong>. The objective is interchangeable integrations: instead of every chat product implementing bespoke plugins for Git, databases, or ticketing, a tool provider ships an MCP server and any compatible client (IDE, assistant, agent runtime) can use it with consistent auth and capability negotiation. MCP complements HTTP <strong>inference</strong> APIs—it sits at the orchestration layer where the model decides which tool to call, not inside <strong>vLLM</strong>’s token loop. It is widely associated with <strong>agentic</strong> workflows (multi-step plans, code execution, retrieval).</p>