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Glossary

MCP (Model Context Protocol)

An open protocol for connecting LLMs to external data sources and tools through a standard interface.

  1. Glossary
  2. MCP (Model Context Protocol)

Definition

An open protocol for connecting LLMs to external data sources and tools through a standard interface.

In practice

Anthropic introduced MCP to standardize how an agent 'plugs into' a CRM, a calendar, a knowledge base, etc. Rather than re-implementing tool integrations for every agent framework, you build an MCP server once and any MCP-compatible agent can use it. Adoption is growing across Claude Desktop, IDEs, and increasingly third-party agent platforms.

Related terms

  • Human-in-the-loop (HITL)An agent design where a human approves or corrects an action before it ships.
  • GuardrailsHard rules that constrain what an agent can say, do, or output — independent of the model's judgment.
  • EvalsA test suite for agent behavior — fixed inputs run against the agent and graded for correctness.
  • HallucinationWhen a model produces confident-sounding output that's factually wrong or invented.
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