This article unfolds progressively along the line of "background/problem introduction → core concepts → mainstream framework research → implementation approach → hands-on code → verification testing → summary", in seven parts.
In one sentence: MCP (Model Context Protocol) is an open standard open-sourced by Anthropic at the end of 2024 and now governed by the Agentic AI Foundation under the Linux Foundation. It uses a unified JSON-RPC protocol to decouple "tools/resources/prompts" from every AI application and turn them into pluggable Servers, thereby reducing the integration cost of "AI application × external capability" from M×N to M+N.
Updated: 2026-10-05
Applicable module:agentforge-agent-core(cloud.changlu.agentforge.agent.tool.http)
Dependent contracts:agentforge-model-api/agentforge-model-core
Maintainer: changlu
Updated: 2026-10-05
Applicable module:agentforge-agent-core(cloud.changlu.agentforge.agent.tool.local)
Dependent contracts:agentforge-model-api/agentforge-model-core
Maintainer: changlu
Applicable version: release_1.x
Applicable modules:agentforge-model-api(cloud.changlu.agentforge.model.tool) +agentforge-model-core
Package prefix:cloud.changlu.agentforge.model.tool
Maintainer: Changlu