> For the complete documentation index, see [llms.txt](https://robostack-1.gitbook.io/robostack/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://robostack-1.gitbook.io/robostack/agent-integration.md).

# Agent Integration

Built on RCP(Robot Context Protocol) and a flexible adapter layer, RoboStack enables seamless and rapid integration of AI agents into the robotic ecosystem. Agents are granted direct access to real-time robot status, sensor data and control interfaces, empowering them to interact with and operate robotic systems intelligently.

Each cloud robot is equipped with a dedicated MCP server, exposing standardized MCP endpoints. This allows developers to easily connect LLMs or other intelligent agents to control robots, enabling advanced applications in autonomy, decision-making and real-time response.