For AI agents: a documentation index is available at https://www.mongodb.com/docs/llms.txt — markdown versions of all pages are available by appending .md to any URL path.
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Agent Engine SDK

Framework-neutral protocols, models, and interfaces shared by Atlas Agent Engine SDK integrations. The package has no dependency on the platform runtime and can be used to define agent, execution, message, tool, and LLM contracts in an independent application.

This is an internal core package; agents don't install it directly. Install a framework SDK (agent-engine-sdk-langgraph or agent-engine-sdk-adk), which depends on it.

pip install agent-engine-sdk
uv sync --extra dev
uv run pytest

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