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About docs.netapp.com

Learn about the docs.netapp.com MCP server

Contributors netapp-aoife

The docs.netapp.com Model Context Protocol (MCP) server provides a standardized, agent-ready integration layer in front of existing NetApp documentation and Retrieval-Augmented Generation (RAG) services. It allows AI agents to interact with enterprise technical knowledge using natural language without requiring direct REST API integration or custom pipeline development.

Use cases

By providing structured access to NetApp documentation, the docs.netapp.com MCP server enables AI agents to:

  • Discover relevant documentation.

  • Retrieve complete document content.

  • Generate answers based on documentation (RAG-based answer generation).

  • Produce verifiable responses.

You can use the docs.netapp.com MCP server to:

  • Enhance agentic development environments with NetApp content.

  • Support engineering and support workflows that need trusted documentation.

  • Reduce the need to build and maintain custom search, retrieval, or RAG integrations.

  • Provide answers that are derived from official NetApp documentation.

How the docs.netapp.com MCP server works

The MCP server acts as an interface to official NetApp documentation and returns answers derived from content published on docs.netapp.com.

  1. The AI agent sends a request to the MCP server.

  2. The MCP server retrieves relevant documentation.

  3. The system returns a structured response.

Requirements

  • A subscription key is required to access the MCP server. To request a key, contact ng-docs-mcp@netapp.com with a brief description of your use case.

  • Supported clients include MCP-compliant environments such as Visual Studio Code with GitHub Copilot, Claude Desktop, Cursor, and Python-based agent frameworks.

  • You must follow the applicable NetApp documentation terms of use and access governance policies.

Limitations

  • The MCP server queries content published to docs.netapp.com. It does not access private tenant data or internal user profile information.

  • Content is limited to content published to docs.netapp.com and does not replace product telemetry, cluster state, or other environment-specific data sources.

  • Response quality can be impacted by how the client agent uses the available tools and follows up on search results.

  • The service is deployed statelessly on scalable cloud infrastructure, so latency and freshness depend on the downstream documentation and RAG services.

What's next?

Get started with the docs.netapp.com MCP server