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OneContext

Official
unknown

Provides retrieval-augmented generation (RAG) pipelines designed for enterprise-scale deployment. Enables building and shipping AI applications that can handle millions of users with document search and context retrieval capabilities.

Ship enterprise-grade RAG pipelines to millions of users.

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What it does

  • Deploy RAG pipelines at enterprise scale
  • Process and index large document collections
  • Retrieve contextual information for AI responses
  • Handle high-volume user queries
  • Integrate with existing enterprise systems

Best for

Enterprise AI applications with large user basesCustomer support systems with knowledge basesInternal document search and Q&A platformsAI-powered business intelligence tools
Enterprise-grade scalabilitySupports millions of users

About OneContext

OneContext is an official MCP server published by unknown that provides AI assistants with tools and capabilities via the Model Context Protocol. OneContext lets you ship enterprise-grade retrieval augmented generation (RAG) pipelines to millions of users quickly an

How to install

You can install OneContext in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server supports remote connections over HTTP, so no local installation is required.

License

OneContext is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.