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Dev.to
5/8/2026
I built ORAG - an organizational RAG and MCP platform in TypeScript

I built ORAG - an organizational RAG and MCP platform in TypeScript

Short summary

ORAG is an open-source organizational RAG + MCP platform that connects internal data sources (Notion, Confluence, S3, GitHub) to AI agents with enterprise access control and observability. It solves the context problem in enterprise AI: proper chunking, sub-50ms retrieval, role-based permissions, and audit trails. Live at orag.theanmolsharma.com with full source on GitHub.

  • •Open-source organizational RAG + MCP platform for connecting internal data to AI agents
  • •Production-focused: emphasizes retrieval latency, chunking strategy, observability, and audit trails
  • •Enterprise-ready access control with workspace isolation and role-based permissions

Generated with AI, which can make mistakes.

#ai-tools#ai-agents#product-launch#open-source
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