OpenBMB AI
UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
5,621 stars 435 forks Last commit 1d ago Language Python License Apache-2.0
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[](https://prismix.dev/mcp/openbmb-ultrarag) About
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
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Brave Search
Web + local-business search via the Brave Search API — privacy-first, no Google account required.
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Memory
Knowledge-graph memory — store entities, observations, and relations across conversations.
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Sequential Thinking
Structured chain-of-thought scaffolding — the model writes its own multi-step plan as MCP calls.
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