OpenBMB AI
UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
5,555 stars 416 forks Last commit today Language Python License Apache-2.0
Install
uvx ultrarag About
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
More AI servers
-
Brave Search
Web + local-business search via the Brave Search API — privacy-first, no Google account required.
-
Memory
Knowledge-graph memory — store entities, observations, and relations across conversations.
-
Sequential Thinking
Structured chain-of-thought scaffolding — the model writes its own multi-step plan as MCP calls.
Discussion (0)
Sign in to comment →No comments yet. Sign in to start the discussion.