OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

61
/ 100
Established

Provides standardized MCP Server architecture for RAG components (Retrievers, Generators) that integrate via YAML-based workflow orchestration, enabling complex control flows like conditionals and loops with minimal code. Includes a web IDE with bidirectional canvas-code synchronization, unified evaluation benchmarks, and one-click conversion of pipelines into interactive chat interfaces. Built on the Model Context Protocol standard and designed for both research and production prototyping across modular, independently deployable services.

5,459 stars. Actively maintained with 1 commit in the last 30 days.

No Package No Dependents
Maintenance 16 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 19 / 25

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Stars

5,459

Forks

397

Language

Python

License

Apache-2.0

Last pushed

Mar 13, 2026

Commits (30d)

1

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