mm-gateway: Simplifying Multi-Backend AI Integration with Open-Source Python Gateway

August 14, 2026
mm-gateway: Simplifying Multi-Backend AI Integration with Open-Source Python Gateway
  • mm-gateway is an open-source Python gateway that normalizes interactions with multiple generative-AI backends, so application code avoids provider-specific quirks.

  • Each backend adapter translates a provider-neutral envelope into the specific SDK or REST format, making it easier to swap or add backends for redundancy or failover.

  • The project aims to reduce integration friction by decoupling application logic from backend-specific field names, sync-vs-async polling, and error shapes.

  • It offers a provider-neutral contract that standardizes requests through modality-specific envelopes, ensuring application logic never exposes backend-specific wire formats.

  • The gateway supports more than a dozen backends, including major providers like OpenAI, Google, xAI, and others such as DashScope, Volcengine, Flux, Stability, ElevenLabs, MiniMax, Mureka, ACE-Step, OpenRouter, and UdioAPI.

  • Additional information and access are available at the mm-gateway GitHub repository.

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