← Coding agents & IDE assistants

Rapid-MLX

Rapid-MLX is an open-source (Apache 2.0) OpenAI- and Anthropic-compatible LLM inference server for Apple Silicon, built on MLX, focused on reliable tool calling for coding agents. Up to 4× faster than Apple's MLX (mlx-lm) on the same weights.

AgentPick Score 72/100#136 in Coding agents & IDE assistants★ 4k GitHub starsUpdated 14 Oct 2026Python

Ranked by AgentPick Score, our data score from public GitHub activity. Description is the project's own.

Topics: anthropic-api, apple-silicon, claude-code, coding-agents, continuous-batching, inference-server, llm-inference, llm-server, lm-studio-alternative, local-ai, local-llm, macos

Starter prompt

Using Rapid-MLX, in a throwaway branch: add a unit test for [function] covering [edge case]. Don't change production code. Show me the diff and the test output.
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