Alternatives · Agent Infrastructure
mlx-serve alternatives
Looking for an alternative to mlx-serve? Below are the agent infrastructure in our index that do a similar job — open-source options are ranked by real maintained adoption (GitHub stars and recent commit activity), never by sponsorship. mlx-serve is open source, so the list below includes both other self-hostable projects and commercial products.
Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Python. Includes MLX Core macOS app with chat, agent mode, and tool calling.
Open source · 1.3k stars · Zig · MIT · updated Sep 2026
Open-source alternatives to mlx-serve
daytonaInfrastructureDaytona is a Secure and Elastic Infrastructure for Running AI-Generated CodeOpen sourceVerified 72kGitHub starsmem0InfrastructureUniversal memory layer for AI AgentsOpen sourcePython · Apache-2.0Verified · Active 65kGitHub starscuaInfrastructureOpen-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).Open sourcePython · MITVerified · Active 23kGitHub starsgatewayInfrastructureA blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.Open sourceTypeScript · MITVerified 13kGitHub starsBinduInfrastructureBindu: The identity, communication, and payments layer for AI agents.Open sourcePythonVerified · Active 9.8kGitHub starsbifrostInfrastructureFastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.Open sourceGo · Apache-2.0Verified · Active 8.0kGitHub starsosaurusInfrastructureOwn your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.Open sourceSwift · MITVerified · Active 7.9kGitHub starssteel-browserInfrastructureOpen Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser sandbox that lets you automate the web without worrying about infrastructure.Open sourceTypeScript · Apache-2.0Verified · Active 7.6kGitHub starsregistryInfrastructureA community driven registry service for Model Context Protocol (MCP) servers.Open sourceGoVerified · Active 7.2kGitHub starsklavisInfrastructureKlavis AI: MCP integration platforms that let AI agents use tools reliably at any scaleOpen sourcePython · Apache-2.0Verified 5.8kGitHub starslemonadeInfrastructureLemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8ZkOpen sourceC++ · Apache-2.0Verified · Active 5.7kGitHub starsskillhubInfrastructureSelf-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with RBAC and audit logs, deploy on-premise with Docker or Kubernetes.Open sourceJava · Apache-2.0Verified · Active 5.1kGitHub stars
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byterover-cliInfrastructureByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)Open sourceTypeScriptVerified 5.0kGitHub starsmcpoInfrastructureA simple, secure MCP-to-OpenAPI proxy serverOpen sourcePython · MITVerified 4.4kGitHub starsarchestraInfrastructureEnterprise AI Platform with guardrails, MCP registry, gateway & orchestratorOpen sourceTypeScriptVerified · Active 4.3kGitHub starsmetamcpInfrastructureMCP Aggregator, Orchestrator, Middleware, Gateway in one dockerOpen sourceTypeScript · MITVerified 2.7kGitHub starsVCPToolBoxInfrastructureSits between AI model APIs and frontend applications -- an industrial-grade infrastructure project exploring AGI OS development, turning stateless LLMs into agents with persistent memory and tool use.Open sourceJavaScriptVerified · Active 2.3kGitHub starstoolhiveInfrastructureToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.Open sourceGo · Apache-2.0Verified · Active 2.2kGitHub starsmcp-routerInfrastructureA Unified MCP Server Management App (MCP Manager).Open sourceTypeScriptVerified · Active 2.1kGitHub starsai-devkitInfrastructureThe control plane for AI coding agents.Open sourceTypeScript · MITVerified · Active 1.6kGitHub starsMCP-BridgeInfrastructureA middleware to provide an openAI compatible endpoint that can call MCP toolsOpen sourcePython · MITVerified 929GitHub starsagentlyticsInfrastructureComprehensive analytics dashboard for AI coding agents — Cursor, Windsurf, Claude Code, VS Code Copilot, Zed, Antigravity, OpenCode, Command CodeOpen sourceJavaScriptVerified · Active 576GitHub stars
Frequently asked
- What is the best alternative to mlx-serve?
- daytona is the most widely-adopted open-source alternative in our index (72k GitHub stars). The full ranked list is above — the best fit depends on your language, license, and budget.
- Is there a free or open-source alternative to mlx-serve?
- Yes. daytona, mem0, and cua are open-source agent infrastructure you can self-host for free — you still pay for the infrastructure you run them on and any model or API usage. See the ranked open-source list above.
- How are these mlx-serve alternatives ranked?
- Every product in the agent infrastructure category is a candidate. Open-source alternatives are ranked by maintained adoption — GitHub stars plus recent commit activity — so you see what's genuinely used, not abandoned. Commercial products are listed separately and alphabetically, because stars don't measure commercial adoption. Sponsored placement is always labeled and never affects the ranking.