Open Source Alternatives to MLflow

Open-source platform for ML experiment tracking and data versioning.

Open-source, end-to-end MLOps platform for enterprise AI development and deployment.

Track experiments, validate models, and collaborate with confidence using Skore, the methodology layer for AI coding tools.

Open-source platform for programmatically authoring, scheduling, and monitoring data pipelines.

An open-source orchestration platform for unifying data pipelines, AI workflows, and business processes.

A suite of open-source and professional tools for API design, development, documentation, and testing.

Open-source framework for building and documenting APIs with a focus on developer experience.

Open-source infrastructure for automating natural language workflows directly on your codebase.

An open-source TypeScript/JavaScript framework for building AI agents, from the creators of Gatsby.

Cloud data warehouse for building next-gen analytics experiences with sub-second performance, designed for engineers and AI agents.

Open-source business intelligence and embedded analytics platform.

An open-source feature store for managing and serving data for AI/ML models in production.

A managed, private, and production-grade environment for OpenClaw, offering access to over 500 AI models and essential tools.

Open-source Node.js backend development platform for accelerating application development.

Low-code platform for building, iterating, and deploying AI applications, especially RAG and multi-agent systems.

Open-source, no-code platform for building and deploying AI agents, workflows, and generative AI applications.

Open-source AI platform for securely deploying intelligent agents, private enterprise search, and complex document workflows on an organization's own data.

Adala is an Autonomous DAta (Labeling) Agent framework for data processing and labeling tasks.

Visual database design and migration platform automating backend infrastructure setup for modern developers.

A unified data analytics and AI platform built on the lakehouse architecture.

Together AI offers an AI-native cloud platform providing high-performance inference APIs, GPU clusters, and fine-tuning capabilities for open-source AI models.

An open-source AI and machine learning platform for enterprises.

Open-source tool to transform application data into accessible knowledge for AI agents.

An open-source platform for building and deploying AI agents and workflows.

Cloud-based browser API for AI agents, simplifying web automation with anti-bot protection and session persistence.

Open-core company building tools for modern backend engineers to ship faster and better.

Elementary Data provides a unified data control plane for the AI era, offering observability, quality, governance, and discovery for data and AI reliability.

Comfy is an AI creation engine for visual professionals, offering granular control over AI models, parameters, and outputs through a node-based workflow on an infinite canvas.

Industry-standard API simulation and mocking platform for reliable software development and testing.

Open-source autonomous AI agent platform that automates complex digital workflows.

Open-source platform for managing secrets and sensitive data for developers.

An open-source platform for building, simulating, evaluating, and optimizing reliable AI agents.

An open-source platform for building and running AI coding agents that automate software development tasks.

Open-source notification infrastructure for developers, empowering the community.

An AI-native workspace designed to turn team interactions into actionable, proprietary data for agentic workflows.

Open-source, Typescript-native agentic workflow builder for natural language to code generation.

Open-source scheduling infrastructure for individuals, businesses, and developers.

Ground AI in enterprise data with zero ETL. Spice is an open-source SQL query & hybrid search engine built for data-intensive apps & AI agents.

Nango is an open-source platform for product integrations that provides a unified API for connecting to over 500 services and supports tool-calling for AI agents.

Open-source Kubernetes-native testing framework for CI/CD.

Cua provides an open-source framework and cloud desktops for AI agents to control operating systems and desktop applications across Linux, Windows, macOS, and Android.

Platform for developers building stateful reactive applications on the modern cloud with object store native databases.

Open-source AI agent framework for automating tasks across messaging platforms and software systems.

Company

Open-source library by Meta AI for efficient similarity search and clustering of dense vectors.

Inconvo is an open-source platform for building data agents on production data with safe queries, permissions, and structured outputs.

A service written as a plain Go function, supervised by lesiw.io/proc for reliability and distribution.

Open-source browser extension and RPA software for automating web and desktop workflows.

Camunda provides an open-source process automation platform for orchestrating human and system workflows.

Experimental open-source framework for building self-building autonomous agents with a novel function framework.

ComputeSDK provides an open-source platform for benchmarking cloud infrastructure, including AI gateways, sandboxes, storage, and browsers, and offers a unified SDK for running code in remote sandboxes.

A community-driven marketplace for discovering and deploying Model Context Protocol (MCP) servers and clients.

An open-source framework for fast and powerful web scraping and crawling, maintained by Zyte.

An open-source platform for creating, managing, and interacting with AI workflows and agents.

Open-source AI platform engineering team member for production environments, automating tasks and learning tools.

Commercializes the open-source Grafana observability platform with AI features.