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A framework to build and run data pipelines and workflows.

Project description

NoETL

NoETL is an automation framework for orchestrating APIs, databases, and scripts using a declarative Playbook DSL.

Execution is standardized around an MCP-style tool model: consistent tool contracts, structured input/output, and a predictable lifecycle. From an MCP perspective, tools include API endpoints, database operations, and scripts/utilities NoETL orchestrates and optimizes them via playbooks.

With NoETL Gateway, playbooks can be deployed as a distributed backend: developers ship business logic as playbooks, and UIs/clients call stable endpoints without deploying dedicated microservices for each workflow.

PyPI version

Documentation

https://noetl.dev

Async batch acceptance details for workers and operators:

Repository model (ai-meta driven)

NoETL development is now coordinated through the ai-meta repository:

ai-meta tracks all component repositories as Git submodules and is the primary place to coordinate cross-repo changes, pointer bumps, and release choreography.

End-to-end integration playbooks, fixture payloads, local credential templates, notebooks, and Gateway UI test fixtures live in noetl/e2e.

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License

Dual License — see LICENSE for details.

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