--- title: "agent-framework vs ploomber" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-agent-framework-vs-ploomber-ploomber" tools: ["microsoft-agent-framework", "ploomber-ploomber"] --- # agent-framework vs ploomber *GraphCanon updated Aug 11, 2026* ## Verdict Pick agent-framework if the agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments; pick ploomber if ploomber is a Python-based tool that specializes in iterative development and deployment of data pipelines, supporting Jupyter notebooks and integrating smoothly with popular IDEs like PyCharm and VSCode. [agent-framework](https://aka.ms/agent-framework) reports 13k GitHub stars, 2.1k forks, and 685 open issues, last pushed Aug 10, 2026. [ploomber](https://docs.ploomber.io) has 3.6k stars, 243 forks, and 110 open issues, last pushed May 29, 2025. Figures are from public GitHub metadata via [agent-framework's repository](https://github.com/microsoft/agent-framework) and [ploomber's repository](https://github.com/ploomber/ploomber). | | [agent-framework](/tools/microsoft-agent-framework.md) | [ploomber](/tools/ploomber-ploomber.md) | | --- | --- | --- | | Tagline | Framework for building and deploying AI agents and multi-agent workflows | The fastest way to build data pipelines. Develop iteratively, deploy anywhere. | | Stars | 12,718 | 3,622 | | Forks | 2,143 | 243 | | Open issues | 685 | 110 | | Language | Python | Python | | Adopt for | The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. | Ploomber is a Python-based tool that specializes in iterative development and deployment of data pipelines, supporting Jupyter notebooks and integrating smoothly with popular IDEs like PyCharm and VSCode. | | Persona | - | - | | Runtime | - | - | | License | MIT | Ploomber operates under the Apache License 2.0 which allows free use, modification and distribution, provided that any redistributed code includes an acknowledgement of the original license. | | Categories | AI Agents, Developer Tools | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-framework](/tools/microsoft-agent-framework.md) | [ploomber](/tools/ploomber-ploomber.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 0d | 430d | | Archived on GitHub | No | Yes | | Open issues (now) | 685 | 110 | | Full report | [trust report](/tools/microsoft-agent-framework/trust.md) | [trust report](/tools/ploomber-ploomber/trust.md) | ## Shared compatibility - **Python**: [agent-framework](/tools/microsoft-agent-framework.md) - Python runtime; [ploomber](/tools/ploomber-ploomber.md) - Python runtime ## Decision facts: agent-framework - **Requirements:** Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages. - **Adopt for:** The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments. ## Decision facts: ploomber - **Requirements:** Works with Python versions 3.7 and higher. - **Adopt for:** Ploomber is a Python-based tool that specializes in iterative development and deployment of data pipelines, supporting Jupyter notebooks and integrating smoothly with popular IDEs like PyCharm and VSCode. - **License detail:** Ploomber operates under the Apache License 2.0 which allows free use, modification and distribution, provided that any redistributed code includes an acknowledgement of the original license. ## Choose when ### Choose agent-framework if… - License: agent-framework is MIT, ploomber is Apache-2.0. - Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.. - Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent. - Also covers AI Agents. - Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems. ### Choose ploomber if… - License: ploomber is Apache-2.0, agent-framework is MIT. - Requirements: Works with Python versions 3.7 and higher.. - Tags unique to ploomber: data-engineering, data-science, jupyter-notebooks, machine-learning. - Use Ploomber when you need to iteratively develop and test data pipelines using Python, as it provides native support for such workflows. ## When NOT to use agent-framework - Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. - Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework. ## When NOT to use ploomber - Avoid Ploomber if your development process does not involve iterative testing or if direct integration with Jupyter notebooks is unnecessary. - Do not use Ploomber if you prefer a non-IDE environment and you do not need Python's ecosystem for building data pipelines, as it heavily integrates with IDEs like PyCharm and VSCode. ## Common questions ### What is the difference between agent-framework and ploomber? agent-framework: Framework for building and deploying AI agents and multi-agent workflows. ploomber: The fastest way to build data pipelines. Develop iteratively, deploy anywhere.. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-framework over ploomber? Choose agent-framework over ploomber when License: agent-framework is MIT, ploomber is Apache-2.0; Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.; Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent; Also covers AI Agents; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems. ### When should I choose ploomber over agent-framework? Choose ploomber over agent-framework when License: ploomber is Apache-2.0, agent-framework is MIT; Requirements: Works with Python versions 3.7 and higher.; Tags unique to ploomber: data-engineering, data-science, jupyter-notebooks, machine-learning; Use Ploomber when you need to iteratively develop and test data pipelines using Python, as it provides native support for such workflows. ### When should I avoid agent-framework? Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework. ### When should I avoid ploomber? Avoid Ploomber if your development process does not involve iterative testing or if direct integration with Jupyter notebooks is unnecessary. Do not use Ploomber if you prefer a non-IDE environment and you do not need Python's ecosystem for building data pipelines, as it heavily integrates with IDEs like PyCharm and VSCode. ### Is agent-framework or ploomber more popular on GitHub? agent-framework has more GitHub stars (12,718 vs 3,622). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-framework and ploomber open source? Yes - both are open-source projects on GitHub (agent-framework: MIT, ploomber: Apache-2.0). ### Where can I find alternatives to agent-framework or ploomber? GraphCanon lists graph-backed alternatives at [agent-framework alternatives](/tools/microsoft-agent-framework/alternatives) and [ploomber alternatives](/tools/ploomber-ploomber/alternatives) ([agent-framework markdown twin](/tools/microsoft-agent-framework/alternatives.md), [ploomber markdown twin](/tools/ploomber-ploomber/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/microsoft-agent-framework-vs-ploomber-ploomber.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agent-framework or ploomber? agent-framework: Very active. ploomber: Archived. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agent-framework and ploomber? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-framework trust report](/tools/microsoft-agent-framework/trust); [ploomber trust report](/tools/ploomber-ploomber/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-agent-framework`](/api/graphcanon/graph?tool=microsoft-agent-framework) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_