Comparison
agent-framework vs ploomber
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.
Markdown twin · agent-framework alternatives · ploomber alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-framework | ploomber |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Archived (430d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 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.
Stars
- agent-framework
- 13k
- ploomber
- 3.6k
Forks
- agent-framework
- 2.1k
- ploomber
- 243
Open issues
- agent-framework
- 685
- ploomber
- 110
Language
- agent-framework
- Python
- ploomber
- Python
Adopt for
- agent-framework
- The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments.
- ploomber
- 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
- agent-framework
- -
- ploomber
- -
Runtime
- agent-framework
- -
- ploomber
- -
License
- agent-framework
- MIT
- ploomber
- 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.
Last pushed
- agent-framework
- Aug 10, 2026
- ploomber
- May 29, 2025
Categories
- agent-framework
- AI Agents, Developer Tools
- ploomber
- Developer Tools
Trust and health
Maintenance
- agent-framework
- Very active (96%)
- ploomber
- Archived (8%)
Days since push
- agent-framework
- 0d
- ploomber
- 430d
Archived on GitHub
- agent-framework
- No
- ploomber
- Yes
Open issues (now)
- agent-framework
- 685
- ploomber
- 110
Full report
- agent-framework
- Trust report
- ploomber
- Trust report
Shared compatibility
- Python · agent-framework: Python runtime · ploomber: Python runtime
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (microsoft/agent-framework) · observed Aug 11, 2026
- GitHub forks (microsoft/agent-framework) · observed Aug 11, 2026
- Last push (microsoft/agent-framework) · observed Aug 10, 2026
- License file (MIT) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (ploomber/ploomber) · observed Aug 3, 2026
- GitHub forks (ploomber/ploomber) · observed Aug 3, 2026
- Last push (ploomber/ploomber) · observed May 29, 2025
- License file (Apache-2.0) · observed Aug 3, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-framework 13k · ploomber 3.6k (synced Aug 11, 2026).
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 and ploomber alternatives (agent-framework markdown twin, ploomber markdown twin), 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 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; ploomber trust report.