Comparison
agent-framework vs marvin
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 marvin if python-based ambient AI for agent and chatbot development with LLM interaction, Apache-2.0 licence.
Markdown twin · agent-framework alternatives · marvin alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-framework | marvin |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Active (15d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 1w · 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
- marvin
- an ambient intelligence library
Stars
- agent-framework
- 13k
- marvin
- 6.2k
Forks
- agent-framework
- 2.1k
- marvin
- 410
Open issues
- agent-framework
- 685
- marvin
- 111
Language
- agent-framework
- Python
- marvin
- 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.
- marvin
- Python-based ambient AI for agent and chatbot development with LLM interaction, Apache-2.0 licence
Persona
- agent-framework
- -
- marvin
- -
Runtime
- agent-framework
- -
- marvin
- -
License
- agent-framework
- MIT
- marvin
- Apache-2.0 license, permissive free software license
Last pushed
- agent-framework
- Aug 10, 2026
- marvin
- Jul 31, 2026
Categories
- agent-framework
- AI Agents, Developer Tools
- marvin
- AI Agents
Trust and health
Maintenance
- agent-framework
- Very active (96%)
- marvin
- Active (82%)
Days since push
- agent-framework
- 0d
- marvin
- 15d
Open issues (now)
- agent-framework
- 685
- marvin
- 111
Stars delta
- agent-framework
- Unknown
- marvin
- +10 (30d)
Open issues delta
- agent-framework
- Unknown
- marvin
- +3 (30d)
Full report
- agent-framework
- Trust report
- marvin
- Trust report
Choose agent-framework if…
- License: agent-framework is MIT, marvin 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, multi-agent, orchestration.
- Also covers Developer Tools.
- 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 marvin if…
- License: marvin is Apache-2.0, agent-framework is MIT.
- Tags unique to marvin: ai, ambient-ai, chatbots, gpt.
- You need to develop agents or chatbots that integrate ambient intelligence
When NOT to use marvin
- You are looking for a framework without direct LLM integration capabilities
- Your project does not involve agent or chatbot creation
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 (PrefectHQ/marvin) · observed Aug 16, 2026
- GitHub forks (PrefectHQ/marvin) · observed Aug 16, 2026
- Last push (PrefectHQ/marvin) · observed Jul 31, 2026
- License file (Apache-2.0) · observed Aug 16, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-framework 13k · marvin 6.2k (synced Aug 11, 2026).
Common questions
- What is the difference between agent-framework and marvin?
- agent-framework: Framework for building and deploying AI agents and multi-agent workflows. marvin: an ambient intelligence library. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-framework over marvin?
- Choose agent-framework over marvin when License: agent-framework is MIT, marvin 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, multi-agent, orchestration; Also covers Developer Tools; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
- When should I choose marvin over agent-framework?
- Choose marvin over agent-framework when License: marvin is Apache-2.0, agent-framework is MIT; Tags unique to marvin: ai, ambient-ai, chatbots, gpt; You need to develop agents or chatbots that integrate ambient intelligence.
- 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 marvin?
- You are looking for a framework without direct LLM integration capabilities Your project does not involve agent or chatbot creation
- Is agent-framework or marvin more popular on GitHub?
- agent-framework has more GitHub stars (12,718 vs 6,189). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-framework and marvin open source?
- Yes - both are open-source projects on GitHub (agent-framework: MIT, marvin: Apache-2.0).
- Where can I find alternatives to agent-framework or marvin?
- GraphCanon lists graph-backed alternatives at agent-framework alternatives and marvin alternatives (agent-framework markdown twin, marvin 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 marvin?
- agent-framework: Very active. marvin: Active. 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 marvin?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-framework trust report; marvin trust report.