Comparison
autogen vs Agent-S
Verdict
Pick autogen if autoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models; pick Agent-S if decision-Critical Facts for Agent-S.
Markdown twin · autogen alternatives · Agent-S alternatives
GraphCanon updated 2w
Trust & integrity
| Signal | autogen | Agent-S |
|---|---|---|
| Maintenance | Slowing (107d since push) As of 2w · github_public_v1 | Steady (68d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 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
- autogen
- A programming framework for agentic AI
- Agent-S
- Agent S: an open agentic framework that uses computers like a human
Stars
- autogen
- 60k
- Agent-S
- 12k
Forks
- autogen
- 9.1k
- Agent-S
- 1.4k
Open issues
- autogen
- 970
- Agent-S
- 36
Language
- autogen
- Python
- Agent-S
- Python
Adopt for
- autogen
- AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models.
- Agent-S
- Decision-Critical Facts for Agent-S
Persona
- autogen
- -
- Agent-S
- -
Runtime
- autogen
- -
- Agent-S
- -
License
- autogen
- CC-BY-4.0
- Agent-S
- Apache-2.0
Last pushed
- autogen
- Apr 15, 2026
- Agent-S
- May 13, 2026
Categories
- autogen
- AI Agents, LLM Frameworks
- Agent-S
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- autogen
- Slowing (36%)
- Agent-S
- Steady (60%)
Days since push
- autogen
- 107d
- Agent-S
- 68d
Open issues (now)
- autogen
- 970
- Agent-S
- 36
OSV dependency advisories
- autogen
- No lockfile (source not queried)
- Agent-S
- No published findings from this source as of 2026-07-11
Full report
- autogen
- Trust report
- Agent-S
- Trust report
Typed relationship
autogen Agent-S
Shared compatibility
- Python · autogen: Python runtime · Agent-S: Python runtime
Choose autogen if…
- License: autogen is CC-BY-4.0, Agent-S is Apache-2.0.
- Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure..
- Graph edge: autogen is a typed related of Agent-S - see the relationship row above.
- Tags unique to autogen: agentic-agi, agents, ai, autogen.
- Also covers LLM Frameworks.
- You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
When NOT to use autogen
- If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework.
- When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited.
- You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities.
Choose Agent-S if…
- License: Agent-S is Apache-2.0, autogen is CC-BY-4.0.
- Graph edge: Agent-S is a typed related of autogen - see the relationship row above.
- Tags unique to Agent-S: agent-computer-interface, ai-agents, computer-automation, in-context-reinforcement-learning.
- Also covers Data & Retrieval.
- If your project involves computer automation tasks that are similar to human-like interactions, including GUI tasks or those requiring grounding in a context-based environment, Agent-S provides an agn
When NOT to use Agent-S
- Avoid using Agent-S if your project is heavily language-focused and does not involve significant interaction with the computer interface for tasks such as GUI manipulation. Competitors may specialize
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (microsoft/autogen) · observed Aug 1, 2026
- GitHub forks (microsoft/autogen) · observed Aug 1, 2026
- Last push (microsoft/autogen) · observed Apr 15, 2026
- License file (CC-BY-4.0) · observed Aug 1, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (simular-ai/Agent-S) · observed Jul 20, 2026
- GitHub forks (simular-ai/Agent-S) · observed Jul 20, 2026
- Last push (simular-ai/Agent-S) · observed May 13, 2026
- License file (Apache-2.0) · observed Jul 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autogen 60k · Agent-S 12k (synced Aug 1, 2026).
Common questions
- What is the difference between autogen and Agent-S?
- autogen: A programming framework for agentic AI. Agent-S: Agent S: an open agentic framework that uses computers like a human. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogen over Agent-S?
- Choose autogen over Agent-S when License: autogen is CC-BY-4.0, Agent-S is Apache-2.0; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Graph edge: autogen is a typed related of Agent-S - see the relationship row above; Tags unique to autogen: agentic-agi, agents, ai, autogen; Also covers LLM Frameworks; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
- When should I choose Agent-S over autogen?
- Choose Agent-S over autogen when License: Agent-S is Apache-2.0, autogen is CC-BY-4.0; Graph edge: Agent-S is a typed related of autogen - see the relationship row above; Tags unique to Agent-S: agent-computer-interface, ai-agents, computer-automation, in-context-reinforcement-learning; Also covers Data & Retrieval; If your project involves computer automation tasks that are similar to human-like interactions, including GUI tasks or those requiring grounding in a context-based environment, Agent-S provides an agn.
- When should I avoid autogen?
- If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as
playwright/mcp, as AutoGen requires this setup for certain functionalities. - When should I avoid Agent-S?
- Avoid using Agent-S if your project is heavily language-focused and does not involve significant interaction with the computer interface for tasks such as GUI manipulation. Competitors may specialize
- Is autogen or Agent-S more popular on GitHub?
- autogen has more GitHub stars (60,139 vs 12,042). Stars measure visibility, not whether either tool fits your constraints.
- Are autogen and Agent-S open source?
- Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, Agent-S: Apache-2.0).
- Where can I find alternatives to autogen or Agent-S?
- GraphCanon lists graph-backed alternatives at autogen alternatives and Agent-S alternatives (autogen markdown twin, Agent-S 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, autogen or Agent-S?
- autogen: Slowing. Agent-S: Steady. 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 autogen and Agent-S?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogen trust report; Agent-S trust report.