Comparison
autogen vs jadx-ai-mcp
Verdict
Pick autogen when autogen is primarily Python; jadx-ai-mcp is Java; pick jadx-ai-mcp when jadx-ai-mcp is primarily Java; autogen is Python.
Markdown twin · autogen alternatives · jadx-ai-mcp alternatives
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Trust & integrity
| Signal | autogen | jadx-ai-mcp |
|---|---|---|
| Maintenance | Steady (87d since push) As of today · github_public_v1 | Steady (43d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- autogen
- A programming framework for agentic AI
- jadx-ai-mcp
- Plugin for JADX to integrate MCP server
Stars
- autogen
- 60k
- jadx-ai-mcp
- 2.5k
Forks
- autogen
- 9.0k
- jadx-ai-mcp
- 232
Open issues
- autogen
- 945
- jadx-ai-mcp
- 8
Language
- autogen
- Python
- jadx-ai-mcp
- Java
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.
- jadx-ai-mcp
- -
Persona
- autogen
- -
- jadx-ai-mcp
- -
Runtime
- autogen
- -
- jadx-ai-mcp
- -
License
- autogen
- CC-BY-4.0
- jadx-ai-mcp
- Apache-2.0
Last pushed
- autogen
- Apr 15, 2026
- jadx-ai-mcp
- May 28, 2026
Categories
- autogen
- LLM Frameworks, AI Agents
- jadx-ai-mcp
- LLM Frameworks, Developer Tools
Trust and health
Days since push
- autogen
- 87d
- jadx-ai-mcp
- 43d
Open issues (now)
- autogen
- 945
- jadx-ai-mcp
- 8
Owner type
- autogen
- Organization
- jadx-ai-mcp
- User
Security scan
- autogen
- No lockfile
- jadx-ai-mcp
- No MCP manifest
Full report
- autogen
- Trust report
- jadx-ai-mcp
- Trust report
Choose autogen if…
- autogen is primarily Python; jadx-ai-mcp is Java.
- License: autogen is CC-BY-4.0, jadx-ai-mcp 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..
- Tags unique to autogen: llm-framework, autogen, agents, agentic-agi.
- Also covers AI Agents.
- 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 jadx-ai-mcp if…
- jadx-ai-mcp is primarily Java; autogen is Python.
- License: jadx-ai-mcp is Apache-2.0, autogen is CC-BY-4.0.
- Tags unique to jadx-ai-mcp: mcp-server, llm, model-context-protocol, mobile.
- Also covers Developer Tools.
When NOT to use jadx-ai-mcp
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
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 Jul 11, 2026
- GitHub forks (microsoft/autogen) · observed Jul 11, 2026
- Last push (microsoft/autogen) · observed Apr 15, 2026
- License file (CC-BY-4.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zinja-coder/jadx-ai-mcp) · observed Jul 11, 2026
- GitHub forks (zinja-coder/jadx-ai-mcp) · observed Jul 11, 2026
- Last push (zinja-coder/jadx-ai-mcp) · observed May 28, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: autogen 60k · jadx-ai-mcp 2.5k (synced Jul 11, 2026).
Common questions
- What is the difference between autogen and jadx-ai-mcp?
- autogen: A programming framework for agentic AI. jadx-ai-mcp: Plugin for JADX to integrate MCP server. See the comparison table for live GitHub stats and shared categories.
- When should I choose autogen over jadx-ai-mcp?
- Choose autogen over jadx-ai-mcp when autogen is primarily Python; jadx-ai-mcp is Java; License: autogen is CC-BY-4.0, jadx-ai-mcp 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.; Tags unique to autogen: llm-framework, autogen, agents, agentic-agi; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
- When should I choose jadx-ai-mcp over autogen?
- Choose jadx-ai-mcp over autogen when jadx-ai-mcp is primarily Java; autogen is Python; License: jadx-ai-mcp is Apache-2.0, autogen is CC-BY-4.0; Tags unique to jadx-ai-mcp: mcp-server, llm, model-context-protocol, mobile; Also covers Developer Tools.
- 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 jadx-ai-mcp?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is autogen or jadx-ai-mcp more popular on GitHub?
- autogen has more GitHub stars (59,658 vs 2,463). Stars measure visibility, not whether either tool fits your constraints.
- Are autogen and jadx-ai-mcp open source?
- Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, jadx-ai-mcp: Apache-2.0).
- Where can I find alternatives to autogen or jadx-ai-mcp?
- GraphCanon lists graph-backed alternatives at autogen alternatives and jadx-ai-mcp alternatives (autogen markdown twin, jadx-ai-mcp 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 jadx-ai-mcp?
- autogen: Steady. jadx-ai-mcp: 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 jadx-ai-mcp?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: autogen trust report; jadx-ai-mcp trust report.