Academic Commercialization Agent
by shuxiachaiAI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.
Academic Commercialization Agent is an open-source ai agent by shuxiachai, written mainly in Python, with 804 GitHub stars and the MIT license. Its code was last updated Oct 31, 2026.
Scan summary: scanned Nov 5, 2026 at commit cf8ab1a. No capabilities flagged by our checks. Scan policy
What Academic Commercialization Agent can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit cf8ab1a, Nov 5, 2026. See the scan policy.
Before you install Academic Commercialization Agent
AgenticMart scanned Academic Commercialization Agent on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.
- Based on its description and topics, it likely needs to act on cloud infrastructure.
Before you install
- Use a role with only the permissions it needs, never an admin key.
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by shuxiachai on GitHub, 804 stars and 96 forks. Popularity is not proof of safety.
- Last code change: Oct 31, 2026.
- Open-source license: MIT.
Academic Commercialization Agent is an open-source ai agent by shuxiachai, written mainly in Python. AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.
At a glance
- Stars
- 804
- Forks
- 96
- Language
- Python
- License
- MIT
- Created
- Jun 2026
- Last update
- Oct 31, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about Academic Commercialization Agent
What is Academic Commercialization Agent?
AI multi-agent tool that turns research papers into cited commercialization and tech-transfer assessments: TRL, patent landscape, market and risks. CrewAI + FastAPI, with a reproducible benchmark.
Who maintains Academic Commercialization Agent?
Academic Commercialization Agent is maintained by shuxiachai on GitHub (shuxiachai/academic-commercialization-agent). AgenticMart lists it from public repository data.
Is Academic Commercialization Agent safe to use?
AgenticMart scanned Academic Commercialization Agent on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does Academic Commercialization Agent use?
It is published under the MIT license.
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