academic-commercialization-agent
Academic-commercialization-agent is an agent app that turns a research paper or topic into a cited assessment of technology readiness, patents, market and risks for tech-transfer teams.
What it is good for
- Judging how close a research paper is to a real product
- Checking patent landscape and market fit for a technology
- Screening research topics for commercialization potential
- Producing cited reports on technology transfer risks
At a glance
- Who it is for
- Setup
- Guided command-line setup
Level 4 of 5. You copy and paste commands into a terminal by following the instructions. Comfortable territory for vibe coders.
- Cost
- Free and open source
- Type
- Agent app
- Tasks
- Works with
- Tavily, Serper, Phoenix, Railway, Docker
Momentum
- Rank this week
- Not ranked yet
- Best rank
- None yet
- GitHub stars
- 806
GitHub numbers as of Nov 2, 2026. Updated weekly.
Official links
Setup steps are on the official pages. We do not repeat them here, since they change.
Questions
- Is academic-commercialization-agent free?
- Yes. It is free and open source (MIT license).
- Do I need to know how to code to use academic-commercialization-agent?
- You do not need to write code, but setup means copying and pasting commands into a terminal by following its instructions.
- What does academic-commercialization-agent work with?
- According to its own documentation, it works with Tavily, Serper, Phoenix, Railway, and Docker.
- What is academic-commercialization-agent good for?
- Judging how close a research paper is to a real product, checking patent landscape and market fit for a technology, screening research topics for commercialization potential, and producing cited reports on technology transfer risks.
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