Business agents · AI agent
Paper2Poster: review, pricing, security and alternatives
Paper2Poster is an open-source AI agent published by Paper2Poster, in the business agents family. Transforms scientific papers into posters using a multi-agent system dedicated to document generation tasks. Its repository has 4,005 stars and its last commit is from October 23, 2026.
| Adoption (stars) | 19/40 | |
|---|---|---|
| Activity (commits, releases) | 16/30 | |
| Framework (licence, control, models) | 15/30 |
What Paper2Poster does
Paper2Poster belongs to the business agents family: agents specialised in one job: customer support, sales, finance, legal, HR, security. On our grid it ranks #39 of the 52 projects of this family listed in the directory.
Who is Paper2Poster for?
It targets a specific job (customer support, sales, finance, legal…) with workflows already set up. Typical tasks people give it:
- handle first-line customer requests
- prepare standard documents
- track cases and follow up
It is a good candidate if your data must stay on your machines.
Access and human control
According to its documentation, Paper2Poster can:
- read and edit files
We could not establish whether it asks for human approval before sensitive actions: test it first on an unimportant account or folder.
Paper2Poster pricing
The code is free, under the MIT licence.
Getting started with Paper2Poster
- Install it: the project ships as a Python package (install with
piporuv). The exact command is in the repository README. - Create an API key with the model provider and put it in an environment variable, never in a shared or versioned file.
- Give it a first playground with nothing at stake: a test folder, a secondary account or a throwaway project. Only open your real accounts once you have seen how it behaves.
- Give it a short, checkable task, review the result and its action log, then raise the difficulty step by step.
Security: risk level
A business agent acts on the company's behalf: define what it may promise, refund or change, and keep a record of its decisions.
Three habits: least privilege (minimal rights, dedicated keys), human approval for irreversible actions, a sandbox for code execution. The AI agent security check reviews your setup in a few minutes.
Project activity and releases
Created on May 16, 2025, the Paper2Poster/Paper2Poster repository has 4,005 stars, 284 forks and 25 open issues, with 103 commits in total. It received changes this month.
Over the last 52 weeks: 23 commits, an average of 0.4 per week.
The project publishes no numbered releases on GitHub: you install it from the main branch or a package manager.
Paper2Poster vs other business agents
GitHub stars of the best-rated open-source projects in the business agents family. Stars measure attention, not quality: a heavily promoted project collects them fast, a specialised tool will have few.
Paper2Poster and other business agents at a glance
The 7 best-ranked agents in the same family, 7 of them open source. The score out of 100 only applies to open-source projects; for proprietary services we show the published entry price. A dash marks information the documentation does not state.
| Agent | Model | Score | Stars or entry price | Self-hostable | Human approval |
|---|---|---|---|---|---|
| Paper2Poster | open source | 50 | 4K ★ | yes | – |
| DeepTutor | open source | 82 | 42.5K ★ | yes | – |
| Vibe-Trading | open source | 81 | 36.5K ★ | yes | – |
| PentAGI | open source | 77 | 32.3K ★ | yes | no |
| GenOffice | open source | 74 | 10.7K ★ | yes | – |
| HolmesGPT | open source | 74 | 3.7K ★ | yes | – |
| Text-to-CAD | open source | 73 | 22.9K ★ | – | – |
| YouTube Automation Agent | open source | 73 | 4.6K ★ | yes | yes |
How we rated it
Score: 50/100, computed only from public, verifiable data, with no subjective testing or partnership:
- Adoption 19/40: 4,005 stars on a log scale (40 points from about 200,000).
- Activity 16/30: last commit less than a month ago, 0 releases in six months, 23 commits in a year.
- Framework 15/30: licence, default human approval, self-hosting, model choice and documentation site.
The score does not say whether the agent will succeed at your tasks: it measures how solid the project is. The full grid is on the method page.
Verdict
Paper2Poster is a project to watch: compare it with the alternatives before adopting it.
Strengths
- Very active development
- Can run on your side: data under control
- Permissive licence (MIT)
Alternatives
- DeepTutor42.5K ★
- Vibe-Trading36.5K ★
- PentAGI32.3K ★
- GenOffice10.7K ★
- HolmesGPT3.7K ★
- Text-to-CAD22.9K ★
Learn more
Frequently asked questions
Is Paper2Poster free?
The software is free (MIT licence). You still pay for the model calls, unless you use a local model.
Is Paper2Poster safe?
Our risk level: low. Give it minimum rights and approve irreversible actions.
Which models does Paper2Poster use?
Its documentation does not specify the supported models.
Can Paper2Poster be installed on your own server?
Yes, from the Paper2Poster/Paper2Poster repository. Data then stays with you, but security and updates are your job.
What are the alternatives to Paper2Poster?
In the same family: DeepTutor, Vibe-Trading, PentAGI, and GenOffice.
Paper2Poster or DeepTutor: what is the difference?
Both belong to the business agents family. Paper2Poster has 4K stars against 42.5K for DeepTutor. The right choice mostly depends on the access you are willing to give it.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score