UGC platforms
Best open source alternatives to LightUGC 6 open-source tools, licences checked on GitHub
- Open-source tools
- 6
- Licences
- 2
- Most GitHub stars
- 2,466
- Self-host stated
- 3
Data checked Oct 14, 2026 against the vendors' own pages. How we verify
We found 6 open-source tools that share a category with LightUGC. Each licence is GitHub's own value for the repository, and each tool's website says the product is open source.
Licences: AGPL-3.0 (4) and MIT (2). GPL-family licences require you to publish the source of modified versions you distribute (AGPL also when you run them as a network service); permissive licences such as MIT and Apache-2.0 do not.
brightbean-studio has the most GitHub stars here (2,466, checked Oct 14, 2026). Stars measure attention on GitHub, not quality.
None of them has enough verified data to be ranked on the UGC platforms scorecard, so tools in LightUGC's own market come first, then the rest, then by GitHub stars.
3 tools state a self-hosting option on their own site; for the others we found no statement either way.
Open source LightUGC alternatives compared
| # | Tool | Licence | GitHub stars | Repository | Self-host | Paid from, monthly | Free plan | Data checked |
|---|---|---|---|---|---|---|---|---|
| 1 |  brightbean-studio | AGPL-3.0 | 2,466 | brightbeanxyz/brightbean-studio | Yes | $119/mo | Yes, unlimited workspaces | Oct 14, 2026 |
| 2 |  locally-uncensored | AGPL-3.0 | 2,260 | PurpleDoubleD/locally-uncensored | – | – | Yes | Oct 14, 2026 |
| 3 |  pireel | AGPL-3.0 | 1,287 | pireel/pireel | – | $20/mo | Yes | Oct 14, 2026 |
| 4 |  nodetool | AGPL-3.0 | 566 | nodetool-ai/nodetool | Yes | Free | Yes | Oct 14, 2026 |
| 5 |  agnes-video-generator | MIT | 515 | lcy362/agnes-video-generator | – | – | – | Oct 14, 2026 |
| 6 |  Orkas-VideoStudio | MIT | 329 | Orkas-AI/Orkas-VideoStudio | Yes | $11.99/mo | Yes | Oct 14, 2026 |
Each value links the page it was read from (hover for the check date).
– = not published by the vendor, or not verified yet.
How each one differs from LightUGC
- brightbean-studio · AGPL-3.0
Social media scheduling and management tool, free to use hosted or self-hosted, with calendar, approvals, inbox, analytics and an agent API.
- Licence: AGPL-3.0 (GitHub, checked Oct 14, 2026) source
- GitHub stars: 2,466 (checked Oct 14, 2026) source
- Vendor says: "Scoring and research API for AI agents BrightBean Studio Open-source social media scheduling Pricing Blog Log in Sign up Menu Features Products +" source
- Self-host: stated on the vendor's site source
- Hosted or paid plan: $119 billed monthly (Plan), $70 more than LightUGC's $49 source
- Verified features: Analytics, Public API
4 of 9 tracked details verified
Homepage captured Oct 14, 2026 - locally-uncensored · AGPL-3.0
Open-source desktop AI studio for chat, image and video generation with local models, plus a hosted cloud version that runs in the browser on a credit wallet.
- Licence: AGPL-3.0 (GitHub, checked Oct 14, 2026) source
- GitHub stars: 2,260 (checked Oct 14, 2026) source
- Vendor says: "· PHONE · PACKS FROM 15 EUR See plans and packs Free and open source. No GPU? Use LU Cloud. What's new Join Discord All releases Source on GitHub" source
- Verified features: AI assistant, Public API
3 of 9 tracked details verified
- pireel · AGPL-3.0
AI video editor where cuts are made by conversation, covering talking-head cleanup, long-video-to-shorts, montages and product demos.
- Licence: AGPL-3.0 (GitHub, checked Oct 14, 2026) source
- GitHub stars: 1,287 (checked Oct 14, 2026) source
- Vendor says: "Pireel Pricing Open source Roadmap Sign in AI video editing studio AI editing, 100× faster Smart" source
- Hosted or paid plan: $20 billed monthly (Pro), $29 less than LightUGC's $49 source
- Verified features: AI assistant
2 of 9 tracked details verified
- nodetool · AGPL-3.0
Open-source desktop and browser workspace where an AI agent writes scripts, plans shots and generates media using the user's own model provider keys.
- Licence: AGPL-3.0 (GitHub, checked Oct 14, 2026) source
- GitHub stars: 566 (checked Oct 14, 2026) source
- Vendor says: "Pricing Blog Docs Star on GitHub Agents build. You edit. Open-source agent-first creative workspace NodeTool is a free app for making media with AI." source
- Self-host: stated on the vendor's site source
- Hosted or paid plan: free; no paid plans published source
- Verified features: Templates, AI assistant
3 of 9 tracked details verified
- agnes-video-generator · MIT
Open-source web tool that turns a text script into short videos with generated scenes, voiceover and subtitles, offered free of charge.
0 of 9 tracked details verified
- Orkas-VideoStudio · MIT
Local-first desktop app where a team of AI specialist agents produces research, documents, slides, images and videos from chat instructions.
- Licence: MIT (GitHub, checked Oct 14, 2026) source
- GitHub stars: 329 (checked Oct 14, 2026) source
- Vendor says: "ไทย Türkçe Tiếng Việt العربية Your AI team · Open source · Local-first · Specialist agents Research, documents, slides, videos," source
- Self-host: stated on the vendor's site source
- Hosted or paid plan: $11.99 billed monthly (Lite), $37.01 less than LightUGC's $49 source
- Verified features: Public API
2 of 9 tracked details verified
How we picked
- Open source only: the licence is GitHub's SPDX value for the tool's repository (NOASSERTION or no licence is left out), and the tool's own website or our grounded summary says the product is open source. A company that merely publishes a repository is not counted.
- Same category or overlapping use: the tool lists at least one category the tool on this page lists; tools in its own market come first.
- Order: tools ranked on the category scorecard by rank (at least 60% of the weight with verified data), then by GitHub stars, then name. Stars are as of the date shown.
- Self-hosting is shown only when the vendor's site states it. A feature counts as missing only when the vendor's page states it; a feature the vendor does not mention is not listed either way.
- This page is built only when at least 3 tools qualify.
Every value is read from the vendor's own pages (or GitHub for licences and stars) and shown with the date we checked it. A value we could not verify is shown as a dash, never estimated, and never read as a “no”. We did not test these tools hands-on unless a listing says so. Methodology
The scorecard behind the ranks
Every one of these UGC platforms is scored by the same 7 criteria (scorecard v1). Each criterion gives 0 to 100 from the vendor's published data; the total is the weighted average. A criterion without verified data is left out and the other weights are re-normalised. A tool with under 60% of the weight covered is listed as not ranked, and so is a tool with no verified price and fewer than 2 verified features (“needs a verified price”); each score shows how many criteria it is based on. The core criteria are the same in every category; the category criteria are specific to UGC platforms. Nobody gets custom weights, including our own products.
| Criterion | Weight | Type | What we measure |
|---|---|---|---|
| Entry price | 25% | Core | Price per month of the cheapest paid plan, against the prices of other UGC platforms on the same billing basis (monthly-billed prices against monthly, annual-billed against annual).Log scale. Billed monthly: $15/month or less = 100, $299 or more = 0. Only billed annually: $5/month or less = 100, $59 or more = 0. Only free plans = 100. Usage-priced and one-time plans are not scored. |
| Free plan or trial | 15% | Core | Whether you can use the tool before paying: a free plan, or failing that a free trial, as shown on the vendor's pricing page.Free plan = 100. No free plan but a free trial = 60. The pricing page lists plans but shows neither = 0. No plans read = not scored. |
| Pricing transparency | 10% | Core | How much of the pricing is public: the share of plans with a published price ("contact sales" counts against), and whether there are at least 3 published tiers.80 x (plans with a public price / plans listed) + 20 x (public plans, up to 3) / 3. No plans read = not scored. |
| Verified features | 15% | Core | How many of the 4 features we track for this category the vendor's own pages verifiably show (analytics, team access, templates, ai assistant). This counts verified features only: a tool that documents less scores lower here, and only here.Linear: verified features / 2 (half the tracked list) x 100, capped at 100. No tracked feature verified = not scored. |
| API, integrations and export | 10% | Core | Whether a public API exists, how many integrations the vendor states, and whether the vendor documents a way to export your data.Average of the parts with data: public API yes = 100, no = 0; integrations on a log scale (100 or more = 100); a documented data export = 100. None verified = not scored. |
| Cost per user (team of 3) | 15% | Category | Monthly price per user for a team of 3, on the cheapest paid plan that is priced per seat or states room for at least 3 users.Log scale: $5 per user or less = 100, $88 or more = 0. Plans that do not state a user limit are not used. No such plan = not scored. |
| Platform coverage | 10% | Category | How many of the 15 social platforms we track the vendor says the tool supports.Linear: platforms / 10 x 100, capped at 100. No verified platform list = not scored. |
Sources are vendor pricing pages, docs and changelogs, each with the date we checked it. We did not test these tools hands-on unless a listing says so. Full formulas: methodology.
Questions, answered from the data
Is there an open source alternative to LightUGC?
Yes: 6 open-source tools share a category with LightUGC, led by brightbean-studio, locally-uncensored and pireel.
Which open source LightUGC alternative is most popular on GitHub?
brightbean-studio, with 2,466 GitHub stars (checked Oct 14, 2026).
Which licences do these alternatives use?
AGPL-3.0: 4 and MIT: 2, as GitHub reports them for each repository.
Which ones can I self-host?
brightbean-studio, nodetool and Orkas-VideoStudio state a self-hosting option on their own site.