head to head · open source
Windmill vs social-media-research-skills
Windmill has 18,295 GitHub stars, 1,127 forks, 852 open issues and last shipped yesterday. social-media-research-skills has 4,932 stars, 96 forks, 3 open issues and last shipped 2 months ago. Windmill leads on adoption by 271% (18,295 vs 4,932 stars). Windmill is written in Rust under a custom or non-standard licence; social-media-research-skills is written in Python under MIT. Windmill has attracted 6% as many forks as stars, social-media-research-skills 2%. Windmill was the more recently maintained of the two, and both are self-hostable with no licence fee. The two share 1 topic tag (ai-agents), so they are genuine substitutes rather than adjacent tools.
Two open source projects, one decision. Both are free and self-hostable — the differences are community size, license terms, language stack and release pace.
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Side by side
| Windmill | social-media-research-skills | |
|---|---|---|
| GitHub stars | ★ 18K | ★ 4.9K |
| License | Custom / other | MIT |
| Written in | Rust | Python |
| Last push | 2026-10-27 | 2026-08-26 |
| Forks | ⑂ 1.1K | ⑂ 96 |
| Self-hosting | Yes | Yes |
| Data ownership | Your server | Your server |
pick Windmill if
- You weight community size — 18K stars and counting
- You want the Custom / other license terms
- Your stack matches Rust
- You value the larger contributor base for long-term maintenance
pick social-media-research-skills if
- You want the social-media-research-skills feature set and don't need the biggest community
- You prefer the MIT license terms
- Your stack matches Python
- You evaluated both and social-media-research-skills fits your workflow better
About Windmill
Open source developer platform for internal code: APIs, background jobs, workflows and UIs. Self hostable alternative to Retool, Pipedream, Superblocks and a simplified Temporal with autogenerated UIs and custom UIs to trigger workflows and scripts as internal apps. Scripts are turned into sharable UIs automatically, and can be composed together into flows or used into richer apps built with low code. Supported languages: Python, TypeScript, Go, Bash, SQL, GraphQL, PowerShell, Rust, and more. Try it Website Docs Discord Hub Contributing Windmill Developer platform for APIs, background jobs, workflows and UIs…
read the full Windmill overview →
About social-media-research-skills
Social Media Research Skills for AI Agents Practical AI agent skills for social media research, powered by ScrapeCreators. These skills help agents find outlier posts, mine comments, summarize transcripts, tear down competitors, analyze ad libraries, and turn public social data into useful business artifacts. This is not just endpoint routing. The goal is to give your AI agent complete research workflows it can run across TikTok, Instagram, YouTube, Reddit, X/Twitter, LinkedIn, Facebook, Threads, Bluesky, Pinterest, Rumble, ad libraries, and more. Install Works with Claude Code, Cursor, OpenAI Codex, GitHub…
read the full social-media-research-skills overview →
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Frequently asked questions
Is Windmill or social-media-research-skills more popular?
Windmill has 18,295 GitHub stars and social-media-research-skills has 4,932. Windmill has the larger community by that measure.
Are Windmill and social-media-research-skills free?
Both are open source. Windmill has no licence declared in this registry, and social-media-research-skills is licensed under MIT. Both are free to self-host.
What is the difference between Windmill and social-media-research-skills?
Windmill is written in Rust and social-media-research-skills in Python. The practical differences are community size, licence terms, language stack and release cadence — all compared in the table above.
Which should I choose, Windmill or social-media-research-skills?
Choose Windmill if you want the larger community (18,295 stars) or its Custom / other licence terms. Choose social-media-research-skills if its feature set, stack or MIT licence fits better. Both are self-hostable.