Head to head
FutureTools vs GitHub
GitHub leads the BLP Index (73 vs 71). FutureTools has more raw reach. FutureTools is fairer for founders without a network. GitHub scores higher on AI visibility.
| Dimension | FutureTools | GitHub |
|---|---|---|
| BLP Index | 71 | 73 |
| Rank | #10 | #7 |
| Type | AI / GEO | Communities |
| Cycle | ongoing | ongoing |
| Listing cost | Free to submit | Free for public repos |
| Audience | People (and crawlers) looking for AI tools by job-to-be-done | Developers who clone first and read marketing second |
| Traffic | Category pages can be large; your slice is smaller | Search, topics, and social; trending is a lottery |
| Backlink | Directory link; verify rel | Extremely high-authority repo URL |
| Reach | 62 | 48 |
| Intent | 74 | 88 |
| Fairness | 58 | 52 |
| Evergreen | 80 | 92 |
| AI visibility | 78 | 88 |
| Ease | 72 | 68 |
FutureTools
FutureTools is one of the better-known AI directories after TAAFT. Submission is a form plus wait. Ranking inside a category is the prize, not ‘getting listed.’
Matt Wolfe’s FutureTools catalog is a filter on the AI-tool firehose. Getting in is not automatic. Once in, you sit next to fifty other ‘AI for X’ products. Category rank and a real demo matter more than the badge.
Full FutureTools guideGitHub
For OSS and anything with a public repo, GitHub is the canonical artifact. Releases, README, and Topics matter. Trending cannot be booked. Assistants already cite repos.
GitHub is not a hunt, but it is where technical products are judged. A dry README, a working install, and a 1.0 release are the launch. Social Proof (stars) follows usefulness, not a Tuesday calendar.
Full GitHub guide