A weekly ranking of 40 notable startup & dev-tool repositories by real GitHub engineering-activity signals. Updated 2026-08-17.
| # | Startup / Repo | Score | Stars | Δ stars/wk | Language |
|---|---|---|---|---|---|
| 1 | n8n-io/n8n | 88 | 200,940 | +914 | TypeScript |
| 2 | ollama/ollama | 88 | 178,738 | +576 | Go |
| 3 | langchain-ai/langchain | 88 | 144,366 | +523 | Python |
| 4 | vercel/next.js | 88 | 141,783 | +78 | JavaScript |
| 5 | immich-app/immich | 88 | 110,810 | +711 | TypeScript |
| 6 | tauri-apps/tauri | 88 | 110,278 | +216 | Rust |
| 7 | supabase/supabase | 88 | 108,076 | +315 | TypeScript |
| 8 | oven-sh/bun | 87 | 95,432 | +85 | Rust |
| 9 | hoppscotch/hoppscotch | 87 | 80,047 | +44 | TypeScript |
| 10 | strapi/strapi | 87 | 72,946 | +116 | TypeScript |
| 11 | cline/cline | 87 | 66,327 | +389 | TypeScript |
| 12 | coollabsio/coolify | 87 | 60,676 | +356 | PHP |
| 13 | twentyhq/twenty | 87 | 55,020 | +395 | TypeScript |
| 14 | nocodb/nocodb | 86 | 64,561 | +81 | TypeScript |
| 15 | go-gitea/gitea | 86 | 57,424 | +138 | Go |
| 16 | appwrite/appwrite | 86 | 57,033 | +204 | TypeScript |
| 17 | run-llama/llama_index | 86 | 51,696 | +175 | Python |
| 18 | appsmithorg/appsmith | 85 | 40,680 | +68 | TypeScript |
| 19 | novuhq/novu | 85 | 39,592 | +121 | TypeScript |
| 20 | PostHog/posthog | 85 | 37,716 | +125 | Python |
| 21 | directus/directus | 85 | 37,433 | +161 | TypeScript |
| 22 | medusajs/medusa | 85 | 35,861 | +171 | TypeScript |
| 23 | qdrant/qdrant | 84 | 34,016 | +124 | Rust |
| 24 | chroma-core/chroma | 84 | 29,075 | +75 | Rust |
| 25 | plausible/analytics | 84 | 28,617 | +167 | Elixir |
| 26 | denoland/deno | 83 | 108,221 | +14 | Rust |
| 27 | activepieces/activepieces | 83 | 23,839 | +153 | TypeScript |
| 28 | documenso/documenso | 83 | 14,550 | +235 | TypeScript |
| 29 | pocketbase/pocketbase | 82 | 60,701 | +116 | Go |
| 30 | meilisearch/meilisearch | 82 | 58,988 | +68 | Rust |
| 31 | windmill-labs/windmill | 82 | 17,563 | +76 | Rust |
| 32 | triggerdotdev/trigger.dev | 82 | 16,044 | +92 | TypeScript |
| 33 | weaviate/weaviate | 81 | 16,733 | +20 | Go |
| 34 | formbricks/formbricks | 81 | 12,778 | +28 | TypeScript |
| 35 | mindsdb/mindshub | 80 | 39,592 | +67 | Makefile |
| 36 | umami-software/umami | 80 | 38,222 | +95 | TypeScript |
| 37 | typesense/typesense | 79 | 26,442 | +28 | C++ |
| 38 | unkeyed/unkey | 77 | 5,416 | +3 | Go |
| 39 | calcom/cal.diy | 75 | 47,731 | +345 | TypeScript |
| 40 | refinedev/refine | 63 | 35,524 | +37 | TypeScript |
The Momentum Score (0-100) blends three transparent, public signals: traction (star count, log-scaled), recency (days since last push), and velocity (week-over-week star growth). The exact formula is printed at the bottom of every page. Nothing here is proprietary or hidden, reproduce it yourself from the dataset.
Methodology & disclaimer. The Momentum Score reflects public software-engineering activity only. It is not investment advice, a valuation, or a recommendation to buy, sell, or fund any company. Data source: GitHub public REST API, refreshed as of 2026-08-17. Score = round(0.40·traction + 0.35·recency + 0.25·velocity), where traction=100·log10(stars+1)/5, recency is a step function of days since last push, and velocity reflects week-over-week star growth (falls back to traction on first snapshot). Full dataset: data.json (CC BY 4.0).
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By The Data Nerd · ORCID 0009-0002-2222-4112 · SSRN preprint