Archives of open-source project, skill and AI model rankings
Discover tools and use the data to compare them.
Dated, sourced editions
GITHUB TOP 20
Explore the open-source projects in the GitHub ranking.
Understand this edition's data
This edition ranks measured seven-day progress. OpenSSF Scorecard does not cover enough repositories to corroborate the Top, so that signal is left out of the score. Repositories without seven-day history are omitted.
- Latest included observation
- Frozen calculation
- Publication
Calculation version : github-momentum-observed
20 entries shown in GITHUB TOP 20.
01NEW
xerj
XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without
+5 087STARS-Introduction
XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep (1974 tool). One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep. It’s durable and can replace ElasticSearch saving you x10 infra costs.
Data
5 087 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#11 editions in the Top 20 · best rank #1
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 100,0/100
- Fork velocity
- 100,0/100
- Star velocity
- 100,0/100
- Relative growth
- 100,0/100
- Repository activity
- 100,0/100
02NEW
video-shotcraft
AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 mo
+864STARS-Introduction
AI video skill for Claude Code & Codex — cinematic product videos with Remotion: 152 shot recipe cards, 209 motion previews, a production-ready template
Data
864 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#21 editions in the Top 20 · best rank #2
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 94,1/100
- Fork velocity
- 92,3/100
- Star velocity
- 97,4/100
- Relative growth
- 88,0/100
- Repository activity
- 94,0/100
03NEW
OpenCreator
Formerly KrillinAI, VideoTranslation and Dubbing Tool. Open-source AI workspace for creators, powered by Codex. Video downloading, video translation, create videos, images, voice, avatars, and edits with Agents in one place. Suitable for your Social Media like YouTube, TikTok, Instagram, etc.
+850STARSIntroduction
Formerly KrillinAI, VideoTranslation and Dubbing Tool. Open-source AI workspace for creators, powered by Codex. Video downloading, video translation, create videos, images, voice, avatars, and edits with Agents in one place. Suitable for your Social Media like YouTube, TikTok, Instagram, etc.
Data
850 stars gained in the observations for this period.
30 DAYS MOMENTUM
10.10#1518.10 00h#118.10 12h#119.10 00h-19.10 12h#34 editions in the Top 20 · best rank #1
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 94,1/100
- Fork velocity
- 96,6/100
- Star velocity
- 96,6/100
- Relative growth
- 84,6/100
- Repository activity
- 98,3/100
04↓03
dbx
25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redi
+1 389STARSIntroduction
25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库，提供桌面端、Docker、CLI、内置 AI 助手和 MCP。
Data
1 389 stars gained in the observations for this period. Down 3 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#218.10 12h#219.10 00h#119.10 12h#44 editions in the Top 20 · best rank #1
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 93,9/100
- Fork velocity
- 94,9/100
- Star velocity
- 98,3/100
- Relative growth
- 80,3/100
- Repository activity
- 100,0/100
05NEW
answer-me-with-html
Answer me with HTML — an agent skill that answers hard questions with a one-page HTML you can actually read. 让
+581STARS-Introduction
Answer me with HTML — an agent skill that answers hard questions with a one-page HTML you can actually read. 让 AI Agent 用一页 HTML 回答复杂问题。
Data
581 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#51 editions in the Top 20 · best rank #5
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 93,4/100
- Fork velocity
- 85,5/100
- Star velocity
- 94,9/100
- Relative growth
- 93,2/100
- Repository activity
- 98,9/100
06NEW
claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, com
+1 496STARS-Introduction
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Data
1 496 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#61 editions in the Top 20 · best rank #6
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 90,4/100
- Fork velocity
- 98,3/100
- Star velocity
- 99,1/100
- Relative growth
- 59,8/100
- Repository activity
- 100,0/100
07NEW
OpenBitFun
OpenBitFun combines a high-performance agent runtime written in Rust with a polished desktop application. It p
+431STARS-Introduction
OpenBitFun combines a high-performance agent runtime written in Rust with a polished desktop application. It pairs the depth of a Code Agent with open, general-purpose capabilities for work beyond software development.
Data
431 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#71 editions in the Top 20 · best rank #7
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 90,1/100
- Fork velocity
- 73,9/100
- Star velocity
- 92,3/100
- Relative growth
- 92,3/100
- Repository activity
- 99,9/100
08↓06
humanizer-local-model
Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts
+228STARSIntroduction
Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts
Data
228 stars gained in the observations for this period. Down 6 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#318.10 12h#319.10 00h#219.10 12h#84 editions in the Top 20 · best rank #2
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 89,4/100
- Fork velocity
- 80,8/100
- Star velocity
- 85,9/100
- Relative growth
- 99,1/100
- Repository activity
- 98,7/100
09↓06
jcode
High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows
+539STARSIntroduction
High performance coding agent harness written in Rust, built for heavy multi-agent dev workflows
Data
539 stars gained in the observations for this period. Down 6 places from the previous period.
30 DAYS MOMENTUM
10.10#1218.10 00h#418.10 12h#419.10 00h#319.10 12h#95 editions in the Top 20 · best rank #3
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 89,3/100
- Fork velocity
- 88,5/100
- Star velocity
- 94,0/100
- Relative growth
- 74,4/100
- Repository activity
- 99,5/100
10NEW
book-to-skill
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
+617STARS-Introduction
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
Data
617 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#101 editions in the Top 20 · best rank #10
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 88,6/100
- Fork velocity
- 91,5/100
- Star velocity
- 95,7/100
- Relative growth
- 65,8/100
- Repository activity
- 97,7/100
11↓07
PolyStrata
Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flas
+171STARSIntroduction
Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V on a second engine written for PolyStrata. One-click install for Windows and Linux, OpenAI/Anthropic API on localhost.
Data
171 stars gained in the observations for this period. Down 7 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#618.10 12h#519.10 00h#419.10 12h#114 editions in the Top 20 · best rank #4
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 87,7/100
- Fork velocity
- 80,8/100
- Star velocity
- 82,9/100
- Relative growth
- 98,3/100
- Repository activity
- 98,4/100
12NEW
openchamber
Agentic Development Environment based on OpenCode AI agent
+342STARSIntroduction
Agentic Development Environment based on OpenCode AI agent
Data
342 stars gained in the observations for this period.
30 DAYS MOMENTUM
10.10#1718.10 00h-18.10 12h-19.10 00h-19.10 12h#122 editions in the Top 20 · best rank #12
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 87,5/100
- Fork velocity
- 86,3/100
- Star velocity
- 90,6/100
- Relative growth
- 75,2/100
- Repository activity
- 100,0/100
13↓07
nautilus_trader
Production-grade Rust-native trading engine with deterministic event-driven architecture
+475STARSIntroduction
Production-grade Rust-native trading engine with deterministic event-driven architecture
Data
475 stars gained in the observations for this period. Down 7 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#718.10 12h#719.10 00h#619.10 12h#134 editions in the Top 20 · best rank #6
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 87,0/100
- Fork velocity
- 93,2/100
- Star velocity
- 93,2/100
- Relative growth
- 62,4/100
- Repository activity
- 99,2/100
14NEW
ohmygame
The open-source studio for making games with AI. Your own one-person game studio. Everything you need to make
+175STARS-Introduction
The open-source studio for making games with AI. Your own one-person game studio. Everything you need to make games with AI, in one app. Game canvas. Bring your own key.
Data
175 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#141 editions in the Top 20 · best rank #14
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 86,2/100
- Fork velocity
- 73,9/100
- Star velocity
- 83,8/100
- Relative growth
- 94,0/100
- Repository activity
- 100,0/100
15↓10
cindy
Consider it done. The open-source AI agent that works out of the box · 想到，就能做到。开源、开箱即用的 AI Agent。
+214STARSIntroduction
Consider it done. The open-source AI agent that works out of the box · 想到，就能做到。开源、开箱即用的 AI Agent。
Data
214 stars gained in the observations for this period. Down 10 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#918.10 12h#819.10 00h#519.10 12h#154 editions in the Top 20 · best rank #5
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 85,8/100
- Fork velocity
- 79,5/100
- Star velocity
- 84,6/100
- Relative growth
- 86,3/100
- Repository activity
- 100,0/100
16↓09
pi-pocket
A durable, multiplayer, mobile-first web app for Pi agents, built on Pi Durable
+143STARSIntroduction
A durable, multiplayer, mobile-first web app for Pi agents, built on Pi Durable
Data
143 stars gained in the observations for this period. Down 9 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#818.10 12h#919.10 00h#719.10 12h#164 editions in the Top 20 · best rank #7
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 85,6/100
- Fork velocity
- 75,6/100
- Star velocity
- 81,2/100
- Relative growth
- 96,6/100
- Repository activity
- 98,8/100
17↓09
edgeever
AI-native knowledge base & Evernote/Obsidian alternative with instant sync & native MCP. Free on Cloudflare or
+130STARSIntroduction
AI-native knowledge base & Evernote/Obsidian alternative with instant sync & native MCP. Free on Cloudflare or self-hosted via Docker.
Data
130 stars gained in the observations for this period. Down 9 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#1018.10 12h#619.10 00h#819.10 12h#174 editions in the Top 20 · best rank #6
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 84,3/100
- Fork velocity
- 89,7/100
- Star velocity
- 80,3/100
- Relative growth
- 81,2/100
- Repository activity
- 99,9/100
18↓09
vibe-coding-cn
Vibe Coding 非严肃开发的从入门到精通的工具箱
+236STARSIntroduction
Vibe Coding 非严肃开发的从入门到精通的工具箱
Data
236 stars gained in the observations for this period. Down 9 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#1118.10 12h#1019.10 00h#919.10 12h#184 editions in the Top 20 · best rank #9
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 83,4/100
- Fork velocity
- 94,0/100
- Star velocity
- 88,5/100
- Relative growth
- 56,4/100
- Repository activity
- 98,6/100
19NEW
awesome-seedance
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retes
+145STARS-Introduction
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 80+ installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
Data
145 stars gained in the observations for this period.
30 DAYS MOMENTUM
History is being collected10.10-18.10 00h-18.10 12h-19.10 00h-19.10 12h#191 editions in the Top 20 · best rank #19
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 82,6/100
- Fork velocity
- 67,5/100
- Star velocity
- 82,1/100
- Relative growth
- 87,2/100
- Repository activity
- 98,9/100
20↓10
ouroboros
Ouroboros — self-creating AI agent. Born Feb 16, 2026.
+126STARSIntroduction
Ouroboros — self-creating AI agent. Born Feb 16, 2026.
Data
126 stars gained in the observations for this period. Down 10 places from the previous period.
30 DAYS MOMENTUM
10.10-18.10 00h#1218.10 12h#1119.10 00h#1019.10 12h#204 editions in the Top 20 · best rank #10
Measurements, score components and sources
Score components
- Observed GitHub momentum
- 81,8/100
- Fork velocity
- 67,5/100
- Star velocity
- 79,5/100
- Relative growth
- 88,9/100
- Repository activity
- 99,8/100
