Insights
Fragmentation Index
Top open-source repositories by topic
The most popular open-source AI agents, skills, and trending projects ranked by GitHub stars for September 2025
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Topics
GitHub trending
Repositories
Developers
Repository engagements
Insights
Stats
AI agent
0.01
Competitive
-0.000
Stable
langflow-ai/langflow
4.9%
+0.6
Alibaba-NLP/DeepResearch
2.7%
+2.4
ChromeDevTools/chrome-devtools-mcp
2.4%
+2.4
openai/codex
2.3%
+0.7
ashishpatel26/500-AI-Agents-Projects
2.0%
+1.4
Others
85.7%
1238
repos
330,106
stars
Self-hosted
0.01
Competitive
-0.002
Stable
n8n-io/n8n
4.5%
+4.5
awesome-selfhosted/awesome-selfhosted
2.6%
+0.6
bytebot-ai/bytebot
2.4%
+1.6
9001/copyparty
1.6%
-2.8
immich-app/immich
1.5%
+0.3
Others
87.3%
1373
repos
213,339
stars
Curated list
0.01
Competitive
+0.000
Stable
x1xhlol/system-prompts-and-models-of-ai-tools
4.7%
+0.9
sindresorhus/awesome
4.1%
-0.7
ashishpatel26/500-AI-Agents-Projects
3.5%
+2.3
Shubhamsaboo/awesome-llm-apps
3.4%
-1.9
awesome-selfhosted/awesome-selfhosted
2.9%
+0.2
Others
81.5%
687
repos
193,690
stars
AI coding assistant
0.06
Competitive
+0.026
Consolidating
github/spec-kit
20.2%
+20.2
x1xhlol/system-prompts-and-models-of-ai-tools
6.3%
+1.8
ChromeDevTools/chrome-devtools-mcp
5.5%
+5.5
openai/codex
5.3%
+1.6
anomalyco/opencode
3.0%
-0.6
Others
59.7%
327
repos
143,349
stars
Programming examples
0.02
Competitive
-0.002
Stable
codecrafters-io/build-your-own-x
6.0%
-1.1
ashishpatel26/500-AI-Agents-Projects
4.8%
+3.3
rasbt/LLMs-from-scratch
4.0%
-1.3
jwasham/coding-interview-university
3.5%
+1.7
vinta/awesome-python
3.5%
0.0
Others
78.2%
947
repos
138,857
stars
AI workflow
0.05
Competitive
+0.004
Stable
langflow-ai/langflow
15.3%
+0.1
n8n-io/n8n
9.0%
+9.0
Zie619/n8n-workflows
8.2%
+3.3
firecrawl/firecrawl
6.5%
+6.5
agentscope-ai/agentscope
4.6%
+4.4
Others
56.4%
308
repos
106,825
stars
RAG
0.04
Competitive
+0.008
Stable
pathwaycom/pathway
11.3%
+6.7
pathwaycom/llm-app
10.4%
+6.6
Shubhamsaboo/awesome-llm-apps
7.2%
-5.3
Tencent/WeKnora
4.6%
+2.2
jd-opensource/joyagent-jdgenie
4.4%
+2.0
Others
62.0%
305
repos
91,366
stars
Workflow automation
0.03
Competitive
+0.009
Stable
n8n-io/n8n
10.5%
+10.5
Zie619/n8n-workflows
9.6%
+3.6
bytebot-ai/bytebot
5.6%
+3.2
wshobson/agents
3.5%
-4.9
HKUDS/DeepCode
2.8%
-1.8
Others
67.9%
558
repos
91,063
stars
NLP
0.03
Competitive
-0.007
Stable
Alibaba-NLP/DeepResearch
10.0%
+9.1
rasbt/LLMs-from-scratch
6.4%
-1.3
google-gemini/gemini-cli
5.5%
-1.4
PaddlePaddle/PaddleOCR
3.7%
+2.6
hiyouga/LlamaFactory
3.0%
+1.3
Others
71.4%
484
repos
87,915
stars
MCP
0.02
Competitive
+0.001
Stable
ChromeDevTools/chrome-devtools-mcp
9.4%
+9.4
xpzouying/xiaohongshu-mcp
5.2%
+4.8
modelcontextprotocol/registry
3.8%
+3.6
modelcontextprotocol/servers
3.6%
-1.0
oraios/serena
3.4%
-1.4
Others
74.6%
301
repos
83,412
stars
UI components
0.01
Competitive
+0.003
Stable
Ripple-TS/ripple
5.7%
+4.8
DavidHDev/react-bits
4.6%
+0.8
shadcn-ui/ui
2.4%
+0.1
tldraw/tldraw
2.2%
+1.7
excalidraw/excalidraw
2.0%
0.0
Others
83.1%
851
repos
79,143
stars
Document processing
0.04
Competitive
+0.014
Stable
microsoft/markitdown
13.2%
+7.5
Tencent/WeKnora
7.1%
+2.9
Stirling-Tools/Stirling-PDF
5.5%
+3.3
PaddlePaddle/PaddleOCR
5.5%
+3.2
HKUDS/RAG-Anything
5.3%
+0.1
Others
63.5%
284
repos
59,525
stars
Proxy
0.01
Competitive
-0.002
Stable
clash-verge-rev/clash-verge-rev
7.1%
+0.1
2dust/v2rayN
3.1%
+0.1
chen08209/FlClash
2.6%
+0.3
BerriAI/litellm
2.3%
0.0
lucasdillmann/nginx-ignition
2.1%
+2.1
Others
82.6%
441
repos
55,513
stars
Audio processing
0.02
Competitive
-0.007
Stable
microsoft/VibeVoice
6.4%
-5.8
QuentinFuxa/WhisperLiveKit
6.1%
-1.6
resemble-ai/chatterbox
5.8%
+4.0
CorentinJ/Real-Time-Voice-Cloning
5.7%
+5.3
Vanilagy/mediabunny
5.5%
+4.1
Others
70.5%
390
repos
48,813
stars
Web scraping
0.04
Competitive
+0.015
Stable
firecrawl/firecrawl
14.3%
+14.3
yt-dlp/yt-dlp
9.1%
-1.1
WECENG/ticket-purchase
5.4%
+5.2
unclecode/crawl4ai
4.7%
+0.2
loks666/get_jobs
3.3%
+3.1
Others
63.2%
324
repos
48,752
stars
AI infrastructure
0.02
Competitive
-0.013
Stable
musistudio/claude-code-router
5.6%
-6.9
vllm-project/vllm
5.4%
-0.3
vllm-project/semantic-router
2.9%
+2.6
BerriAI/litellm
2.8%
0.0
Eventual-Inc/Daft
2.6%
+2.3
Others
80.7%
295
repos
46,924
stars
Computer vision
0.02
Competitive
-0.010
Stable
PaddlePaddle/PaddleOCR
7.0%
+5.0
hiroi-sora/Umi-OCR
3.9%
+2.7
ultralytics/ultralytics
3.9%
+1.7
huggingface/transformers
3.5%
+1.0
QwenLM/Qwen3-VL
2.6%
+1.8
Others
79.1%
490
repos
46,337
stars
Chatbot
0.04
Competitive
-0.030
Fragmenting
emcie-co/parlant
9.5%
+1.9
asgeirtj/system_prompts_leaks
8.9%
-6.0
open-webui/open-webui
6.7%
+0.3
moeru-ai/airi
5.7%
-10.3
enescingoz/awesome-n8n-templates
4.4%
0.0
Others
64.7%
341
repos
46,167
stars
Fintech
0.07
Competitive
+0.014
Stable
juspay/hyperswitch
19.4%
+12.6
LuckyOne7777/LLM-Trading-Lab
9.1%
+5.3
shiyu-coder/Kronos
7.6%
-1.0
microsoft/qlib
5.3%
+0.8
virattt/ai-hedge-fund
4.6%
+2.5
Others
53.9%
259
repos
40,893
stars
Local LLM
0.05
Competitive
-0.009
Stable
Shubhamsaboo/awesome-llm-apps
16.5%
-2.2
open-webui/open-webui
7.7%
+0.4
hiyouga/LlamaFactory
6.6%
+3.4
ollama/ollama
5.8%
-0.4
unslothai/unsloth
3.9%
+0.4
Others
59.5%
246
repos
40,156
stars
File management
0.03
Competitive
-0.047
Fragmenting
9001/copyparty
8.9%
-16.2
immich-app/immich
8.3%
+1.6
Termix-SSH/Termix
7.5%
+5.2
localsend/localsend
3.9%
+0.6
files-community/Files
3.1%
+2.1
Others
68.4%
285
repos
39,325
stars
Pentesting
0.02
Competitive
+0.003
Stable
trufflesecurity/trufflehog
5.9%
+5.1
0x4m4/hexstrike-ai
4.8%
+0.4
Hack-with-Github/Awesome-Hacking
4.1%
+0.1
aliasrobotics/cai
3.2%
-0.6
usestrix/strix
3.2%
+1.8
Others
78.7%
585
repos
36,524
stars
Monitoring
0.01
Competitive
-0.007
Stable
henrygd/beszel
3.8%
+1.7
louislam/uptime-kuma
3.4%
-1.9
domcyrus/rustnet
3.3%
+3.3
ccfos/nightingale
3.2%
+3.0
sansan0/TrendRadar
3.2%
+0.2
Others
83.0%
393
repos
34,564
stars
AI image generation
0.03
Competitive
-0.010
Stable
Comfy-Org/ComfyUI
8.7%
-0.5
11cafe/jaaz
7.7%
+5.7
ultralytics/ultralytics
5.6%
+2.0
Tencent-Hunyuan/HunyuanImage-3.0
4.4%
+4.4
AUTOMATIC1111/stable-diffusion-webui
3.7%
+0.3
Others
70.0%
337
repos
32,040
stars
AI voice
0.04
Competitive
-0.040
Fragmenting
microsoft/VibeVoice
10.8%
-4.6
QuentinFuxa/WhisperLiveKit
10.4%
+0.6
CorentinJ/Real-Time-Voice-Cloning
9.7%
+9.2
OpenBMB/VoxCPM
5.2%
+5.2
TEN-framework/ten-framework
3.3%
+2.5
Others
60.5%
205
repos
28,668
stars
Cloud native
0.01
Competitive
+0.001
Stable
kubevela/kubevela
2.8%
+2.6
kubernetes/kubernetes
2.8%
+0.2
traefik/traefik
2.5%
+0.1
SmythOS/sre
2.2%
+1.5
freelensapp/freelens
2.1%
+1.2
Others
87.7%
361
repos
24,527
stars
Text to speech
0.06
Competitive
-0.052
Fragmenting
microsoft/VibeVoice
13.6%
-5.3
resemble-ai/chatterbox
12.4%
+9.5
CorentinJ/Real-Time-Voice-Cloning
12.2%
+11.5
OpenBMB/VoxCPM
6.6%
+6.6
TEN-framework/ten-framework
4.2%
+3.2
Others
51.2%
136
repos
22,900
stars
Search
0.05
Competitive
-0.001
Stable
twitter/the-algorithm
16.9%
+16.3
fish2018/pansou
9.9%
-8.4
elastic/elasticsearch
5.6%
+4.1
BurntSushi/ripgrep
3.6%
-0.3
junegunn/fzf
3.4%
-0.8
Others
60.6%
189
repos
22,587
stars
Emulator
0.02
Competitive
-0.022
Fragmenting
winapps-org/winapps
9.1%
-8.8
ghostty-org/ghostty
6.9%
+1.9
termux/termux-app
4.6%
+0.7
dockur/macos
3.6%
+1.0
brunodev85/winlator
2.3%
+0.5
Others
73.6%
289
repos
21,911
stars
AI video generation
0.07
Competitive
+0.039
Consolidating
harry0703/MoneyPrinterTurbo
19.2%
+13.6
11cafe/jaaz
11.5%
+8.0
huggingface/transformers
7.7%
+0.4
YILS-LIN/short-video-factory
4.2%
+0.3
hacksider/Deep-Live-Cam
4.1%
+0.1
Others
53.3%
226
repos
21,362
stars
Authentication
0.02
Competitive
-0.012
Stable
supabase/supabase
8.0%
+2.2
better-auth/better-auth
7.7%
+1.3
oauth2-proxy/oauth2-proxy
3.8%
+3.1
tadata-org/fastapi_mcp
3.5%
-8.5
keycloak/keycloak
3.0%
+0.9
Others
74.0%
297
repos
20,100
stars
Static analysis
0.03
Competitive
-0.002
Stable
Done-0/fuck-u-code
6.9%
-4.5
NationalSecurityAgency/ghidra
5.6%
+1.2
carthage-software/mago
5.5%
+4.8
j178/prek
5.5%
+3.3
ast-grep/ast-grep
5.3%
+4.3
Others
71.2%
242
repos
20,074
stars
Game development
0.01
Competitive
-0.000
Stable
godotengine/godot
5.5%
-1.5
bevyengine/bevy
5.4%
+2.3
4ian/GDevelop
2.9%
+0.1
ThirteenAG/GTAIV.EFLC.FusionFix
2.1%
+2.0
raysan5/raylib
2.0%
-0.7
Others
82.1%
447
repos
19,832
stars
Robotics
0.07
Competitive
+0.049
Consolidating
Physical-Intelligence/openpi
19.6%
+16.5
Vector-Wangel/XLeRobot
12.9%
+9.9
commaai/openpilot
11.0%
+7.1
huggingface/lerobot
4.3%
-2.6
ClemensElflein/OpenMower
2.6%
-6.2
Others
49.7%
174
repos
17,854
stars
Headless browser
0.06
Competitive
-0.000
Stable
microsoft/playwright-mcp
13.5%
+1.3
unclecode/crawl4ai
13.1%
+4.9
microsoft/playwright
6.9%
+1.7
NanmiCoder/MediaCrawler
6.7%
-1.8
tw93/Pake
4.1%
-1.1
Others
55.7%
111
repos
17,333
stars
Video editing
0.30
Dominated
+0.185
Consolidating
OpenCut-app/OpenCut
52.1%
+23.0
Vanilagy/mediabunny
16.1%
+9.4
YILS-LIN/short-video-factory
5.3%
-1.7
FFmpeg/FFmpeg
4.8%
-6.7
mifi/lossless-cut
3.1%
-2.8
Others
18.7%
85
repos
16,728
stars
Data streaming
0.42
Dominated
+0.254
Consolidating
pathwaycom/pathway
64.2%
+25.5
ClassicOldSong/Apollo
2.9%
-1.8
bluenviron/mediamtx
2.2%
-2.3
nats-io/nats-server
1.7%
-3.1
apache/kafka
1.5%
-0.9
Others
27.5%
92
repos
16,095
stars
Observability
0.02
Competitive
-0.007
Stable
comet-ml/opik
7.1%
-1.7
langfuse/langfuse
7.1%
-0.5
netdata/netdata
4.4%
+1.1
gofr-dev/gofr
3.6%
+3.0
grafana/grafana
3.5%
+0.3
Others
74.4%
178
repos
14,730
stars
Design system
0.04
Competitive
+0.008
Stable
shadcn-ui/ui
12.9%
+0.6
heroui-inc/heroui
10.4%
+7.9
vercel/ai-elements
3.2%
+1.7
ant-design/ant-design
3.1%
+0.5
magicuidesign/magicui
3.0%
-0.7
Others
67.5%
138
repos
14,715
stars
Data visualization
0.02
Competitive
-0.017
Stable
Canner/WrenAI
7.1%
-1.6
mermaid-js/mermaid
5.2%
+1.3
apple/embedding-atlas
4.1%
-9.0
apache/superset
3.9%
+1.6
chartdb/chartdb
3.5%
-0.9
Others
76.1%
200
repos
14,484
stars
E-commerce
0.09
Competitive
+0.008
Stable
google-agentic-commerce/AP2
17.3%
+17.3
bagisto/bagisto
16.8%
+6.1
bagisto/opensource-ecommerce-mobile-app
15.8%
+6.7
Usagi-org/ai-goofish-monitor
4.8%
-18.2
dotnet/eShop
4.0%
+1.8
Others
41.3%
124
repos
11,967
stars
IoT
0.03
Competitive
+0.001
Stable
78/xiaozhi-esp32
9.1%
-0.7
home-assistant/core
7.7%
+1.3
openwrt/openwrt
6.0%
+2.3
xinnan-tech/xiaozhi-esp32-server
4.3%
-0.6
apache/iotdb
3.6%
+3.3
Others
69.3%
172
repos
9,718
stars
Image editing
0.04
Competitive
-0.095
Fragmenting
GraphiteEditor/Graphite
9.1%
+5.0
QwenLM/Qwen-Image
8.6%
-17.3
upscayl/upscayl
7.0%
+0.8
CyberTimon/RapidRAW
4.8%
+2.4
PixiEditor/PixiEditor
4.7%
-18.5
Others
65.8%
107
repos
9,602
stars
AI skills
0.18
Mixed
-0.073
Fragmenting
microsoft/AI-For-Beginners
30.6%
+24.3
hesreallyhim/awesome-claude-code
20.8%
-20.4
automazeio/ccpm
17.0%
-10.3
DataTalksClub/machine-learning-zoomcamp
10.4%
+7.3
zhayujie/chatgpt-on-wechat
5.9%
+2.0
Others
15.4%
111
repos
9,494
stars
AI translation
0.05
Competitive
-0.032
Fragmenting
PDFMathTranslate/PDFMathTranslate
15.7%
+11.0
NEKOparapa/AiNiee
7.6%
+5.5
WEIFENG2333/VideoCaptioner
6.4%
-0.7
HIllya51/LunaTranslator
5.4%
+0.6
Bistutu/FluentRead
5.4%
-8.6
Others
59.5%
72
repos
9,239
stars
AI memory
0.09
Competitive
+0.002
Stable
mem0ai/mem0
18.4%
+3.2
memvid/memvid
16.5%
+15.7
MemoriLabs/Memori
9.3%
+5.8
topoteretes/cognee
7.0%
+3.5
zhayujie/chatgpt-on-wechat
6.4%
+1.7
Others
42.4%
57
repos
8,851
stars
Vector database
0.08
Competitive
-0.040
Fragmenting
elastic/elasticsearch
16.0%
+12.1
yichuan-w/LEANN
12.8%
-6.0
chroma-core/chroma
10.5%
-5.2
qdrant/qdrant
9.6%
+2.6
zilliztech/claude-context
8.2%
-13.6
Others
43.0%
47
repos
7,993
stars
Crypto trading
0.16
Mixed
-0.177
Fragmenting
freqtrade/freqtrade
28.7%
+18.4
ccxt/ccxt
21.8%
+16.2
nautechsystems/nautilus_trader
14.0%
-42.0
hummingbot/hummingbot
6.6%
0.0
Drakkar-Software/OctoBot
3.0%
-1.2
Others
25.9%
66
repos
5,317
stars
WebAssembly
0.03
Competitive
-0.007
Stable
jart/cosmopolitan
6.8%
+4.8
leaningtech/webvm
5.3%
+3.3
flet-dev/flet
4.5%
-4.2
electric-sql/pglite
4.1%
-0.3
huggingface/transformers.js
4.0%
+0.6
Others
75.4%
99
repos
5,251
stars
3D generation
0.05
Competitive
+0.002
Stable
Adam-CAD/CADAM
10.9%
+10.9
graphdeco-inria/gaussian-splatting
8.9%
+0.4
OrcaSlicer/OrcaSlicer
8.5%
+0.8
Tencent-Hunyuan/Hunyuan3D-2
8.5%
-2.3
FreeCAD/FreeCAD
8.1%
-2.3
Others
55.0%
96
repos
5,052
stars
Home automation
0.04
Competitive
+0.008
Stable
home-assistant/core
15.3%
+1.7
leukipp/touchkio
7.7%
+6.8
cassandra/home-information
5.8%
+5.8
XiaoMi/ha_xiaomi_home
4.2%
-0.7
wled/WLED
3.2%
+0.1
Others
63.9%
122
repos
4,901
stars
Digital human
0.33
Dominated
-0.333
Fragmenting
moeru-ai/airi
56.0%
-25.1
duixcom/Duix-Avatar
5.4%
+2.9
joonspk-research/generative_agents
4.8%
+3.5
lipku/LiveTalking
4.0%
+1.6
xming521/WeClone
3.6%
+1.2
Others
26.2%
43
repos
4,700
stars
Bundler
0.10
Competitive
-0.010
Stable
tauri-apps/tauri
22.2%
-0.6
vitejs/vite
13.4%
+1.2
oven-sh/bun
13.2%
-3.6
vercel/turborepo
5.1%
-0.2
wxt-dev/wxt
4.5%
-1.2
Others
41.5%
56
repos
4,599
stars
Headless CMS
0.11
Competitive
-0.003
Stable
payloadcms/payload
17.7%
+0.6
directus/directus
16.9%
+7.4
strapi/strapi
14.7%
-0.4
TryGhost/Ghost
11.2%
-0.6
halo-dev/halo
9.0%
-8.1
Others
30.4%
48
repos
3,263
stars
Database backup
0.08
Competitive
-0.006
Stable
restic/restic
15.8%
-1.8
mtkennerly/ludusavi
11.4%
+7.4
garethgeorge/backrest
10.9%
+2.4
eduardolat/pgbackweb
9.6%
+7.6
XayahSuSuSu/Android-DataBackup
8.3%
+2.0
Others
44.1%
44
repos
2,395
stars
Resume building
0.16
Mixed
-0.226
Fragmenting
JOYCEQL/magic-resume
28.3%
+26.2
srbhr/Resume-Matcher
22.0%
-38.8
posquit0/Awesome-CV
11.0%
+4.4
maurodesouza/profile-readme-generator
7.9%
+1.9
xitanggg/open-resume
5.9%
+2.1
Others
24.9%
20
repos
1,968
stars
Synthetic data
0.18
Mixed
-0.015
Stable
ConardLi/easy-dataset
35.8%
-2.6
faker-js/faker
13.3%
+2.2
PolymathicAI/the_well
11.2%
+9.7
Kiln-AI/Kiln
8.7%
+3.7
joke2k/faker
5.5%
-0.2
Others
25.4%
26
repos
1,476
stars