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 July 2025
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Topics
GitHub trending
Repositories
Developers
Repository engagements
Insights
Stats
AI agent
0.01
Competitive
-0.016
Stable
google-gemini/gemini-cli
4.9%
-8.7
langflow-ai/langflow
3.3%
-0.7
coze-dev/coze-studio
3.3%
+3.3
TauricResearch/TradingAgents
2.9%
+1.2
anthropics/claude-code
2.6%
+0.8
Others
83.1%
1234
repos
403,829
stars
Self-hosted
0.01
Competitive
-0.000
Stable
9001/copyparty
5.5%
+5.5
n8n-io/n8n
4.5%
-0.9
maybe-finance/maybe
2.9%
+2.8
rustfs/rustfs
2.3%
+2.3
awesome-selfhosted/awesome-selfhosted
2.0%
+0.1
Others
82.7%
1373
repos
267,373
stars
Curated list
0.02
Competitive
-0.006
Stable
sindresorhus/awesome
5.6%
-1.1
x1xhlol/system-prompts-and-models-of-ai-tools
4.5%
-0.2
Shubhamsaboo/awesome-llm-apps
3.4%
-3.6
ripienaar/free-for-dev
3.1%
+0.9
hesreallyhim/awesome-claude-code
2.9%
+2.1
Others
80.5%
687
repos
206,606
stars
Programming examples
0.02
Competitive
+0.000
Stable
codecrafters-io/build-your-own-x
8.9%
+2.1
datawhalechina/happy-llm
5.7%
+2.6
microsoft/generative-ai-for-beginners
4.3%
+2.5
donnemartin/system-design-primer
3.1%
-2.2
vinta/awesome-python
3.0%
+0.6
Others
75.0%
945
repos
156,399
stars
AI coding assistant
0.03
Competitive
-0.023
Fragmenting
anthropics/claude-code
7.0%
-0.1
x1xhlol/system-prompts-and-models-of-ai-tools
6.3%
-5.7
anomalyco/opencode
5.3%
-3.3
shareAI-lab/learn-claude-code
5.2%
+5.2
coleam00/context-engineering-intro
5.1%
+5.1
Others
71.1%
327
repos
148,047
stars
NLP
0.04
Competitive
-0.087
Fragmenting
google-gemini/gemini-cli
15.5%
-19.5
srbhr/Resume-Matcher
9.2%
+9.0
MoonshotAI/Kimi-K2
5.7%
+5.7
QwenLM/Qwen3-Coder
4.2%
+4.1
Alibaba-NLP/DeepResearch
3.3%
+2.9
Others
62.2%
483
repos
128,065
stars
AI workflow
0.05
Competitive
-0.002
Stable
langflow-ai/langflow
12.5%
-0.8
n8n-io/n8n
11.3%
-0.7
Zie619/n8n-workflows
8.8%
-0.3
musistudio/claude-code-router
6.1%
+4.0
czlonkowski/n8n-mcp
4.1%
+4.0
Others
57.2%
308
repos
106,198
stars
Workflow automation
0.05
Competitive
+0.004
Stable
coze-dev/coze-studio
13.1%
+13.1
n8n-io/n8n
11.9%
-2.9
Zie619/n8n-workflows
9.2%
-2.0
czlonkowski/n8n-mcp
4.3%
+4.2
wshobson/agents
3.5%
+3.5
Others
58.0%
557
repos
100,828
stars
MCP
0.02
Competitive
-0.003
Stable
googleapis/genai-toolbox
7.2%
+6.6
modelcontextprotocol/servers
5.9%
-2.1
czlonkowski/n8n-mcp
4.7%
+4.6
github/github-mcp-server
3.4%
+1.1
hangwin/mcp-chrome
3.3%
+1.7
Others
75.6%
301
repos
92,681
stars
UI components
0.01
Competitive
-0.003
Stable
DavidHDev/react-bits
5.0%
-0.3
shadcn-ui/ui
2.7%
-0.2
excalidraw/excalidraw
2.4%
-0.1
superdesigndev/superdesign
2.3%
+1.7
anomalyco/opentui
1.6%
+1.6
Others
86.1%
851
repos
81,250
stars
RAG
0.03
Competitive
-0.021
Fragmenting
Shubhamsaboo/awesome-llm-apps
9.7%
-7.4
langgenius/dify
5.9%
-0.4
open-webui/open-webui
5.7%
+1.0
davidkimai/Context-Engineering
5.0%
+4.9
jd-opensource/joyagent-jdgenie
4.5%
+4.5
Others
69.2%
305
repos
72,244
stars
Proxy
0.02
Competitive
+0.001
Stable
clash-verge-rev/clash-verge-rev
7.2%
-0.3
fosrl/pangolin
4.9%
+2.4
snailyp/gemini-balance
3.0%
+2.4
BerriAI/litellm
3.0%
+0.3
2dust/v2rayN
3.0%
-0.4
Others
78.9%
440
repos
64,623
stars
Web scraping
0.05
Competitive
+0.021
Consolidating
NanmiCoder/MediaCrawler
17.2%
+14.5
yt-dlp/yt-dlp
6.1%
-3.0
Usagi-org/ai-goofish-monitor
5.6%
+5.6
unclecode/crawl4ai
5.4%
-0.4
firecrawl/firecrawl
4.5%
-1.5
Others
61.3%
324
repos
61,409
stars
AI infrastructure
0.03
Competitive
+0.009
Stable
musistudio/claude-code-router
12.4%
+8.1
vllm-project/vllm
5.0%
-0.1
BerriAI/litellm
3.7%
+1.0
tbphp/gpt-load
2.7%
+0.5
LMCache/LMCache
2.7%
+0.5
Others
73.5%
292
repos
52,455
stars
Local LLM
0.04
Competitive
-0.026
Fragmenting
Shubhamsaboo/awesome-llm-apps
13.5%
-5.0
open-webui/open-webui
7.9%
+2.8
ollama/ollama
6.2%
+2.2
datawhalechina/self-llm
4.5%
-0.8
hiyouga/LlamaFactory
4.1%
+1.5
Others
63.7%
246
repos
51,931
stars
Document processing
0.06
Competitive
+0.015
Stable
microsoft/markitdown
20.7%
+17.2
opendatalab/MinerU
7.2%
+7.2
docling-project/docling
3.7%
-1.7
chatdoc-com/OCRFlux
2.9%
+1.7
Stirling-Tools/Stirling-PDF
2.4%
-2.9
Others
63.1%
284
repos
49,368
stars
Computer vision
0.02
Competitive
+0.009
Stable
roboflow/supervision
11.4%
+11.1
huggingface/transformers
3.3%
+0.3
ultralytics/ultralytics
2.9%
+0.4
PaddlePaddle/PaddleOCR
2.3%
-0.6
facebookresearch/vggt
2.1%
-2.7
Others
77.9%
486
repos
49,280
stars
Fintech
0.11
Competitive
+0.023
Consolidating
TauricResearch/TradingAgents
23.7%
+4.4
maybe-finance/maybe
16.1%
+14.6
OpenBB-finance/OpenBB
10.3%
+9.0
hsliuping/TradingAgents-CN
8.3%
+8.3
juspay/hyperswitch
4.4%
+1.0
Others
37.2%
259
repos
48,838
stars
File management
0.11
Competitive
+0.033
Consolidating
9001/copyparty
30.6%
+30.4
OpenListTeam/OpenList
6.8%
-17.3
immich-app/immich
5.1%
-0.7
localsend/localsend
3.6%
-0.9
XiaoYouChR/Ghost-Downloader-3
1.9%
+1.4
Others
52.0%
286
repos
48,315
stars
Monitoring
0.03
Competitive
+0.011
Stable
GyulyVGC/sniffnet
9.4%
+5.0
coze-dev/coze-loop
8.9%
+8.9
Usagi-org/ai-goofish-monitor
7.3%
+7.3
bluewave-labs/Checkmate
3.3%
new
comet-ml/opik
3.2%
-1.3
Others
67.9%
393
repos
46,846
stars
Chatbot
0.03
Competitive
-0.011
Stable
open-webui/open-webui
9.5%
+1.7
enescingoz/awesome-n8n-templates
5.5%
+1.4
f/prompts.chat
4.8%
-0.3
CherryHQ/cherry-studio
4.0%
+0.6
janhq/jan
3.6%
-5.5
Others
72.7%
337
repos
43,188
stars
Headless browser
0.12
Competitive
+0.065
Consolidating
NanmiCoder/MediaCrawler
28.7%
+23.8
Usagi-org/ai-goofish-monitor
9.4%
+9.4
unclecode/crawl4ai
9.0%
-1.8
m1k1o/neko
8.0%
+2.2
microsoft/playwright-mcp
6.7%
-5.6
Others
38.2%
111
repos
36,712
stars
Audio processing
0.01
Competitive
-0.014
Stable
openai/whisper
5.2%
+1.0
huggingface/transformers
4.7%
+1.4
RVC-Boss/GPT-SoVITS
3.7%
+0.4
resemble-ai/chatterbox
2.6%
-9.2
maotoumao/MusicFreeDesktop
2.2%
+1.5
Others
81.7%
389
repos
35,106
stars
AI image generation
0.02
Competitive
-0.005
Stable
Comfy-Org/ComfyUI
8.9%
+0.9
ultralytics/ultralytics
4.3%
+1.1
AUTOMATIC1111/stable-diffusion-webui
3.8%
+0.3
facebookresearch/vggt
3.2%
-3.0
VectorSpaceLab/OmniGen2
2.9%
-4.5
Others
77.0%
337
repos
33,030
stars
Pentesting
0.01
Competitive
+0.003
Stable
swisskyrepo/PayloadsAllTheThings
6.7%
+3.2
gitleaks/gitleaks
4.6%
+0.5
Hack-with-Github/Awesome-Hacking
4.5%
+0.3
farhanashrafdev/90DaysOfCyberSecurity
2.9%
-1.2
danielmiessler/SecLists
2.5%
+0.2
Others
78.8%
583
repos
32,264
stars
Emulator
0.04
Competitive
+0.014
Stable
dockur/macos
13.7%
+13.0
shadps4-emu/shadPS4
8.2%
+6.7
ghostty-org/ghostty
4.3%
-1.9
leaningtech/webvm
3.6%
-1.6
termux/termux-app
3.3%
-0.9
Others
66.9%
290
repos
28,111
stars
Video editing
0.61
Dominated
+0.323
Consolidating
OpenCut-app/OpenCut
77.9%
+25.7
FFmpeg/FFmpeg
2.7%
-3.6
mifi/lossless-cut
2.5%
-1.9
remotion-dev/remotion
2.4%
-0.6
linyqh/NarratoAI
1.5%
-2.6
Others
13.1%
85
repos
28,038
stars
Authentication
0.03
Competitive
-0.013
Stable
better-auth/better-auth
8.7%
+3.9
supabase/supabase
5.2%
+0.1
Infisical/infisical
5.0%
+3.7
steveiliop56/tinyauth
3.5%
+2.3
tiagozip/cap
3.4%
-2.1
Others
74.2%
297
repos
27,961
stars
Cloud native
0.01
Competitive
-0.003
Stable
kubernetes/kubernetes
2.7%
+0.3
containers/podman
2.6%
+1.0
psviderski/uncloud
2.2%
-1.9
kelseyhightower/kubernetes-the-hard-way
2.0%
-0.5
traefik/traefik
2.0%
+0.4
Others
88.5%
361
repos
26,141
stars
AI video generation
0.03
Competitive
-0.001
Stable
PancakeTAS/lsfg-vk
10.9%
+10.9
huggingface/transformers
7.4%
+1.3
harry0703/MoneyPrinterTurbo
5.4%
-5.5
hacksider/Deep-Live-Cam
4.1%
-2.7
Wan-Video/Wan2.1
3.8%
+0.4
Others
68.4%
226
repos
22,420
stars
Game development
0.01
Competitive
-0.003
Stable
godotengine/godot
5.1%
+0.5
4ian/GDevelop
3.1%
+0.1
bevyengine/bevy
2.4%
-0.2
raysan5/raylib
2.1%
-0.4
HarbourMasters/SpaghettiKart
2.0%
-4.1
Others
85.2%
444
repos
20,968
stars
Search
0.03
Competitive
+0.005
Stable
zaidmukaddam/scira
9.1%
+7.8
zilliztech/claude-context
5.4%
+5.4
junegunn/fzf
5.4%
-0.3
arc53/DocsGPT
5.0%
+3.8
searxng/searxng
3.8%
-0.4
Others
71.3%
187
repos
20,551
stars
AI voice
0.02
Competitive
-0.000
Stable
RVC-Boss/GPT-SoVITS
6.3%
-0.3
myshell-ai/OpenVoice
4.7%
+2.9
RVC-Project/Retrieval-based-Voice-Conversion-WebUI
3.5%
0.0
mudler/LocalAI
3.5%
0.0
TEN-framework/ten-framework
3.4%
+2.1
Others
78.7%
204
repos
20,516
stars
Data visualization
0.02
Competitive
-0.000
Stable
AykutSarac/jsoncrack.com
9.1%
+2.3
mermaid-js/mermaid
5.2%
-0.6
Canner/WrenAI
3.6%
+0.3
dataease/dataease
3.3%
+1.9
antvis/mcp-server-chart
3.2%
-2.2
Others
75.5%
200
repos
18,589
stars
Static analysis
0.02
Competitive
-0.001
Stable
gitleaks/gitleaks
8.0%
+0.9
NationalSecurityAgency/ghidra
5.1%
+0.4
astral-sh/ruff
4.5%
-0.6
Done-0/fuck-u-code
4.2%
+3.6
astral-sh/ty
4.2%
-2.2
Others
74.0%
242
repos
18,511
stars
Observability
0.03
Competitive
-0.026
Fragmenting
comet-ml/opik
8.9%
+2.1
langfuse/langfuse
7.6%
+1.1
gofr-dev/gofr
6.0%
0.0
tensorzero/tensorzero
5.9%
-13.0
grafana/grafana
3.5%
+0.8
Others
68.0%
178
repos
16,547
stars
Design system
0.04
Competitive
-0.022
Fragmenting
shadcn-ui/ui
13.7%
+1.4
untitleduico/react
5.4%
+5.4
shadcnblocks/kibo
4.8%
+3.5
magicuidesign/magicui
4.5%
+1.4
mui/base-ui
4.4%
-3.6
Others
67.2%
138
repos
16,079
stars
Text to speech
0.03
Competitive
-0.049
Fragmenting
RVC-Boss/GPT-SoVITS
8.4%
+1.5
myshell-ai/OpenVoice
6.2%
+4.4
resemble-ai/chatterbox
5.9%
-19.0
coqui-ai/TTS
4.9%
+1.3
TEN-framework/ten-framework
4.5%
+3.1
Others
70.1%
136
repos
15,364
stars
Image editing
0.12
Competitive
+0.009
Stable
GraphiteEditor/Graphite
30.0%
+1.5
CyberTimon/RapidRAW
13.5%
+12.8
black-forest-labs/flux
5.2%
-3.1
upscayl/upscayl
4.6%
+0.6
Zeyi-Lin/HivisionIDPhotos
4.2%
-2.1
Others
42.5%
107
repos
14,850
stars
Resume building
0.70
Dominated
+0.517
Consolidating
srbhr/Resume-Matcher
83.3%
+74.9
Nutlope/self.so
4.0%
-33.8
amruthpillai/reactive-resume
3.1%
new
maurodesouza/profile-readme-generator
2.8%
-4.3
posquit0/Awesome-CV
2.1%
-8.9
Others
4.7%
21
repos
14,100
stars
Robotics
0.04
Competitive
+0.002
Stable
Genesis-Embodied-AI/Genesis
12.0%
+10.1
commaai/openpilot
11.9%
+9.9
huggingface/lerobot
7.2%
-5.8
isaac-sim/IsaacLab
3.7%
+1.2
Physical-Intelligence/openpi
2.7%
-0.5
Others
62.4%
174
repos
12,175
stars
IoT
0.04
Competitive
-0.012
Stable
78/xiaozhi-esp32
13.2%
-4.5
home-assistant/core
6.5%
+0.7
xinnan-tech/xiaozhi-esp32-server
6.3%
+0.5
zephyrproject-rtos/zephyr
3.4%
+1.3
microsoft/IoT-For-Beginners
3.4%
+2.0
Others
67.3%
171
repos
10,468
stars
AI translation
0.06
Competitive
+0.016
Stable
WEIFENG2333/VideoCaptioner
15.1%
+10.1
pot-app/pot-desktop
12.0%
+3.1
PDFMathTranslate/PDFMathTranslate
7.8%
-2.3
Huanshere/VideoLingo
7.6%
+4.7
HIllya51/LunaTranslator
4.9%
+1.8
Others
52.6%
71
repos
10,402
stars
E-commerce
0.13
Competitive
+0.092
Consolidating
Usagi-org/ai-goofish-monitor
33.3%
+33.3
vercel/commerce
8.6%
+6.4
bagisto/bagisto
6.5%
-3.1
bagisto/opensource-ecommerce-mobile-app
5.4%
-2.9
medusajs/medusa
4.6%
-3.0
Others
41.5%
123
repos
10,330
stars
AI skills
0.38
Dominated
+0.209
Consolidating
hesreallyhim/awesome-claude-code
60.6%
+24.7
microsoft/AI-For-Beginners
9.4%
-2.1
ashishps1/learn-ai-engineering
6.3%
+3.4
zhayujie/chatgpt-on-wechat
4.3%
-8.5
evalstate/fast-agent
3.2%
-4.6
Others
16.3%
111
repos
10,011
stars
AI memory
0.11
Competitive
-0.126
Fragmenting
MemTensor/MemOS
21.2%
+21.2
mem0ai/mem0
20.1%
+6.3
mindverse/Second-Me
7.7%
+4.5
Mirix-AI/MIRIX
7.5%
+7.5
topoteretes/cognee
6.2%
-14.1
Others
37.4%
57
repos
9,639
stars
Data streaming
0.05
Competitive
-0.054
Fragmenting
pathwaycom/pathway
15.8%
-13.8
bluenviron/mediamtx
11.0%
+5.4
ClassicOldSong/Apollo
5.7%
-2.4
risingwavelabs/risingwave
3.4%
+1.6
apache/kafka
3.3%
+0.6
Others
60.8%
92
repos
7,666
stars
WebAssembly
0.04
Competitive
-0.061
Fragmenting
leaningtech/webvm
14.5%
+3.2
WasmEdge/WasmEdge
6.3%
+5.1
huggingface/transformers.js
4.7%
+2.5
VERT-sh/VERT
3.9%
-8.3
xiangechen/chili3d
3.6%
-22.5
Others
67.0%
99
repos
7,034
stars
Vector database
0.08
Competitive
+0.004
Stable
zilliztech/claude-context
16.9%
+16.9
qdrant/qdrant
9.9%
-0.9
chroma-core/chroma
9.9%
-2.6
pgvector/pgvector
7.8%
-2.1
redis/redis
7.7%
-1.2
Others
47.7%
46
repos
6,591
stars
Headless CMS
0.17
Mixed
+0.065
Consolidating
strapi/strapi
33.2%
+20.7
directus/directus
16.2%
+8.0
payloadcms/payload
15.1%
-9.5
TryGhost/Ghost
9.3%
+0.3
halo-dev/halo
4.6%
-5.0
Others
21.6%
48
repos
5,258
stars
Bundler
0.10
Competitive
+0.008
Stable
tauri-apps/tauri
22.6%
+3.9
oven-sh/bun
13.2%
+3.4
vitejs/vite
12.8%
-3.5
vercel/turborepo
6.3%
+2.0
wxt-dev/wxt
5.9%
+0.3
Others
39.2%
56
repos
5,199
stars
Home automation
0.04
Competitive
+0.001
Stable
home-assistant/core
13.5%
-1.0
home-assistant/home-assistant.io
8.2%
+5.1
evcc-io/evcc
5.2%
+1.4
XiaoMi/ha_xiaomi_home
5.1%
-2.2
Clooos/Bubble-Card
4.1%
+2.4
Others
63.9%
122
repos
5,031
stars
3D generation
0.05
Competitive
-0.035
Fragmenting
FreeCAD/FreeCAD
10.7%
+4.3
Tencent-Hunyuan/Hunyuan3D-2
10.5%
+0.2
graphdeco-inria/gaussian-splatting
10.0%
+2.9
Tencent-Hunyuan/Hunyuan3D-2.1
7.6%
-16.1
OrcaSlicer/OrcaSlicer
6.0%
+1.8
Others
55.3%
96
repos
4,536
stars
Crypto trading
0.11
Competitive
-0.198
Fragmenting
freqtrade/freqtrade
23.3%
+13.0
hummingbot/hummingbot
16.9%
+12.5
nautechsystems/nautilus_trader
12.5%
-41.6
ccxt/ccxt
9.4%
+2.7
paperswithbacktest/awesome-systematic-trading
4.2%
+1.2
Others
33.7%
66
repos
4,213
stars
Digital human
0.10
Competitive
-0.065
Fragmenting
xming521/WeClone
17.7%
-15.2
moeru-ai/airi
16.6%
+11.1
duixcom/Duix-Avatar
14.1%
-0.7
Tencent-Hunyuan/HunyuanVideo-Avatar
6.1%
-7.6
lipku/LiveTalking
5.8%
+2.5
Others
39.7%
43
repos
3,759
stars
Database backup
0.11
Competitive
+0.021
Consolidating
PlakarKorp/plakar
22.4%
+20.5
kopia/kopia
17.5%
+0.6
restic/restic
9.8%
-7.4
garethgeorge/backrest
9.5%
0.0
databasus/databasus
6.2%
+5.2
Others
34.6%
44
repos
3,374
stars
Synthetic data
0.27
Dominated
-0.017
Stable
ConardLi/easy-dataset
49.7%
-0.8
Kiln-AI/Kiln
9.2%
-5.7
brianvoe/gofakeit
7.6%
+5.9
faker-js/faker
6.3%
+1.0
joke2k/faker
4.8%
-0.1
Others
22.3%
26
repos
1,812
stars