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 August 2025
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Topics
GitHub trending
Repositories
Developers
Repository engagements
Insights
Stats
AI agent
0.01
Competitive
-0.002
Stable
langflow-ai/langflow
4.4%
+1.1
Shubhamsaboo/awesome-llm-apps
2.8%
+1.0
moeru-ai/airi
2.7%
+2.5
charmbracelet/crush
2.2%
+1.5
wshobson/agents
2.0%
+1.1
Others
85.9%
1235
repos
369,324
stars
Self-hosted
0.01
Competitive
-0.000
Stable
9001/copyparty
4.4%
-1.1
dyad-sh/dyad
4.3%
+3.9
moeru-ai/airi
3.8%
+3.6
simstudioai/sim
2.6%
+1.9
awesome-selfhosted/awesome-selfhosted
2.0%
0.0
Others
82.8%
1371
repos
262,978
stars
Curated list
0.01
Competitive
-0.002
Stable
Shubhamsaboo/awesome-llm-apps
5.3%
+1.9
sindresorhus/awesome
4.7%
-0.9
x1xhlol/system-prompts-and-models-of-ai-tools
3.8%
-0.7
awesome-selfhosted/awesome-selfhosted
2.7%
+0.2
practical-tutorials/project-based-learning
2.6%
+0.6
Others
80.8%
687
repos
193,929
stars
AI coding assistant
0.03
Competitive
-0.001
Stable
firecrawl/open-lovable
10.3%
+10.3
charmbracelet/crush
5.0%
+3.1
x1xhlol/system-prompts-and-models-of-ai-tools
4.5%
-1.8
wshobson/agents
4.5%
+2.2
musistudio/claude-code-router
4.2%
-0.2
Others
71.4%
327
repos
163,091
stars
Programming examples
0.02
Competitive
-0.002
Stable
codecrafters-io/build-your-own-x
7.1%
-1.8
rasbt/LLMs-from-scratch
5.3%
+3.3
facebookresearch/dinov3
4.2%
+4.2
practical-tutorials/project-based-learning
3.4%
+0.8
vinta/awesome-python
3.4%
+0.4
Others
76.6%
945
repos
147,509
stars
AI workflow
0.05
Competitive
-0.002
Stable
langflow-ai/langflow
15.1%
+2.7
wshobson/agents
6.9%
+3.6
simstudioai/sim
6.5%
+4.5
musistudio/claude-code-router
6.4%
+0.3
Zie619/n8n-workflows
4.9%
-3.9
Others
60.1%
308
repos
107,084
stars
NLP
0.03
Competitive
-0.010
Stable
google/langextract
12.6%
+11.8
rasbt/LLMs-from-scratch
7.6%
+5.3
google-gemini/gemini-cli
6.9%
-8.5
mlabonne/llm-course
2.9%
+1.4
QwenLM/Qwen3-Coder
2.4%
-1.8
Others
67.6%
483
repos
102,433
stars
MCP
0.02
Competitive
-0.001
Stable
coleam00/Archon
6.5%
+6.3
oraios/serena
4.8%
+1.6
modelcontextprotocol/servers
4.6%
-1.3
microsoft/mcp-for-beginners
4.5%
+2.6
tadata-org/fastapi_mcp
3.5%
+2.4
Others
76.2%
302
repos
91,131
stars
Workflow automation
0.02
Competitive
-0.025
Fragmenting
wshobson/agents
8.5%
+5.0
Zie619/n8n-workflows
6.0%
-3.2
HKUDS/DeepCode
4.6%
+4.0
automazeio/ccpm
3.7%
+3.7
coze-dev/coze-studio
3.2%
-9.9
Others
74.0%
558
repos
87,485
stars
UI components
0.01
Competitive
-0.000
Stable
DavidHDev/react-bits
3.7%
-1.2
vercel/streamdown
2.4%
+2.4
shadcn-ui/ui
2.3%
-0.4
puckeditor/puck
2.3%
+1.9
excalidraw/excalidraw
2.0%
-0.3
Others
87.2%
851
repos
84,821
stars
RAG
0.03
Competitive
+0.004
Stable
Shubhamsaboo/awesome-llm-apps
12.6%
+2.8
open-webui/open-webui
4.9%
-0.8
pathwaycom/pathway
4.6%
+3.0
langgenius/dify
4.3%
-1.6
pathwaycom/llm-app
3.8%
+2.3
Others
69.8%
305
repos
81,814
stars
Proxy
0.02
Competitive
-0.000
Stable
clash-verge-rev/clash-verge-rev
7.1%
-0.1
xixu-me/xget
4.8%
new
2dust/v2rayN
3.0%
0.0
tbphp/gpt-load
2.8%
+0.6
Wei-Shaw/claude-relay-service
2.5%
+1.0
Others
79.9%
441
repos
65,147
stars
Chatbot
0.07
Competitive
+0.038
Consolidating
moeru-ai/airi
16.0%
+14.5
asgeirtj/system_prompts_leaks
14.9%
+12.7
emcie-co/parlant
7.6%
+7.1
open-webui/open-webui
6.4%
-3.1
enescingoz/awesome-n8n-templates
4.5%
-1.0
Others
50.6%
338
repos
62,469
stars
Computer vision
0.03
Competitive
+0.004
Stable
facebookresearch/dinov3
11.1%
+11.1
rednote-hilab/dots.ocr
6.7%
+6.5
roboflow/supervision
3.8%
-7.7
leigest519/ScreenCoder
3.7%
+3.5
blakeblackshear/frigate
2.7%
+1.4
Others
72.0%
487
repos
55,503
stars
Local LLM
0.06
Competitive
+0.016
Stable
Shubhamsaboo/awesome-llm-apps
18.7%
+5.1
open-webui/open-webui
7.3%
-0.7
ollama/ollama
6.2%
0.0
nomic-ai/gpt4all
5.0%
+4.4
janhq/jan
4.4%
+1.4
Others
58.5%
246
repos
55,069
stars
AI infrastructure
0.03
Competitive
+0.001
Stable
musistudio/claude-code-router
12.5%
+0.1
vllm-project/vllm
5.7%
+0.8
tbphp/gpt-load
3.3%
+0.6
BerriAI/litellm
2.8%
-0.9
exo-explore/exo
2.7%
+2.0
Others
72.9%
294
repos
54,916
stars
Audio processing
0.03
Competitive
+0.017
Stable
microsoft/VibeVoice
12.2%
+12.2
QuentinFuxa/WhisperLiveKit
7.7%
+7.6
denizsafak/abogen
4.5%
+3.1
openai/whisper
3.5%
-1.7
huggingface/transformers
2.8%
-1.9
Others
69.3%
390
repos
50,471
stars
Document processing
0.03
Competitive
-0.030
Fragmenting
rednote-hilab/dots.ocr
7.8%
+7.6
microsoft/markitdown
5.7%
-15.0
HKUDS/RAG-Anything
5.3%
+3.0
denizsafak/abogen
4.7%
+3.7
docling-project/docling
4.7%
+1.0
Others
71.9%
284
repos
47,785
stars
File management
0.08
Competitive
-0.029
Fragmenting
9001/copyparty
25.1%
-5.5
immich-app/immich
6.7%
+1.6
syncthing/syncthing
3.9%
+2.0
OpenListTeam/OpenList
3.8%
-3.0
localsend/localsend
3.3%
-0.2
Others
57.2%
285
repos
46,379
stars
Web scraping
0.03
Competitive
-0.022
Fragmenting
yt-dlp/yt-dlp
10.2%
+4.1
Usagi-org/ai-goofish-monitor
5.0%
-0.6
NanmiCoder/MediaCrawler
4.6%
-12.6
unclecode/crawl4ai
4.4%
-1.0
oop7/YTSage
3.9%
+3.9
Others
71.9%
324
repos
41,724
stars
Fintech
0.05
Competitive
-0.054
Fragmenting
nautechsystems/nautilus_trader
11.9%
+10.9
OpenBB-finance/OpenBB
11.4%
+1.1
shiyu-coder/Kronos
8.6%
+8.6
juspay/hyperswitch
6.8%
+2.4
TauricResearch/TradingAgents
5.1%
-18.5
Others
56.1%
259
repos
39,969
stars
AI voice
0.08
Competitive
+0.062
Consolidating
KittenML/KittenTTS
20.9%
+20.9
microsoft/VibeVoice
15.4%
+15.4
QuentinFuxa/WhisperLiveKit
9.8%
+9.5
souzatharsis/podcastfy
3.1%
+2.4
RVC-Boss/GPT-SoVITS
2.8%
-3.5
Others
48.0%
204
repos
39,842
stars
Pentesting
0.01
Competitive
-0.002
Stable
0x4m4/hexstrike-ai
4.5%
+4.4
Hack-with-Github/Awesome-Hacking
4.0%
-0.5
aliasrobotics/cai
3.8%
+2.4
farhanashrafdev/90DaysOfCyberSecurity
3.3%
+0.4
trailofbits/buttercup
3.0%
+3.0
Others
81.4%
583
repos
38,085
stars
Monitoring
0.02
Competitive
-0.010
Stable
umami-software/umami
7.9%
+6.7
Usagi-org/ai-goofish-monitor
5.6%
-1.8
louislam/uptime-kuma
5.3%
+2.6
comet-ml/opik
3.7%
+0.5
sansan0/TrendRadar
3.0%
+1.0
Others
74.5%
392
repos
37,290
stars
AI image generation
0.04
Competitive
+0.015
Stable
QwenLM/Qwen-Image
13.5%
+13.5
Comfy-Org/ComfyUI
9.2%
+0.3
ultralytics/ultralytics
3.6%
-0.7
AUTOMATIC1111/stable-diffusion-webui
3.4%
-0.4
upscayl/upscayl
3.3%
+1.2
Others
67.1%
336
repos
33,927
stars
Text to speech
0.11
Competitive
+0.081
Consolidating
KittenML/KittenTTS
25.6%
+25.6
microsoft/VibeVoice
18.8%
+18.8
denizsafak/abogen
6.9%
+3.8
souzatharsis/podcastfy
3.8%
+2.9
RVC-Boss/GPT-SoVITS
3.4%
-4.9
Others
41.5%
136
repos
32,603
stars
Emulator
0.05
Competitive
+0.010
Stable
winapps-org/winapps
17.9%
+16.0
ghostty-org/ghostty
5.0%
+0.7
budtmo/docker-android
5.0%
+3.6
termux/termux-app
3.8%
+0.5
shadps4-emu/shadPS4
3.5%
-4.7
Others
64.9%
289
repos
27,247
stars
Authentication
0.03
Competitive
+0.009
Stable
tadata-org/fastapi_mcp
12.1%
+8.6
steveiliop56/tinyauth
6.6%
+3.1
better-auth/better-auth
6.4%
-2.4
supabase/supabase
5.8%
+0.6
nextjs/saas-starter
4.2%
+2.9
Others
65.1%
297
repos
26,115
stars
Cloud native
0.01
Competitive
-0.000
Stable
kubernetes/kubernetes
2.6%
0.0
traefik/traefik
2.4%
+0.4
hashicorp/terraform
2.2%
+0.3
containers/podman
2.0%
-0.6
external-secrets/external-secrets
2.0%
+1.6
Others
88.9%
361
repos
25,058
stars
Search
0.05
Competitive
+0.024
Consolidating
fish2018/pansou
18.3%
+16.3
zilliztech/claude-context
8.7%
+3.2
junegunn/fzf
4.2%
-1.2
BurntSushi/ripgrep
3.9%
+0.3
searxng/searxng
3.4%
-0.4
Others
61.6%
186
repos
23,189
stars
Headless browser
0.06
Competitive
-0.061
Fragmenting
microsoft/playwright-mcp
12.1%
+5.5
Usagi-org/ai-goofish-monitor
9.2%
-0.2
NanmiCoder/MediaCrawler
8.5%
-20.2
unclecode/crawl4ai
8.2%
-0.8
browserbase/stagehand
8.0%
+2.9
Others
54.0%
111
repos
22,627
stars
Data visualization
0.04
Competitive
+0.015
Stable
apple/embedding-atlas
13.1%
+12.5
Canner/WrenAI
8.7%
+5.1
chartdb/chartdb
4.4%
+2.4
legions-developer/evilcharts
4.4%
+2.7
mermaid-js/mermaid
3.9%
-1.3
Others
65.5%
199
repos
22,547
stars
Game development
0.01
Competitive
+0.003
Stable
godotengine/godot
7.0%
+1.9
bevyengine/bevy
3.0%
+0.6
libsdl-org/SDL
2.9%
+1.6
4ian/GDevelop
2.8%
-0.3
raysan5/raylib
2.7%
+0.6
Others
81.5%
444
repos
21,007
stars
AI video generation
0.03
Competitive
-0.007
Stable
huggingface/transformers
7.3%
-0.1
harry0703/MoneyPrinterTurbo
5.6%
+0.2
nv-tlabs/vipe
4.6%
+4.6
hacksider/Deep-Live-Cam
4.1%
-0.1
Huanshere/VideoLingo
4.0%
+0.4
Others
74.5%
226
repos
19,559
stars
Static analysis
0.03
Competitive
+0.006
Stable
Done-0/fuck-u-code
11.5%
+7.2
astral-sh/ruff
4.9%
+0.4
NationalSecurityAgency/ghidra
4.5%
-0.6
astral-sh/ty
4.4%
+0.2
CodeBoarding/CodeBoarding
3.5%
+2.7
Others
71.3%
242
repos
18,549
stars
Image editing
0.13
Competitive
+0.012
Stable
QwenLM/Qwen-Image
25.9%
+25.9
PixiEditor/PixiEditor
23.2%
+22.5
upscayl/upscayl
6.2%
+1.7
GraphiteEditor/Graphite
4.1%
-25.9
T8RIN/ImageToolbox
3.0%
-0.8
Others
37.6%
107
repos
17,692
stars
Design system
0.03
Competitive
-0.006
Stable
shadcn-ui/ui
12.3%
-1.4
keenthemes/reui
4.7%
+3.2
twbs/bootstrap
4.3%
+1.5
magicuidesign/magicui
3.7%
-0.8
shadcnblocks/kibo
3.4%
-1.4
Others
71.6%
138
repos
16,058
stars
Observability
0.03
Competitive
+0.001
Stable
comet-ml/opik
8.9%
-0.1
IBM/mcp-context-forge
7.9%
+6.2
langfuse/langfuse
7.6%
-0.1
tensorzero/tensorzero
4.6%
-1.3
netdata/netdata
3.3%
+0.8
Others
67.8%
178
repos
15,491
stars
AI translation
0.08
Competitive
+0.024
Consolidating
fishjar/kiss-translator
21.0%
+20.1
Bistutu/FluentRead
14.1%
+13.2
WEIFENG2333/VideoCaptioner
7.0%
-8.1
xyTom/snippai
5.3%
+4.8
Huanshere/VideoLingo
5.1%
-2.5
Others
47.5%
72
repos
15,170
stars
Digital human
0.66
Dominated
+0.561
Consolidating
moeru-ai/airi
81.0%
+64.4
duixcom/Duix-Avatar
2.6%
-11.6
lipku/LiveTalking
2.4%
-3.4
xming521/WeClone
2.4%
-15.3
TMElyralab/MuseTalk
1.3%
-2.3
Others
10.3%
43
repos
12,307
stars
AI skills
0.25
Dominated
-0.130
Fragmenting
hesreallyhim/awesome-claude-code
41.2%
-19.4
automazeio/ccpm
27.3%
+27.3
microsoft/AI-For-Beginners
6.3%
-3.2
ashishps1/learn-ai-engineering
4.6%
-1.7
zhayujie/chatgpt-on-wechat
4.0%
-0.3
Others
16.7%
110
repos
11,897
stars
Video editing
0.12
Competitive
-0.489
Fragmenting
OpenCut-app/OpenCut
29.1%
-48.8
FFmpeg/FFmpeg
11.5%
+8.8
YILS-LIN/short-video-factory
7.0%
+6.8
Vanilagy/mediabunny
6.7%
+5.6
mifi/lossless-cut
5.9%
+3.4
Others
39.8%
85
repos
10,883
stars
AI memory
0.09
Competitive
-0.024
Fragmenting
NevaMind-AI/memU
18.5%
+18.5
mem0ai/mem0
15.2%
-4.9
julep-ai/julep
8.0%
+7.4
dmtrKovalenko/fff.nvim
7.9%
+7.9
supermemoryai/supermemory
5.9%
+3.9
Others
44.6%
58
repos
10,177
stars
Robotics
0.03
Competitive
-0.016
Stable
ClemensElflein/OpenMower
8.8%
+8.5
huggingface/lerobot
6.8%
-0.4
Genesis-Embodied-AI/Genesis
4.0%
-8.0
commaai/openpilot
3.9%
-8.0
Physical-Intelligence/openpi
3.0%
+0.3
Others
73.4%
174
repos
10,132
stars
Data streaming
0.16
Mixed
+0.112
Consolidating
pathwaycom/pathway
38.7%
+22.9
nats-io/nats-server
4.8%
+2.1
ClassicOldSong/Apollo
4.7%
-1.0
bluenviron/mediamtx
4.5%
-6.5
numaproj/numaflow
3.7%
+3.4
Others
43.7%
92
repos
9,780
stars
IoT
0.03
Competitive
-0.007
Stable
78/xiaozhi-esp32
9.8%
-3.4
home-assistant/core
6.4%
-0.1
xinnan-tech/xiaozhi-esp32-server
4.9%
-1.4
themactep/thingino-firmware
4.8%
+4.2
openwrt/openwrt
3.7%
+0.9
Others
70.5%
171
repos
9,563
stars
Vector database
0.12
Competitive
+0.047
Consolidating
zilliztech/claude-context
21.9%
+4.9
yichuan-w/LEANN
18.8%
+18.1
chroma-core/chroma
15.7%
+5.7
qdrant/qdrant
7.0%
-3.0
pgvector/pgvector
5.3%
-2.5
Others
31.5%
46
repos
9,180
stars
E-commerce
0.08
Competitive
-0.050
Fragmenting
Usagi-org/ai-goofish-monitor
23.0%
-10.3
bagisto/bagisto
10.7%
+4.1
bagisto/opensource-ecommerce-mobile-app
9.1%
+3.7
mercurjs/mercur
4.1%
+3.7
medusajs/medusa
3.7%
-0.9
Others
49.4%
124
repos
9,046
stars
Crypto trading
0.34
Dominated
+0.220
Consolidating
nautechsystems/nautilus_trader
56.0%
+43.5
freqtrade/freqtrade
10.4%
-12.9
hummingbot/hummingbot
6.6%
-10.4
ccxt/ccxt
5.6%
-3.9
Drakkar-Software/OctoBot
4.2%
+1.9
Others
17.3%
66
repos
8,528
stars
WebAssembly
0.03
Competitive
-0.009
Stable
flet-dev/flet
8.6%
+5.7
CanadaHonk/porffor
6.7%
+4.7
copy/v86
6.4%
+3.1
trailbaseio/trailbase
5.4%
+2.9
electric-sql/pglite
4.4%
+0.8
Others
68.5%
99
repos
5,851
stars
Bundler
0.11
Competitive
+0.008
Stable
tauri-apps/tauri
22.8%
+0.2
oven-sh/bun
16.8%
+3.6
vitejs/vite
12.2%
-0.6
wxt-dev/wxt
5.8%
-0.1
vercel/turborepo
5.3%
-0.9
Others
37.1%
56
repos
4,990
stars
Home automation
0.04
Competitive
-0.005
Stable
home-assistant/core
13.7%
+0.2
XiaoMi/ha_xiaomi_home
4.9%
-0.2
adrianjagielak/home-assistant-futurehome
4.1%
+4.1
evcc-io/evcc
3.7%
-1.5
esphome/esphome
3.6%
+0.6
Others
70.1%
122
repos
4,465
stars
3D generation
0.05
Competitive
-0.003
Stable
Tencent-Hunyuan/Hunyuan3D-2
10.7%
+0.2
FreeCAD/FreeCAD
10.4%
-0.3
graphdeco-inria/gaussian-splatting
8.5%
-1.5
OrcaSlicer/OrcaSlicer
7.8%
+1.8
Tencent-Hunyuan/Hunyuan3D-2.1
5.3%
-2.3
Others
57.3%
96
repos
4,132
stars
Headless CMS
0.11
Competitive
-0.063
Fragmenting
halo-dev/halo
17.1%
+12.5
payloadcms/payload
17.1%
+2.0
strapi/strapi
15.1%
-18.1
TryGhost/Ghost
11.8%
+2.5
directus/directus
9.6%
-6.7
Others
29.3%
48
repos
3,846
stars
Resume building
0.39
Dominated
-0.313
Fragmenting
srbhr/Resume-Matcher
60.8%
-22.6
posquit0/Awesome-CV
6.6%
+4.5
maurodesouza/profile-readme-generator
6.0%
+3.2
Nutlope/self.so
5.2%
+1.2
DenverCoder1/github-readme-streak-stats
4.4%
+3.6
Others
17.0%
20
repos
3,275
stars
Database backup
0.09
Competitive
-0.024
Fragmenting
restic/restic
17.6%
+7.8
kopia/kopia
16.7%
-0.8
garethgeorge/backrest
8.5%
-1.0
PlakarKorp/plakar
6.6%
-15.8
duplicati/duplicati
6.6%
+1.4
Others
44.0%
44
repos
2,338
stars
Synthetic data
0.19
Mixed
-0.083
Fragmenting
ConardLi/easy-dataset
38.4%
-11.4
nucleuscloud/neosync
13.9%
+12.5
faker-js/faker
11.1%
+4.8
joke2k/faker
5.7%
+0.9
Kiln-AI/Kiln
5.1%
-4.2
Others
25.9%
26
repos
1,663
stars