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 February 2025
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Topics
GitHub trending
Repositories
Developers
Repository engagements
Insights
Stats
AI agent
0.02
Competitive
-0.013
Stable
langgenius/dify
4.7%
+4.7
dzhng/deep-research
4.3%
+4.3
huggingface/agents-course
4.2%
+4.2
microsoft/OmniParser
4.1%
+3.9
browser-use/browser-use
4.0%
-7.2
Others
78.6%
1917
repos
301,890
stars
Self-hosted
0.01
Competitive
-0.121
Fragmenting
open-webui/open-webui
6.5%
+6.5
ollama/ollama
5.9%
+5.9
Mintplex-Labs/anything-llm
3.3%
+3.3
n8n-io/n8n
2.5%
+2.5
awesome-selfhosted/awesome-selfhosted
1.8%
+1.8
Others
79.8%
1564
repos
232,154
stars
NLP
0.04
Competitive
-0.241
Fragmenting
deepseek-ai/DeepSeek-V3
16.0%
-35.5
deepseek-ai/FlashMLA
7.1%
+7.1
unslothai/unsloth
6.7%
+6.7
oumi-ai/oumi
4.6%
+4.1
jingyaogong/minimind
4.3%
+0.4
Others
61.2%
535
repos
147,254
stars
Curated list
0.02
Competitive
-0.023
Fragmenting
deepseek-ai/awesome-deepseek-integration
12.4%
+0.5
sindresorhus/awesome
3.5%
+3.5
awesome-selfhosted/awesome-selfhosted
3.1%
+3.1
practical-tutorials/project-based-learning
3.0%
+3.0
Shubhamsaboo/awesome-llm-apps
3.0%
+3.0
Others
75.1%
760
repos
138,307
stars
Programming examples
0.03
Competitive
-0.050
Fragmenting
codecrafters-io/build-your-own-x
11.2%
+11.2
huggingface/agents-course
9.7%
+9.7
practical-tutorials/project-based-learning
3.2%
+3.2
vinta/awesome-python
2.7%
+2.7
donnemartin/system-design-primer
2.3%
+2.3
Others
70.9%
978
repos
130,500
stars
Local LLM
0.08
Competitive
-0.499
Fragmenting
deepseek-ai/DeepSeek-V3
18.5%
-57.5
open-webui/open-webui
11.9%
+11.9
ollama/ollama
10.7%
+10.7
CherryHQ/cherry-studio
9.0%
+9.0
unslothai/unsloth
7.8%
+7.8
Others
42.0%
291
repos
127,639
stars
RAG
0.06
Competitive
-0.016
Stable
open-webui/open-webui
14.7%
+14.7
langgenius/dify
13.8%
+13.8
infiniflow/ragflow
10.3%
+10.3
Mintplex-Labs/anything-llm
7.5%
+7.5
Shubhamsaboo/awesome-llm-apps
4.0%
+4.0
Others
49.7%
352
repos
103,527
stars
AI infrastructure
0.04
Competitive
+0.014
Stable
kvcache-ai/ktransformers
11.4%
+11.4
deepseek-ai/FlashMLA
11.0%
+11.0
deepseek-ai/DeepEP
6.8%
+6.8
exo-explore/exo
4.7%
+4.7
deepseek-ai/DeepGEMM
4.5%
+4.5
Others
61.6%
346
repos
95,190
stars
Chatbot
0.06
Competitive
-0.051
Fragmenting
open-webui/open-webui
16.8%
+16.8
CherryHQ/cherry-studio
12.8%
+12.8
chatboxai/chatbox
6.3%
+6.3
langbot-app/LangBot
3.8%
+3.8
AstrBotDevs/AstrBot
3.6%
+3.2
Others
56.7%
383
repos
90,517
stars
UI components
0.01
Competitive
-0.318
Fragmenting
DavidHDev/react-bits
4.8%
-2.0
inkonchain/ink-kit
4.4%
-52.2
lucide-icons/lucide
3.6%
+3.6
excalidraw/excalidraw
2.9%
+2.9
shadcn-ui/ui
2.5%
+2.5
Others
81.7%
895
repos
87,039
stars
AI workflow
0.07
Competitive
-0.016
Stable
langgenius/dify
19.3%
+19.3
mastra-ai/mastra
8.8%
+7.3
n8n-io/n8n
8.0%
+8.0
firecrawl/firecrawl
5.6%
+5.6
langflow-ai/langflow
5.4%
+5.4
Others
52.9%
449
repos
74,147
stars
Computer vision
0.05
Competitive
-0.157
Fragmenting
microsoft/OmniParser
17.3%
+16.4
oumi-ai/oumi
9.3%
+7.6
deepseek-ai/Janus
4.7%
-38.1
QwenLM/Qwen3-VL
3.5%
+3.5
huggingface/transformers
2.9%
+2.9
Others
62.2%
550
repos
72,238
stars
Web scraping
0.06
Competitive
-0.005
Stable
dzhng/deep-research
20.1%
+20.1
FujiwaraChoki/MoneyPrinterV2
6.7%
+6.7
firecrawl/firecrawl
6.4%
+6.4
yt-dlp/yt-dlp
6.0%
+6.0
unclecode/crawl4ai
5.7%
+5.7
Others
55.1%
361
repos
65,132
stars
AI coding assistant
0.05
Competitive
-0.026
Fragmenting
huggingface/smolagents
10.2%
-6.0
cline/cline
8.9%
+8.9
anthropics/claude-code
7.5%
+7.5
deepseek-ai/DeepSeek-Coder
6.8%
+6.8
yamadashy/repomix
6.0%
-0.1
Others
60.6%
512
repos
64,328
stars
Workflow automation
0.02
Competitive
-0.038
Fragmenting
n8n-io/n8n
9.6%
+9.6
FujiwaraChoki/MoneyPrinterV2
7.1%
+7.1
ChrisTitusTech/winutil
3.4%
+3.4
n8n-io/self-hosted-ai-starter-kit
3.0%
+3.0
Significant-Gravitas/AutoGPT
2.2%
+2.2
Others
74.7%
690
repos
61,323
stars
Document processing
0.03
Competitive
-0.079
Fragmenting
siyuan-note/siyuan
7.0%
+7.0
ocrmypdf/OCRmyPDF
6.9%
+6.9
docling-project/docling
6.4%
-3.2
allenai/olmocr
6.1%
+6.1
microsoft/markitdown
5.9%
-18.8
Others
67.7%
327
repos
54,761
stars
Audio processing
0.02
Competitive
-0.078
Fragmenting
ggerganov/ggwave
7.8%
+7.7
huggingface/transformers
4.8%
+4.8
openai/whisper
4.2%
+4.2
RVC-Boss/GPT-SoVITS
4.2%
+4.2
jixiaozhong/Sonic
3.2%
+1.8
Others
75.8%
445
repos
43,881
stars
Proxy
0.02
Competitive
-0.029
Fragmenting
clash-verge-rev/clash-verge-rev
6.2%
+6.2
songquanpeng/one-api
4.6%
+4.6
2dust/v2rayN
3.6%
+3.6
BerriAI/litellm
3.1%
+3.1
mihomo-party-org/clash-party
2.9%
+2.9
Others
79.5%
494
repos
43,633
stars
AI image generation
0.02
Competitive
-0.101
Fragmenting
Comfy-Org/ComfyUI
10.4%
-18.4
AUTOMATIC1111/stable-diffusion-webui
6.2%
+6.2
Nutlope/logocreator
5.2%
-3.5
ultralytics/ultralytics
3.7%
+3.7
upscayl/upscayl
2.4%
+2.4
Others
72.2%
370
repos
35,608
stars
MCP
0.07
Competitive
-0.029
Fragmenting
mastra-ai/mastra
19.5%
+17.9
modelcontextprotocol/servers
11.2%
-0.5
78/xiaozhi-esp32
8.3%
-12.4
Kiln-AI/Kiln
6.2%
+1.4
andrewyng/aisuite
4.9%
+2.0
Others
49.9%
422
repos
33,360
stars
Monitoring
0.02
Competitive
-0.022
Fragmenting
GyulyVGC/sniffnet
9.1%
+9.1
henrygd/beszel
6.3%
+6.3
louislam/uptime-kuma
5.3%
+5.3
exelban/stats
3.2%
+3.2
dgtlmoon/changedetection.io
3.0%
+3.0
Others
73.0%
455
repos
33,069
stars
Cloud native
0.02
Competitive
-0.326
Fragmenting
vllm-project/aibrix
8.7%
+8.7
crestalnetwork/intentkit
5.8%
-52.4
loft-sh/vcluster
5.4%
+5.4
kubernetes/kubernetes
2.3%
+2.3
containers/podman
1.7%
+1.7
Others
76.1%
374
repos
30,094
stars
AI voice
0.05
Competitive
-0.129
Fragmenting
Zyphra/Zonos
18.6%
+18.6
RVC-Boss/GPT-SoVITS
6.2%
+6.2
FunAudioLLM/CosyVoice
3.9%
-5.2
RVC-Project/Retrieval-based-Voice-Conversion-WebUI
3.1%
+3.1
fishaudio/fish-speech
3.0%
+3.0
Others
65.3%
243
repos
29,599
stars
AI video generation
0.06
Competitive
-0.018
Stable
Wan-Video/Wan2.1
17.5%
+17.5
harry0703/MoneyPrinterTurbo
11.0%
+11.0
huggingface/transformers
7.3%
+7.3
Huanshere/VideoLingo
7.0%
+1.5
jixiaozhong/Sonic
4.9%
+2.7
Others
52.2%
260
repos
28,921
stars
File management
0.02
Competitive
-0.019
Stable
yorukot/superfile
6.8%
+6.8
immich-app/immich
6.3%
+6.3
localsend/localsend
5.7%
+5.7
sxyazi/yazi
4.3%
+4.3
syncthing/syncthing
2.8%
+2.8
Others
74.2%
301
repos
28,161
stars
Pentesting
0.01
Competitive
-0.034
Fragmenting
Hack-with-Github/Awesome-Hacking
4.4%
-10.4
swisskyrepo/PayloadsAllTheThings
2.6%
+2.6
danielmiessler/SecLists
2.6%
+2.6
SWE-agent/SWE-agent
1.8%
-1.6
mitmproxy/mitmproxy
1.6%
+1.6
Others
87.1%
637
repos
27,172
stars
Game development
0.04
Competitive
-0.270
Fragmenting
ValveSoftware/source-sdk-2013
16.1%
+15.8
godotengine/godot
4.6%
+4.6
louis-e/arnis
3.9%
-49.9
electronicarts/CnC_Remastered_Collection
3.6%
+3.6
Oliveriver/5d-diplomacy-with-multiverse-time-travel
2.5%
+2.5
Others
69.2%
482
repos
25,987
stars
Emulator
0.03
Competitive
-0.164
Fragmenting
ading2210/linuxpdf
12.7%
+12.4
ghostty-org/ghostty
7.6%
+7.6
shadps4-emu/shadPS4
6.4%
-36.3
dockur/macos
3.5%
+0.4
termux/termux-app
3.3%
+3.3
Others
66.5%
325
repos
25,372
stars
Text to speech
0.07
Competitive
-0.117
Fragmenting
Zyphra/Zonos
21.7%
+21.7
RVC-Boss/GPT-SoVITS
7.2%
+7.2
FunAudioLLM/CosyVoice
4.6%
-4.9
hexgrad/kokoro
3.8%
+0.6
miantiao-me/hacker-podcast
3.7%
+3.7
Others
59.0%
157
repos
25,310
stars
Data visualization
0.09
Competitive
-0.019
Stable
microsoft/data-formulator
27.0%
+26.5
mermaid-js/mermaid
5.6%
+5.6
Canner/WrenAI
4.9%
+4.9
metabase/metabase
4.8%
+4.8
chartdb/chartdb
4.7%
-17.6
Others
52.9%
230
repos
25,198
stars
Fintech
0.05
Competitive
-0.087
Fragmenting
maybe-finance/maybe
15.0%
+15.0
hummingbot/hummingbot
9.0%
+9.0
virattt/ai-hedge-fund
6.5%
-21.5
freqtrade/freqtrade
4.9%
+4.9
juspay/hyperswitch
3.8%
+3.8
Others
60.9%
286
repos
23,494
stars
Search
0.04
Competitive
-0.123
Fragmenting
zilliztech/deep-searcher
12.9%
+12.9
zaidmukaddam/scira
10.2%
-17.4
searxng/searxng
5.6%
+5.6
karakeep-app/karakeep
4.3%
-21.2
junegunn/fzf
3.8%
+3.8
Others
63.3%
224
repos
21,771
stars
Authentication
0.02
Competitive
-0.149
Fragmenting
better-auth/better-auth
7.5%
-4.7
supabase/supabase
7.2%
+7.2
nextjs/saas-starter
3.8%
-33.0
keycloak/keycloak
2.9%
+2.9
Infisical/infisical
2.5%
+2.5
Others
76.2%
317
repos
20,787
stars
Design system
0.05
Competitive
-0.030
Fragmenting
lucide-icons/lucide
16.9%
+16.9
shadcn-ui/ui
11.5%
+11.5
ekmas/neobrutalism-components
5.1%
-4.8
magicuidesign/magicui
4.7%
+4.7
ant-design/ant-design
3.2%
+3.2
Others
58.6%
149
repos
18,625
stars
Headless browser
0.07
Competitive
-0.216
Fragmenting
unclecode/crawl4ai
21.2%
+21.2
lightpanda-io/browser
10.0%
-29.3
browserbase/stagehand
5.3%
-29.9
microsoft/playwright
4.7%
+4.7
tw93/Pake
4.7%
+4.7
Others
54.1%
128
repos
17,522
stars
Static analysis
0.02
Competitive
-0.073
Fragmenting
NationalSecurityAgency/ghidra
9.4%
+9.4
astral-sh/ruff
6.2%
+6.2
tach-org/tach
4.1%
-1.4
llvm/llvm-project
3.5%
+3.5
biomejs/biome
3.4%
+3.4
Others
73.4%
259
repos
17,112
stars
Observability
0.02
Competitive
-0.067
Fragmenting
langfuse/langfuse
5.8%
+5.8
grafana/grafana
4.7%
+4.7
netdata/netdata
4.6%
+4.6
tensorzero/tensorzero
3.8%
-16.3
SigNoz/signoz
3.5%
+3.5
Others
77.6%
194
repos
13,318
stars
AI translation
0.07
Competitive
-0.241
Fragmenting
Huanshere/VideoLingo
15.4%
+6.2
PDFMathTranslate/PDFMathTranslate
12.8%
-39.2
WEIFENG2333/VideoCaptioner
9.7%
-3.8
buxuku/SmartSub
6.2%
+6.2
binary-husky/gpt_academic
5.1%
+5.1
Others
50.9%
78
repos
13,270
stars
IoT
0.07
Competitive
-0.214
Fragmenting
78/xiaozhi-esp32
22.1%
-22.3
xinnan-tech/xiaozhi-esp32-server
8.6%
+8.6
home-assistant/core
5.4%
+5.4
XiaoMi/ha_xiaomi_home
4.8%
-23.1
openwrt/openwrt
2.6%
+2.6
Others
56.4%
187
repos
12,480
stars
Robotics
0.06
Competitive
-0.209
Fragmenting
Physical-Intelligence/openpi
18.9%
+18.8
commaai/openpilot
8.4%
+8.4
huggingface/lerobot
7.9%
+7.9
Genesis-Embodied-AI/Genesis
5.8%
-45.1
LeCAR-Lab/ASAP
5.5%
+5.5
Others
53.5%
205
repos
12,198
stars
Image editing
0.04
Competitive
-0.152
Fragmenting
T8RIN/ImageToolbox
10.4%
-1.1
upscayl/upscayl
9.2%
+9.2
black-forest-labs/flux
7.1%
-32.6
aseprite/aseprite
4.6%
+4.6
Zeyi-Lin/HivisionIDPhotos
4.5%
+4.5
Others
64.2%
119
repos
9,267
stars
AI skills
0.21
Mixed
-0.403
Fragmenting
eastlondoner/vibe-tools
30.6%
+30.6
zhayujie/chatgpt-on-wechat
29.3%
+29.3
refly-ai/refly
10.5%
-66.9
LeCAR-Lab/ASAP
8.6%
+8.6
ComposioHQ/composio
7.2%
+7.2
Others
13.9%
218
repos
7,862
stars
E-commerce
0.04
Competitive
-0.053
Fragmenting
bagisto/bagisto
10.4%
+10.4
bagisto/opensource-ecommerce-mobile-app
9.0%
+9.0
medusajs/medusa
7.5%
+7.5
macrozheng/mall
5.6%
+5.6
dotnet/eShop
4.2%
+4.2
Others
63.4%
127
repos
6,798
stars
3D generation
0.07
Competitive
-0.460
Fragmenting
Tencent-Hunyuan/Hunyuan3D-2
18.3%
-50.9
microsoft/TRELLIS
10.2%
-11.2
CUT3R/CUT3R
7.5%
+7.5
FreeCAD/FreeCAD
6.5%
+6.5
OrcaSlicer/OrcaSlicer
6.3%
+6.3
Others
51.2%
118
repos
6,686
stars
AI memory
0.16
Mixed
-0.043
Fragmenting
zhayujie/chatgpt-on-wechat
34.6%
+34.6
mem0ai/mem0
10.5%
+10.5
screenpipe/screenpipe
8.6%
-19.8
memodb-io/memobase
8.1%
-2.5
letta-ai/letta
7.7%
-22.7
Others
30.5%
117
repos
6,656
stars
Home automation
0.05
Competitive
-0.270
Fragmenting
idootop/mi-gpt
13.3%
+13.3
home-assistant/core
10.3%
+10.3
XiaoMi/ha_xiaomi_home
9.2%
-46.0
arendst/Tasmota
4.1%
+4.1
KieronQuinn/uTag
3.8%
+3.8
Others
59.2%
131
repos
6,564
stars
WebAssembly
0.03
Competitive
-0.141
Fragmenting
leaningtech/webvm
7.5%
-6.1
StructuredLabs/preswald
6.6%
-27.6
ratatui/ratzilla
5.8%
+4.3
huggingface/transformers.js
4.9%
-5.0
electric-sql/pglite
4.9%
+4.9
Others
70.2%
111
repos
6,455
stars
Data streaming
0.03
Competitive
-0.184
Fragmenting
ClassicOldSong/Apollo
8.1%
-31.0
pathwaycom/pathway
6.3%
+6.3
bluenviron/mediamtx
5.5%
+5.5
lakesoul-io/LakeSoul
5.4%
+5.4
fluvio-community/fluvio
5.1%
+1.0
Others
69.6%
95
repos
6,382
stars
Crypto trading
0.16
Mixed
-0.088
Fragmenting
hummingbot/hummingbot
33.5%
+33.5
freqtrade/freqtrade
18.1%
+18.1
ccxt/ccxt
8.9%
+8.9
nautechsystems/nautilus_trader
6.0%
-40.3
paperswithbacktest/awesome-systematic-trading
3.5%
-2.2
Others
30.0%
78
repos
6,306
stars
Bundler
0.08
Competitive
-0.521
Fragmenting
tauri-apps/tauri
17.3%
+17.3
vitejs/vite
11.6%
+11.6
oven-sh/bun
11.5%
+11.5
StructuredLabs/preswald
6.9%
-69.6
rolldown/rolldown
6.7%
+6.7
Others
45.9%
57
repos
6,178
stars
Vector database
0.08
Competitive
-0.133
Fragmenting
chroma-core/chroma
16.2%
+16.2
qdrant/qdrant
11.8%
+11.8
pgvector/pgvector
10.9%
+10.9
weaviate/weaviate
7.7%
+7.7
elastic/elasticsearch
7.1%
+7.1
Others
46.3%
54
repos
5,180
stars
Video editing
0.06
Competitive
-0.091
Fragmenting
FFmpeg/FFmpeg
12.1%
+12.1
mifi/lossless-cut
10.2%
+10.2
linyqh/NarratoAI
8.9%
-24.3
visomaster/VisoMaster
8.0%
+3.6
SamurAIGPT/AI-Youtube-Shorts-Generator
8.0%
-1.6
Others
52.8%
95
repos
4,814
stars
Headless CMS
0.14
Competitive
-0.047
Fragmenting
payloadcms/payload
29.7%
+29.7
directus/directus
13.3%
+13.3
strapi/strapi
11.6%
+11.6
TryGhost/Ghost
8.5%
+8.5
halo-dev/halo
6.0%
+6.0
Others
30.9%
51
repos
3,774
stars
Synthetic data
0.53
Dominated
+0.087
Consolidating
Kiln-AI/Kiln
72.5%
+7.9
faker-js/faker
4.2%
+4.2
joke2k/faker
3.0%
-7.1
opendatalab/DocLayout-YOLO
2.8%
-7.8
synthetichealth/synthea
2.7%
-1.1
Others
14.7%
31
repos
2,868
stars
Resume building
0.13
Competitive
-0.108
Fragmenting
amruthpillai/reactive-resume
26.3%
+26.3
srbhr/Resume-Matcher
16.4%
+16.4
JOYCEQL/magic-resume
12.1%
+10.7
posquit0/Awesome-CV
8.6%
-23.5
BingyanStudio/LapisCV
6.4%
-11.2
Others
30.2%
27
repos
2,652
stars
Digital human
0.07
Competitive
-0.087
Fragmenting
xszyou/Fay
14.0%
-7.6
lipku/LiveTalking
13.1%
-8.5
joonspk-research/generative_agents
9.9%
+9.9
TMElyralab/MuseTalk
8.2%
+8.2
OpenTalker/SadTalker
6.4%
+6.4
Others
48.4%
54
repos
2,620
stars
Database backup
0.07
Competitive
-0.086
Fragmenting
restic/restic
15.3%
+15.3
kopia/kopia
10.6%
+10.6
duplicati/duplicati
8.4%
+8.4
garethgeorge/backrest
8.0%
-18.7
eduardolat/pgbackweb
7.2%
+7.2
Others
50.4%
46
repos
2,063
stars