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 March 2025
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Topics
GitHub trending
Repositories
Developers
Repository engagements
Insights
Stats
AI agent
0.02
Competitive
+0.004
Stable
FoundationAgents/OpenManus
10.3%
+10.3
browser-use/browser-use
4.1%
+0.2
camel-ai/owl
3.7%
+3.7
langgenius/dify
3.3%
-1.5
virattt/ai-hedge-fund
2.8%
+2.3
Others
75.8%
1715
repos
389,254
stars
Self-hosted
0.01
Competitive
-0.003
Stable
suitenumerique/docs
4.6%
+4.6
glanceapp/glance
4.4%
+4.0
n8n-io/n8n
4.3%
+1.7
open-webui/open-webui
3.0%
-3.6
ollama/ollama
2.5%
-3.5
Others
81.3%
1491
repos
224,357
stars
Curated list
0.01
Competitive
-0.010
Stable
Shubhamsaboo/awesome-llm-apps
4.6%
+1.6
PatrickJS/awesome-cursorrules
4.3%
+2.4
deepseek-ai/awesome-deepseek-integration
4.2%
-8.1
x1xhlol/system-prompts-and-models-of-ai-tools
3.9%
+3.9
public-apis/public-apis
3.7%
+1.7
Others
79.3%
753
repos
165,778
stars
Programming examples
0.03
Competitive
+0.004
Stable
codecrafters-io/build-your-own-x
15.3%
+4.1
microsoft/generative-ai-for-beginners
3.6%
+1.9
donnemartin/system-design-primer
3.3%
+1.0
freeCodeCamp/freeCodeCamp
3.0%
+2.0
practical-tutorials/project-based-learning
2.7%
-0.5
Others
72.0%
974
repos
148,285
stars
MCP
0.05
Competitive
-0.019
Stable
modelcontextprotocol/servers
13.7%
+2.6
camel-ai/owl
12.0%
+12.0
ahujasid/blender-mcp
7.3%
+7.3
microsoft/playwright-mcp
4.9%
+4.9
modelcontextprotocol/python-sdk
3.7%
+1.7
Others
58.4%
373
repos
121,018
stars
RAG
0.04
Competitive
-0.022
Fragmenting
langgenius/dify
10.9%
-2.9
pathwaycom/llm-app
7.8%
+7.4
pathwaycom/pathway
7.6%
+7.2
Shubhamsaboo/awesome-llm-apps
6.5%
+2.5
open-webui/open-webui
5.7%
-9.0
Others
61.5%
336
repos
117,555
stars
NLP
0.02
Competitive
-0.029
Fragmenting
deepseek-ai/DeepSeek-V3
4.9%
-11.1
ConardLi/easy-dataset
4.2%
+4.2
jingyaogong/minimind
3.9%
-0.4
unslothai/unsloth
3.4%
-3.3
hiyouga/LlamaFactory
3.2%
+0.9
Others
80.3%
519
repos
100,657
stars
AI workflow
0.05
Competitive
-0.017
Stable
langgenius/dify
13.0%
-6.3
n8n-io/n8n
9.7%
+1.8
openai/openai-agents-python
7.7%
+7.7
firecrawl/firecrawl
6.2%
+0.6
nanobrowser/nanobrowser
4.5%
+4.5
Others
58.8%
403
repos
98,072
stars
UI components
0.02
Competitive
+0.009
Stable
lynx-family/lynx
11.7%
+11.7
satnaing/shadcn-admin
3.0%
+2.4
excalidraw/excalidraw
3.0%
+0.1
nicbarker/clay
2.0%
+1.4
inkonchain/ink-kit
2.0%
-2.5
Others
78.3%
884
repos
95,256
stars
Workflow automation
0.05
Competitive
+0.025
Consolidating
camel-ai/owl
16.8%
+16.8
n8n-io/n8n
11.1%
+1.5
yuruotong1/autoMate
2.9%
+2.9
Significant-Gravitas/AutoGPT
2.6%
+0.4
HKUDS/AutoAgent
2.4%
+0.3
Others
64.2%
644
repos
86,064
stars
Local LLM
0.04
Competitive
-0.039
Fragmenting
Shubhamsaboo/awesome-llm-apps
10.1%
+6.8
open-webui/open-webui
8.9%
-3.0
ollama/ollama
7.3%
-3.5
deepseek-ai/DeepSeek-V3
6.6%
-11.9
CherryHQ/cherry-studio
5.9%
-3.1
Others
61.3%
280
repos
75,674
stars
Computer vision
0.02
Competitive
-0.030
Fragmenting
hacksider/Deep-Live-Cam
6.6%
+5.4
facebookresearch/vggt
5.3%
+5.3
microsoft/OmniParser
4.0%
-13.3
manycore-research/SpatialLM
3.7%
+3.7
huggingface/transformers
2.8%
-0.1
Others
77.7%
534
repos
70,590
stars
AI coding assistant
0.05
Competitive
-0.001
Stable
x1xhlol/system-prompts-and-models-of-ai-tools
10.3%
+10.3
cline/cline
9.0%
+0.1
FoundationAgents/MetaGPT
8.9%
+5.0
OpenHands/OpenHands
5.5%
+0.4
GLips/Figma-Context-MCP
5.3%
+4.7
Others
61.0%
464
repos
62,487
stars
AI infrastructure
0.02
Competitive
-0.023
Fragmenting
deepseek-ai/3FS
6.7%
+2.3
vllm-project/vllm
5.5%
+1.3
ai-dynamo/dynamo
5.5%
+5.5
AstrBotDevs/AstrBot
4.2%
+0.8
BerriAI/litellm
2.8%
+1.4
Others
75.2%
326
repos
61,046
stars
Chatbot
0.03
Competitive
-0.027
Fragmenting
open-webui/open-webui
11.2%
-5.6
CherryHQ/cherry-studio
7.5%
-5.3
78/xiaozhi-esp32
5.6%
+2.5
AstrBotDevs/AstrBot
4.3%
+0.7
crmne/ruby_llm
3.0%
+3.0
Others
68.4%
368
repos
59,931
stars
Document processing
0.05
Competitive
+0.014
Stable
ocrmypdf/OCRmyPDF
12.6%
+5.7
allenai/olmocr
12.3%
+6.2
docling-project/docling
4.7%
-1.6
opendatalab/MinerU
4.6%
+1.5
microsoft/markitdown
4.5%
-1.4
Others
61.3%
316
repos
57,540
stars
Web scraping
0.03
Competitive
-0.030
Fragmenting
firecrawl/firecrawl
11.1%
+4.7
yt-dlp/yt-dlp
7.2%
+1.2
ourongxing/newsnow
6.8%
+6.2
unclecode/crawl4ai
5.8%
+0.1
autoscrape-labs/pydoll
5.4%
+5.4
Others
63.7%
353
repos
54,735
stars
Proxy
0.02
Competitive
+0.003
Stable
clash-verge-rev/clash-verge-rev
8.8%
+2.6
fosrl/pangolin
4.1%
+1.9
2dust/v2rayN
3.6%
0.0
BerriAI/litellm
3.4%
+0.3
fatedier/frp
2.4%
+0.1
Others
77.7%
474
repos
50,329
stars
Audio processing
0.02
Competitive
-0.001
Stable
canopyai/Orpheus-TTS
6.6%
+6.6
gradio-app/fastrtc
4.4%
+2.1
openai/whisper
4.3%
+0.1
RVC-Boss/GPT-SoVITS
4.3%
+0.1
huggingface/transformers
4.1%
-0.7
Others
76.3%
430
repos
48,207
stars
AI image generation
0.03
Competitive
+0.001
Stable
Comfy-Org/ComfyUI
8.4%
-1.9
facebookresearch/vggt
7.8%
+7.8
joanrod/star-vector
6.0%
+6.0
AUTOMATIC1111/stable-diffusion-webui
4.2%
-1.9
ultralytics/ultralytics
3.4%
-0.3
Others
70.3%
363
repos
47,750
stars
AI video generation
0.07
Competitive
+0.005
Stable
duixcom/Duix-Avatar
14.5%
+14.5
hacksider/Deep-Live-Cam
13.2%
+10.3
Wan-Video/Wan2.1
11.8%
-5.7
hpcaitech/Open-Sora
7.0%
+6.0
huggingface/transformers
5.7%
-1.6
Others
47.8%
252
repos
35,101
stars
Fintech
0.11
Competitive
+0.067
Consolidating
virattt/ai-hedge-fund
30.9%
+24.5
OpenBB-finance/OpenBB
9.5%
+6.4
juspay/hyperswitch
4.5%
+0.7
microsoft/qlib
3.7%
+2.0
vnpy/vnpy
3.1%
-0.3
Others
48.3%
280
repos
35,068
stars
Pentesting
0.01
Competitive
+0.001
Stable
Cryakl/Ultimate-RAT-Collection
4.6%
+4.4
Hack-with-Github/Awesome-Hacking
3.8%
-0.6
swisskyrepo/PayloadsAllTheThings
2.5%
-0.1
danielmiessler/SecLists
2.2%
-0.4
google/osv-scanner
1.8%
+1.5
Others
85.2%
622
repos
34,453
stars
AI voice
0.06
Competitive
+0.009
Stable
SparkAudio/Spark-TTS
21.1%
+20.7
RVC-Boss/GPT-SoVITS
6.4%
+0.2
FunAudioLLM/CosyVoice
4.1%
+0.1
Plachtaa/seed-vc
3.0%
+2.5
RVC-Project/Retrieval-based-Voice-Conversion-WebUI
3.0%
-0.1
Others
62.4%
231
repos
32,014
stars
File management
0.03
Competitive
+0.006
Stable
immich-app/immich
11.2%
+4.9
sharkdp/fd
4.9%
+3.6
localsend/localsend
4.3%
-1.4
uutils/coreutils
4.1%
+3.4
syncthing/syncthing
3.5%
+0.6
Others
72.0%
294
repos
31,923
stars
Cloud native
0.01
Competitive
-0.010
Stable
loft-sh/vcluster
3.2%
-2.2
kubernetes/kubernetes
2.7%
+0.4
kelseyhightower/kubernetes-the-hard-way
2.2%
+0.6
vllm-project/aibrix
2.2%
-6.5
zeromicro/go-zero
2.1%
+1.3
Others
87.6%
365
repos
30,247
stars
Text to speech
0.08
Competitive
+0.010
Stable
SparkAudio/Spark-TTS
22.7%
+22.2
canopyai/Orpheus-TTS
10.7%
+10.7
RVC-Boss/GPT-SoVITS
6.9%
-0.3
FunAudioLLM/CosyVoice
4.4%
-0.3
coqui-ai/TTS
3.2%
-0.1
Others
52.2%
152
repos
29,783
stars
Game development
0.03
Competitive
-0.008
Stable
hedge-dev/UnleashedRecomp
12.9%
+12.8
electronicarts/CnC_Remastered_Collection
5.4%
+1.9
godotengine/godot
4.3%
-0.3
CoplayDev/unity-mcp
3.9%
+3.9
bevyengine/bevy
2.2%
+0.3
Others
71.3%
473
repos
29,141
stars
Headless browser
0.08
Competitive
+0.010
Stable
microsoft/playwright-mcp
20.8%
+20.8
unclecode/crawl4ai
11.1%
-10.1
autoscrape-labs/pydoll
10.2%
+10.2
executeautomation/mcp-playwright
6.3%
+5.6
tw93/Pake
5.8%
+1.1
Others
45.9%
123
repos
28,771
stars
Monitoring
0.01
Competitive
-0.009
Stable
louislam/uptime-kuma
5.0%
-0.4
AgentOps-AI/agentops
4.3%
+3.8
henrygd/beszel
3.3%
-3.0
zhongyang219/TrafficMonitor
3.3%
+0.9
comet-ml/opik
2.9%
+1.6
Others
81.2%
436
repos
28,226
stars
Search
0.04
Competitive
-0.006
Stable
zilliztech/deep-searcher
9.1%
-3.8
LearningCircuit/local-deep-research
7.7%
+7.3
firecrawl/firecrawl-mcp-server
6.7%
+5.3
sharkdp/fd
6.6%
+4.8
searxng/searxng
4.7%
-0.8
Others
65.2%
210
repos
24,014
stars
Authentication
0.03
Competitive
+0.007
Stable
better-auth/better-auth
10.9%
+3.3
supabase/supabase
8.3%
+1.2
YunaiV/ruoyi-vue-pro
3.3%
+1.2
keycloak/keycloak
2.9%
0.0
nextjs/saas-starter
2.9%
-0.9
Others
71.7%
313
repos
23,468
stars
Emulator
0.02
Competitive
-0.011
Stable
shadps4-emu/shadPS4
9.2%
+2.8
ghostty-org/ghostty
6.4%
-1.2
mobile-dev-inc/Maestro
4.7%
+3.7
azahar-emu/azahar
3.0%
+2.4
brunodev85/winlator
2.4%
+0.2
Others
74.3%
313
repos
23,316
stars
Data visualization
0.05
Competitive
-0.042
Fragmenting
ahmedkhaleel2004/gitdiagram
13.9%
+11.2
microsoft/data-formulator
13.0%
-14.0
mermaid-js/mermaid
6.5%
+0.9
apache/superset
3.2%
+0.7
grafana/grafana
3.1%
+0.6
Others
60.2%
224
repos
20,247
stars
Observability
0.03
Competitive
+0.014
Stable
gofr-dev/gofr
12.0%
+10.5
AgentOps-AI/agentops
6.8%
+5.6
langfuse/langfuse
5.5%
-0.3
comet-ml/opik
4.6%
+1.4
grafana/grafana
3.6%
-1.1
Others
67.5%
188
repos
17,734
stars
Static analysis
0.02
Competitive
-0.005
Stable
astral-sh/ruff
6.8%
+0.6
NationalSecurityAgency/ghidra
5.8%
-3.7
biomejs/biome
4.4%
+1.0
llvm/llvm-project
3.6%
+0.1
colinhacks/zod
3.5%
+0.3
Others
75.9%
256
repos
17,009
stars
Data streaming
0.35
Dominated
+0.317
Consolidating
pathwaycom/pathway
58.4%
+52.1
ClassicOldSong/Apollo
3.6%
-4.4
AutoMQ/automq
3.3%
+0.3
bluenviron/mediamtx
1.9%
-3.6
apache/kafka
1.8%
-1.3
Others
30.9%
95
repos
15,211
stars
AI skills
0.43
Dominated
+0.225
Consolidating
ComposioHQ/composio
64.0%
+56.8
refly-ai/refly
10.4%
-0.1
eastlondoner/vibe-tools
6.8%
-23.7
zhayujie/chatgpt-on-wechat
6.2%
-23.1
microsoft/AI-For-Beginners
3.8%
-2.0
Others
8.8%
184
repos
14,397
stars
IoT
0.08
Competitive
+0.014
Stable
78/xiaozhi-esp32
23.3%
+1.2
xinnan-tech/xiaozhi-esp32-server
12.4%
+3.8
home-assistant/core
7.6%
+2.2
XiaoMi/ha_xiaomi_home
3.9%
-1.0
openwrt/openwrt
2.3%
-0.3
Others
50.4%
184
repos
14,370
stars
AI translation
0.08
Competitive
+0.011
Stable
xxnuo/MTranServer
20.6%
+20.4
PDFMathTranslate/PDFMathTranslate
12.7%
-0.1
zyddnys/manga-image-translator
6.6%
+4.0
WEIFENG2333/VideoCaptioner
6.6%
-3.1
Huanshere/VideoLingo
4.2%
-11.1
Others
49.3%
77
repos
13,700
stars
Design system
0.02
Competitive
-0.034
Fragmenting
magicuidesign/magicui
6.1%
+1.4
lucide-icons/lucide
5.4%
-11.5
wzc520pyfm/ant-design-x-vue
4.4%
+2.5
heroui-inc/heroui
3.3%
+1.3
mui/material-ui
3.0%
+0.9
Others
77.8%
147
repos
13,511
stars
AI memory
0.28
Dominated
+0.122
Consolidating
mindverse/Second-Me
49.2%
+49.2
mem0ai/mem0
16.3%
+5.7
letta-ai/letta
7.3%
-0.4
zhayujie/chatgpt-on-wechat
7.1%
-27.5
screenpipe/screenpipe
3.5%
-5.0
Others
16.7%
93
repos
12,630
stars
Robotics
0.04
Competitive
-0.021
Fragmenting
huggingface/lerobot
16.0%
+8.1
Genesis-Embodied-AI/Genesis
4.5%
-1.3
apirrone/Open_Duck_Mini
4.2%
+3.8
Physical-Intelligence/openpi
3.3%
-15.6
timqian/bambot
3.0%
+3.0
Others
69.0%
199
repos
12,330
stars
Image editing
0.03
Competitive
-0.007
Stable
upscayl/upscayl
7.6%
-1.6
GraphiteEditor/Graphite
6.8%
+5.0
black-forest-labs/flux
6.4%
-0.8
aseprite/aseprite
5.3%
+0.7
T8RIN/ImageToolbox
4.5%
-5.9
Others
69.4%
119
repos
10,405
stars
Digital human
0.36
Dominated
+0.291
Consolidating
duixcom/Duix-Avatar
59.2%
+59.2
duixcom/Duix-Mobile
6.5%
+1.1
xszyou/Fay
5.7%
-8.3
lipku/LiveTalking
4.3%
-8.7
joonspk-research/generative_agents
3.2%
-6.7
Others
21.0%
50
repos
8,604
stars
Bundler
0.07
Competitive
-0.003
Stable
tauri-apps/tauri
16.0%
-1.2
vitejs/vite
10.8%
-0.8
StructuredLabs/preswald
10.5%
+3.6
oven-sh/bun
9.9%
-1.6
wxt-dev/wxt
7.5%
+1.6
Others
45.2%
56
repos
7,735
stars
WebAssembly
0.04
Competitive
+0.008
Stable
StructuredLabs/preswald
11.6%
+4.9
electric-sql/pglite
8.0%
+3.1
flet-dev/flet
5.7%
+2.2
leaningtech/webvm
5.6%
-1.9
huggingface/transformers.js
3.8%
-1.2
Others
65.4%
110
repos
7,029
stars
3D generation
0.08
Competitive
+0.014
Stable
Tencent-Hunyuan/Hunyuan3D-2
22.3%
+4.1
microsoft/TRELLIS
10.5%
+0.3
OrcaSlicer/OrcaSlicer
6.6%
+0.3
FreeCAD/FreeCAD
6.6%
+0.1
graphdeco-inria/gaussian-splatting
6.2%
+1.4
Others
47.8%
112
repos
6,993
stars
E-commerce
0.03
Competitive
-0.004
Stable
bagisto/bagisto
8.3%
-2.1
macrozheng/mall
8.2%
+2.5
medusajs/medusa
7.4%
-0.1
bagisto/opensource-ecommerce-mobile-app
6.5%
-2.5
dotnet/eShop
4.1%
-0.1
Others
65.5%
125
repos
6,824
stars
Home automation
0.06
Competitive
+0.009
Stable
home-assistant/core
16.7%
+6.3
idootop/mi-gpt
11.0%
-2.3
XiaoMi/ha_xiaomi_home
8.5%
-0.7
Akkudoktor-EOS/EOS
4.5%
+3.5
evcc-io/evcc
3.7%
0.0
Others
55.6%
131
repos
6,555
stars
Vector database
0.07
Competitive
-0.008
Stable
chroma-core/chroma
14.3%
-1.9
qdrant/qdrant
10.6%
-1.2
pgvector/pgvector
9.2%
-1.6
elastic/elasticsearch
8.0%
+0.9
redis/redis
7.3%
+0.7
Others
50.5%
47
repos
6,125
stars
Video editing
0.07
Competitive
+0.012
Stable
ali-vilab/VACE
15.1%
+15.1
FFmpeg/FFmpeg
12.9%
+0.9
mifi/lossless-cut
10.8%
+0.6
linyqh/NarratoAI
9.0%
+0.1
b-editor/beutl
5.3%
+5.0
Others
46.8%
94
repos
5,760
stars
Synthetic data
0.58
Dominated
+0.052
Consolidating
ConardLi/easy-dataset
76.0%
+76.0
Kiln-AI/Kiln
5.9%
-66.7
joke2k/faker
3.4%
+0.4
faker-js/faker
2.8%
-1.4
opendatalab/DocLayout-YOLO
2.5%
-0.3
Others
9.5%
30
repos
5,570
stars
Crypto trading
0.10
Competitive
-0.059
Fragmenting
freqtrade/freqtrade
22.9%
+4.8
ccxt/ccxt
14.2%
+5.3
hummingbot/hummingbot
12.9%
-20.5
nautechsystems/nautilus_trader
5.8%
-0.2
paperswithbacktest/awesome-systematic-trading
5.2%
+1.6
Others
39.0%
76
repos
3,994
stars
Headless CMS
0.11
Competitive
-0.027
Fragmenting
payloadcms/payload
21.3%
-8.4
strapi/strapi
17.9%
+6.3
directus/directus
9.4%
-3.9
TryGhost/Ghost
9.2%
+0.7
halo-dev/halo
8.7%
+2.7
Others
33.5%
49
repos
3,942
stars
Resume building
0.19
Mixed
+0.058
Consolidating
JOYCEQL/magic-resume
39.3%
+27.1
posquit0/Awesome-CV
11.0%
+2.3
srbhr/Resume-Matcher
7.7%
-8.7
Ocyss/boss-helper
6.6%
+4.1
xitanggg/open-resume
6.1%
+1.0
Others
29.5%
24
repos
2,359
stars
Database backup
0.09
Competitive
+0.016
Stable
kopia/kopia
16.2%
+5.6
restic/restic
15.1%
-0.3
garethgeorge/backrest
10.6%
+2.6
duplicati/duplicati
8.2%
-0.2
XayahSuSuSu/Android-DataBackup
7.8%
+0.8
Others
42.1%
45
repos
2,164
stars