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 April 2025
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Topics
GitHub trending
Repositories
Developers
Repository engagements
Insights
Stats
AI agent
0.01
Competitive
-0.008
Stable
openai/codex
6.7%
+6.7
kortix-ai/suna
2.9%
+2.9
microsoft/ai-agents-for-beginners
2.8%
+1.5
google/adk-python
2.6%
+2.6
browser-use/browser-use
2.5%
-1.6
Others
82.5%
1577
repos
301,820
stars
Self-hosted
0.01
Competitive
-0.001
Stable
n8n-io/n8n
7.1%
+2.8
open-webui/open-webui
2.9%
-0.1
awesome-selfhosted/awesome-selfhosted
2.0%
0.0
ollama/ollama
1.9%
-0.6
Zackriya-Solutions/meetily
1.7%
+1.5
Others
84.4%
1448
repos
200,452
stars
Curated list
0.04
Competitive
+0.024
Consolidating
x1xhlol/system-prompts-and-models-of-ai-tools
17.4%
+13.5
trimstray/the-book-of-secret-knowledge
3.4%
+1.7
PatrickJS/awesome-cursorrules
3.1%
-1.2
sindresorhus/awesome
2.7%
+2.7
kamranahmedse/developer-roadmap
2.4%
+0.1
Others
71.1%
735
repos
172,410
stars
MCP
0.04
Competitive
-0.016
Stable
modelcontextprotocol/servers
11.2%
-2.5
github/github-mcp-server
10.0%
+10.0
eyaltoledano/claude-task-master
5.0%
+4.5
PrefectHQ/fastmcp
4.2%
+2.8
modelcontextprotocol/python-sdk
3.4%
-0.3
Others
66.4%
351
repos
124,656
stars
Programming examples
0.02
Competitive
-0.014
Stable
codecrafters-io/build-your-own-x
9.1%
-6.2
microsoft/generative-ai-for-beginners
3.9%
+0.3
rasbt/LLMs-from-scratch
3.3%
+1.7
practical-tutorials/project-based-learning
2.8%
+0.1
vinta/awesome-python
2.7%
+0.4
Others
78.2%
964
repos
122,498
stars
AI coding assistant
0.14
Competitive
+0.093
Consolidating
x1xhlol/system-prompts-and-models-of-ai-tools
30.0%
+19.7
openai/codex
20.2%
+20.2
upstash/context7
5.1%
+5.1
cline/cline
4.4%
-4.6
RooCodeInc/Roo-Code
3.0%
-0.9
Others
37.3%
428
repos
99,934
stars
AI workflow
0.06
Competitive
+0.016
Stable
n8n-io/n8n
16.3%
+6.5
github/github-mcp-server
14.2%
+14.2
langgenius/dify
8.2%
-4.9
langflow-ai/langflow
4.8%
+1.0
firecrawl/firecrawl
4.2%
-2.0
Others
52.3%
376
repos
87,313
stars
NLP
0.02
Competitive
+0.000
Stable
microsoft/BitNet
5.7%
+5.6
rasbt/LLMs-from-scratch
4.6%
+2.3
QwenLM/Qwen3
3.6%
+2.9
PDFMathTranslate/PDFMathTranslate
3.1%
+1.4
datawhalechina/llm-cookbook
3.0%
+2.0
Others
80.0%
516
repos
86,225
stars
UI components
0.02
Competitive
-0.004
Stable
juliangarnier/anime
9.8%
+9.6
excalidraw/excalidraw
3.0%
0.0
fuma-nama/fumadocs
2.8%
+2.3
shadcn-ui/ui
2.2%
+2.2
facebook/react
1.5%
+0.1
Others
80.7%
871
repos
84,163
stars
Workflow automation
0.04
Competitive
-0.005
Stable
n8n-io/n8n
18.8%
+7.7
nektos/act
2.6%
+1.7
activepieces/activepieces
2.4%
+1.9
svcvit/Awesome-Dify-Workflow
2.3%
+0.5
lastmile-ai/mcp-agent
2.2%
+0.1
Others
71.7%
618
repos
75,553
stars
RAG
0.03
Competitive
-0.008
Stable
langgenius/dify
10.5%
-0.4
open-webui/open-webui
8.4%
+2.7
Shubhamsaboo/awesome-llm-apps
6.0%
-0.5
infiniflow/ragflow
5.4%
+0.5
HKUDS/LightRAG
3.7%
+2.9
Others
66.0%
325
repos
68,207
stars
Audio processing
0.07
Competitive
+0.050
Consolidating
nari-labs/dia
23.9%
+23.9
Zackriya-Solutions/meetily
6.2%
+5.3
RVC-Boss/GPT-SoVITS
4.1%
-0.1
openai/whisper
3.3%
-1.0
huggingface/transformers
2.9%
-1.2
Others
59.6%
418
repos
56,147
stars
Computer vision
0.02
Competitive
+0.004
Stable
hacksider/Deep-Live-Cam
10.7%
+4.1
facebookresearch/vggt
3.7%
-1.5
huggingface/transformers
3.0%
+0.2
SkyworkAI/SkyReels-V2
2.8%
+2.8
ultralytics/ultralytics
2.5%
+0.2
Others
77.3%
522
repos
55,130
stars
Local LLM
0.04
Competitive
-0.003
Stable
open-webui/open-webui
11.0%
+2.2
Shubhamsaboo/awesome-llm-apps
7.8%
-2.3
ollama/ollama
7.3%
0.0
CherryHQ/cherry-studio
6.9%
+1.0
hiyouga/LlamaFactory
4.5%
+0.1
Others
62.5%
267
repos
52,101
stars
Chatbot
0.03
Competitive
-0.000
Stable
open-webui/open-webui
11.2%
0.0
CherryHQ/cherry-studio
7.0%
-0.4
vanna-ai/vanna
5.2%
+3.6
xming521/WeClone
4.9%
+4.9
78/xiaozhi-esp32
3.8%
-1.8
Others
67.9%
357
repos
51,439
stars
Web scraping
0.04
Competitive
+0.008
Stable
unclecode/crawl4ai
13.2%
+7.3
yt-dlp/yt-dlp
8.1%
+0.9
firecrawl/firecrawl
7.3%
-3.8
JunkFood02/Seal
6.3%
+5.6
getmaxun/maxun
5.2%
+4.6
Others
59.9%
343
repos
50,371
stars
AI infrastructure
0.02
Competitive
-0.003
Stable
vllm-project/vllm
6.4%
+0.8
daytonaio/daytona
4.4%
+4.0
trycua/cua
4.3%
+2.6
BerriAI/litellm
3.6%
+0.8
AstrBotDevs/AstrBot
2.6%
-1.7
Others
78.8%
315
repos
49,073
stars
Proxy
0.02
Competitive
-0.002
Stable
clash-verge-rev/clash-verge-rev
7.0%
-1.8
fosrl/pangolin
4.2%
+0.1
BerriAI/litellm
3.6%
+0.2
2dust/v2rayN
3.4%
-0.2
caddyserver/caddy
2.9%
+1.6
Others
78.9%
464
repos
48,998
stars
Document processing
0.03
Competitive
-0.016
Stable
opendatalab/MinerU
7.1%
+2.4
docling-project/docling
6.3%
+1.6
funstory-ai/BabelDOC
6.0%
+5.5
PDFMathTranslate/PDFMathTranslate
5.9%
+2.8
ocrmypdf/OCRmyPDF
5.3%
-7.3
Others
69.5%
308
repos
45,571
stars
AI voice
0.13
Competitive
+0.071
Consolidating
nari-labs/dia
31.9%
+31.9
krillinai/KrillinAI
14.0%
+13.4
RVC-Boss/GPT-SoVITS
5.5%
-0.9
SparkAudio/Spark-TTS
4.4%
-16.7
mudler/LocalAI
2.3%
+0.2
Others
41.8%
227
repos
42,053
stars
AI image generation
0.02
Competitive
-0.005
Stable
Comfy-Org/ComfyUI
8.1%
-0.4
facebookresearch/vggt
5.9%
-1.9
AUTOMATIC1111/stable-diffusion-webui
4.7%
+0.5
ultralytics/ultralytics
4.0%
+0.6
joanrod/star-vector
2.1%
-3.9
Others
75.3%
354
repos
34,646
stars
AI video generation
0.08
Competitive
+0.010
Stable
hacksider/Deep-Live-Cam
17.3%
+4.1
krillinai/KrillinAI
17.2%
+16.7
duixcom/Duix-Avatar
7.1%
-7.4
huggingface/transformers
4.8%
-0.9
SkyworkAI/SkyReels-V2
4.6%
+4.6
Others
49.1%
241
repos
34,110
stars
Text to speech
0.17
Mixed
+0.093
Consolidating
nari-labs/dia
39.5%
+39.5
RVC-Boss/GPT-SoVITS
6.8%
-0.1
SparkAudio/Spark-TTS
5.5%
-17.2
Anxcye/anx-reader
3.8%
+1.5
canopyai/Orpheus-TTS
3.8%
-6.9
Others
40.5%
150
repos
33,985
stars
Cloud native
0.01
Competitive
-0.000
Stable
crestalnetwork/intentkit
3.7%
+3.2
alibaba/higress
3.2%
+2.2
kubernetes/kubernetes
2.6%
0.0
traefik/traefik
2.0%
+0.3
kelseyhightower/kubernetes-the-hard-way
2.0%
-0.2
Others
86.5%
364
repos
29,632
stars
Pentesting
0.01
Competitive
-0.001
Stable
Hack-with-Github/Awesome-Hacking
4.3%
+0.5
swisskyrepo/PayloadsAllTheThings
2.8%
+0.3
danielmiessler/SecLists
2.6%
+0.4
SWE-agent/SWE-agent
1.6%
+0.4
mitmproxy/mitmproxy
1.4%
+0.1
Others
87.3%
609
repos
28,909
stars
Headless browser
0.09
Competitive
+0.006
Stable
unclecode/crawl4ai
23.6%
+12.5
microsoft/playwright-mcp
11.1%
-9.7
browserbase/stagehand
8.2%
+4.2
magnitudedev/browser-agent
5.3%
+5.3
executeautomation/mcp-playwright
4.4%
-1.9
Others
47.5%
117
repos
28,125
stars
File management
0.02
Competitive
-0.006
Stable
immich-app/immich
8.4%
-2.8
AlistGo/alist
4.7%
+2.6
localsend/localsend
4.3%
0.0
schollz/croc
3.7%
+3.0
d4rken-org/sdmaid-se
3.4%
+3.0
Others
75.5%
290
repos
27,832
stars
Monitoring
0.02
Competitive
+0.002
Stable
louislam/uptime-kuma
6.2%
+1.2
fleetdm/fleet
4.6%
+4.2
comet-ml/opik
4.4%
+1.5
dgtlmoon/changedetection.io
3.5%
+1.6
exelban/stats
3.1%
+0.4
Others
78.2%
418
repos
26,781
stars
Authentication
0.04
Competitive
+0.010
Stable
tadata-org/fastapi_mcp
13.9%
+12.0
supabase/supabase
6.8%
-1.5
better-auth/better-auth
6.8%
-4.1
steveiliop56/tinyauth
5.5%
+4.8
netbirdio/netbird
2.6%
+0.6
Others
64.4%
306
repos
26,207
stars
Fintech
0.08
Competitive
-0.029
Fragmenting
virattt/ai-hedge-fund
26.0%
-4.9
juspay/hyperswitch
5.2%
+0.7
OpenBB-finance/OpenBB
5.1%
-4.4
maybe-finance/maybe
5.1%
+2.7
freqtrade/freqtrade
4.4%
+1.8
Others
54.3%
271
repos
25,423
stars
Emulator
0.02
Competitive
+0.001
Stable
droidrun/droidrun
9.2%
+9.2
momo5502/sogen
4.9%
+4.8
ghostty-org/ghostty
4.7%
-1.7
shadps4-emu/shadPS4
4.5%
-4.7
termux/termux-app
3.5%
+3.5
Others
73.2%
305
repos
24,220
stars
Data visualization
0.08
Competitive
+0.033
Consolidating
ahmedkhaleel2004/gitdiagram
23.0%
+9.1
liam-hq/liam
11.3%
+10.8
chartdb/chartdb
7.5%
+5.9
mermaid-js/mermaid
5.5%
-1.0
apache/echarts
5.0%
+3.5
Others
47.7%
210
repos
23,443
stars
Game development
0.01
Competitive
-0.016
Stable
godotengine/godot
5.0%
+0.7
hydralauncher/hydra
4.7%
+3.9
CoplayDev/unity-mcp
3.0%
-0.9
bevyengine/bevy
2.6%
+0.5
raysan5/raylib
2.0%
+0.1
Others
82.7%
459
repos
22,453
stars
AI translation
0.13
Competitive
+0.056
Consolidating
krillinai/KrillinAI
29.8%
+28.3
funstory-ai/BabelDOC
13.8%
+12.0
PDFMathTranslate/PDFMathTranslate
13.5%
+0.8
umlx5h/LLPlayer
3.9%
+3.2
WEIFENG2333/VideoCaptioner
3.8%
-2.7
Others
35.2%
75
repos
19,753
stars
Search
0.03
Competitive
-0.010
Stable
screenpipe/screenpipe
6.7%
+4.9
karakeep-app/karakeep
5.9%
+1.6
meilisearch/meilisearch
4.9%
+2.4
firecrawl/firecrawl-mcp-server
4.4%
-2.4
searxng/searxng
4.0%
-0.7
Others
74.1%
200
repos
18,904
stars
Observability
0.05
Competitive
+0.018
Stable
gofr-dev/gofr
18.9%
+6.9
comet-ml/opik
6.3%
+1.7
langfuse/langfuse
5.5%
0.0
coroot/coroot
3.4%
+2.7
tensorzero/tensorzero
3.2%
+0.4
Others
62.6%
181
repos
18,632
stars
Static analysis
0.02
Competitive
+0.001
Stable
colinhacks/zod
6.5%
+3.0
astral-sh/ruff
5.3%
-1.5
NationalSecurityAgency/ghidra
4.8%
-1.0
aquasecurity/trivy
4.8%
+2.5
biomejs/biome
3.6%
-0.8
Others
75.0%
250
repos
16,670
stars
Design system
0.03
Competitive
+0.011
Stable
shadcn-ui/ui
13.0%
+13.0
magicuidesign/magicui
4.3%
-1.8
twbs/bootstrap
3.9%
+1.1
lucide-icons/lucide
3.4%
-2.0
heroui-inc/heroui
2.9%
-0.4
Others
72.5%
144
repos
14,415
stars
AI memory
0.21
Mixed
-0.074
Fragmenting
mindverse/Second-Me
39.1%
-10.1
rowboatlabs/rowboat
17.5%
+17.4
screenpipe/screenpipe
9.9%
+6.4
mem0ai/mem0
9.8%
-6.5
letta-ai/letta
4.5%
-2.7
Others
19.2%
80
repos
12,903
stars
IoT
0.05
Competitive
-0.033
Fragmenting
78/xiaozhi-esp32
16.0%
-7.2
xinnan-tech/xiaozhi-esp32-server
9.0%
-3.4
akdeb/ElatoAI
7.2%
+7.2
home-assistant/core
5.1%
-2.5
XiaoMi/ha_xiaomi_home
3.0%
-0.9
Others
59.5%
179
repos
12,195
stars
Robotics
0.04
Competitive
-0.003
Stable
huggingface/lerobot
13.2%
-2.7
RoboVerseOrg/RoboVerse
8.4%
+8.4
apirrone/Open_Duck_Mini
4.5%
+0.3
TheRobotStudio/SO-ARM100
3.7%
+1.3
Physical-Intelligence/openpi
3.2%
-0.1
Others
67.0%
191
repos
12,170
stars
E-commerce
0.23
Mixed
+0.197
Consolidating
antiwork/gumroad
47.0%
+47.0
bagisto/bagisto
4.9%
-3.4
macrozheng/mall
4.1%
-4.0
bagisto/opensource-ecommerce-mobile-app
3.9%
-2.6
medusajs/medusa
3.7%
-3.7
Others
36.4%
125
repos
11,357
stars
WebAssembly
0.09
Competitive
+0.048
Consolidating
VERT-sh/VERT
25.7%
+25.3
StructuredLabs/preswald
8.7%
-2.9
leaningtech/webvm
5.3%
-0.3
flet-dev/flet
3.2%
-2.4
ffmpegwasm/ffmpeg.wasm
3.2%
+0.6
Others
53.8%
105
repos
8,489
stars
Data streaming
0.06
Competitive
-0.287
Fragmenting
pathwaycom/pathway
14.8%
-43.6
AutoMQ/automq
13.7%
+10.4
ClassicOldSong/Apollo
8.3%
+4.7
fluvio-community/fluvio
5.0%
+4.4
bluenviron/mediamtx
4.6%
+2.6
Others
53.6%
95
repos
8,347
stars
Digital human
0.20
Mixed
-0.160
Fragmenting
xming521/WeClone
31.2%
+30.8
duixcom/Duix-Avatar
29.8%
-29.4
duixcom/Duix-Mobile
9.9%
+3.4
moeru-ai/airi
4.6%
+2.4
lipku/LiveTalking
4.2%
-0.2
Others
20.3%
49
repos
8,089
stars
Image editing
0.03
Competitive
+0.000
Stable
upscayl/upscayl
7.5%
-0.2
civilblur/mazanoke
5.9%
+2.8
aseprite/aseprite
5.5%
+0.1
black-forest-labs/flux
5.4%
-1.0
T8RIN/ImageToolbox
5.0%
+0.5
Others
70.8%
113
repos
8,015
stars
Bundler
0.08
Competitive
+0.006
Stable
tauri-apps/tauri
16.7%
+0.7
StructuredLabs/preswald
11.9%
+1.3
vitejs/vite
11.3%
+0.5
oven-sh/bun
11.3%
+1.4
wxt-dev/wxt
5.6%
-1.9
Others
43.2%
56
repos
6,259
stars
3D generation
0.06
Competitive
-0.017
Stable
Tencent-Hunyuan/Hunyuan3D-2
18.2%
-4.1
microsoft/TRELLIS
8.5%
-2.0
FreeCAD/FreeCAD
7.1%
+0.5
ZiYang-xie/WorldGen
6.7%
+6.7
graphdeco-inria/gaussian-splatting
6.4%
+0.2
Others
53.1%
110
repos
5,884
stars
Vector database
0.07
Competitive
-0.005
Stable
chroma-core/chroma
11.4%
-2.9
pgvector/pgvector
9.7%
+0.4
qdrant/qdrant
9.7%
-0.9
spring-projects/spring-ai
9.6%
+2.7
redis/redis
8.0%
+0.6
Others
51.6%
47
repos
5,251
stars
Video editing
0.07
Competitive
-0.006
Stable
FFmpeg/FFmpeg
14.6%
+1.6
ali-vilab/VACE
10.9%
-4.2
mifi/lossless-cut
10.9%
+0.1
linyqh/NarratoAI
7.6%
-1.4
HandBrake/HandBrake
5.7%
+1.2
Others
50.3%
90
repos
4,994
stars
Home automation
0.04
Competitive
-0.015
Stable
home-assistant/core
13.4%
-3.2
idootop/mi-gpt
8.4%
-2.6
XiaoMi/ha_xiaomi_home
7.9%
-0.7
evcc-io/evcc
3.6%
-0.1
Koenkk/zigbee2mqtt
3.5%
+1.1
Others
63.2%
128
repos
4,676
stars
Crypto trading
0.14
Competitive
+0.037
Consolidating
freqtrade/freqtrade
25.7%
+2.8
nautechsystems/nautilus_trader
22.1%
+16.3
ccxt/ccxt
11.6%
-2.6
hummingbot/hummingbot
7.8%
-5.1
paperswithbacktest/awesome-systematic-trading
4.1%
-1.1
Others
28.7%
72
repos
4,357
stars
AI skills
0.14
Competitive
-0.293
Fragmenting
evalstate/fast-agent
25.2%
+22.2
ComposioHQ/composio
14.0%
-50.0
zhayujie/chatgpt-on-wechat
13.6%
+7.4
microsoft/AI-For-Beginners
13.4%
+9.6
refly-ai/refly
10.6%
+0.2
Others
23.2%
159
repos
4,316
stars
Headless CMS
0.12
Competitive
+0.012
Stable
payloadcms/payload
24.4%
+3.0
strapi/strapi
16.6%
-1.3
directus/directus
10.9%
+1.6
TryGhost/Ghost
9.4%
+0.2
halo-dev/halo
8.5%
-0.2
Others
30.2%
49
repos
3,736
stars
Synthetic data
0.43
Dominated
-0.156
Fragmenting
ConardLi/easy-dataset
64.6%
-11.4
opendatalab/DocLayout-YOLO
4.6%
+2.1
faker-js/faker
4.5%
+1.7
InternScience/GraphGen
3.8%
+3.8
AgibotTech/genie_sim
3.5%
+3.5
Others
19.0%
29
repos
2,742
stars
Database backup
0.09
Competitive
+0.005
Stable
restic/restic
16.5%
+1.4
duplicati/duplicati
15.6%
+7.4
kopia/kopia
10.5%
-5.7
garethgeorge/backrest
9.4%
-1.2
benbjohnson/litestream
8.6%
+4.0
Others
39.3%
45
repos
2,237
stars
Resume building
0.18
Mixed
-0.013
Stable
Nutlope/self.so
36.7%
+36.7
posquit0/Awesome-CV
11.6%
+0.6
JOYCEQL/magic-resume
9.6%
-29.6
srbhr/Resume-Matcher
7.5%
-0.2
DenverCoder1/github-readme-streak-stats
6.8%
+1.5
Others
27.9%
22
repos
1,727
stars