Repos rated Caution

Worth a closer look: one maintainer, slow replies, no license, a stale package or unexplained star bursts. 1.3k repos, most stars first. The methodology lists every rule.

exa-labs/exa-mcp-server 5.2k stars
kodu-ai/claude-coder 5.2k stars
h2oai/h2o-llmstudio 5.2k stars
ethanplusai/sellbird 5.2k stars
datawhalechina/tiny-universe 5.1k stars
mangiucugna/json_repair 5.1k stars
ai-boost/awesome-harness-engineering 5.1k stars
Appllama/appllama-skills 5.1k stars
huggingface/text-embeddings-inference 5.1k stars
PerryTS/perry 5.1k stars
tencentmusic/cube-studio 5.1k stars
oritera/Cairn 5.1k stars
clidey/whodb 5.1k stars
Manavarya09/design-extract 5.1k stars
langwatch/langwatch 5k stars
changyeyu/LLM-RL-Visualized 5k stars
mock-server/mockserver-monorepo 5k stars
brycewang-stanford/Auto-Empirical-Research-Skills 5k stars
Fractal-Compute-Orchestrations/FractalCore 5k stars
bowenliang123/dsh-context 4.9k stars
nguyenphutrong/quotio 4.9k stars
phone-harness/phone-harness 4.9k stars
walkinglabs/hands-on-modern-rl 4.9k stars
rivet-dev/agentos 4.9k stars
Fractal-Compute-Orchestrations/FractalAndroid 4.9k stars
vinta/pangu.js 4.9k stars
mlabonne/llm-datasets 4.8k stars
feyninc/chonkie 4.8k stars
ruc-datalab/DeepAnalyze 4.8k stars
PenglongHuang/chinese-novelist-skill 4.8k stars
ParisNeo/lollms-webui 4.8k stars
x-cmd/x-cmd 4.7k stars
origin-brain/beat-ai 4.7k stars
zebbern/claude-code-guide 4.7k stars
AhmadHassan-BTed/ShopifyAutoAuth 4.7k stars
daveebbelaar/ai-cookbook 4.7k stars
ruvnet/RuVector 4.7k stars
AhmadHassan-BTed/FormFilla 4.7k stars
TencentCloudADP/youtu-agent 4.6k stars
TingsongYu/PyTorch-Tutorial-2nd 4.6k stars
IvanMurzak/Unity-MCP 4.6k stars
cs-lazy-tools/ChatGPT-On-CS 4.6k stars
dagucloud/dagu 4.6k stars
xianyu110/awesome-openclaw-tutorial 4.6k stars
luban-agi/Awesome-AIGC-Tutorials 4.6k stars
basicmachines-co/basic-memory 4.6k stars
kungfu-systems/kungfu 4.5k stars
AIScientists-Dev/academic-humanizer 4.5k stars
judge0/judge0 4.5k stars
crmne/ruby_llm 4.5k stars
Chevey339/kelivo 4.5k stars
oracle-devrel/oracle-ai-developer-hub 4.5k stars
gptme/gptme 4.5k stars
AlexAnys/awesome-openclaw-usecases-zh 4.5k stars
nageoffer/ragent 4.5k stars
CortexReach/memory-lancedb-pro 4.4k stars
archestra-ai/archestra 4.4k stars
zai-org/GLM-4.5 4.4k stars
yjhjstz/deep-into-node 4.4k stars
GiovanniPasq/agentic-rag-for-dummies 4.4k stars
lintsinghua/claude-code-book 4.4k stars
isjiamu/gzh-design-skill 4.3k stars
tigerless-labs/agent-memory 4.3k stars
haris-musa/excel-mcp-server 4.3k stars
donutbrowser/donutbrowser 4.3k stars
ombharatiya/ai-system-design-guide 4.3k stars
CommandCodeAI/command-code 4.2k stars
CopilotKit/OpenIntelligentUI 4.2k stars
flypythoncom/python 4.2k stars
stickerdaniel/linkedin-mcp-server 4.2k stars
dataelement/Clawith 4.2k stars
txn2/kubefwd 4.2k stars
kksimp/Mac.apk 4.2k stars
raiyanyahya/how-to-train-your-gpt 4.2k stars
AhmadHassan-BTed/JinaClip 4.2k stars
marcelroed/gigatoken 4.2k stars
groupultra/telegram-search 4.1k stars
nowork-studio/notfair-plugin 4.1k stars
raullenchai/Rapid-MLX 4.1k stars
yaojingang/GEOFlow 4.1k stars
Sumanth077/Hands-On-AI-Engineering 4.1k stars
remorses/playwriter 4.1k stars
mergisi/awesome-openclaw-agents 4.1k stars
bostrot/wslmanager 4.1k stars
samuelgursky/davinci-resolve-mcp 4.1k stars
TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials 4k stars
aldegad/sprite-gen 4k stars
dembrandt/dembrandt 4k stars
evalstate/fast-agent 4k stars
simonlin1212/TradingAgents-astock 4k stars
yvgude/lean-ctx 3.9k stars
PurpleDoubleD/locally-uncensored 3.9k stars
lemony-ai/cascadeflow 3.9k stars
code-yeongyu/lazycodex 3.9k stars
dromara/liteflow 3.9k stars
cosmicstack-labs/mercury-agent 3.9k stars
HolmesGPT/holmesgpt 3.9k stars
nasa/NASA-3D-Resources 3.9k stars
Atmosphere/atmosphere 3.8k stars
foryourhealth111-pixel/Vibe-Skills 3.8k stars
geekjourneyx/md2wechat-skill 3.8k stars
1186258278/OpenClawChineseTranslation 3.8k stars
Nanako0129/sepia 3.8k stars
hemansnation/AI-Engineer-Headquarters 3.8k stars
modelcontextprotocol/java-sdk 3.8k stars
whiteguo233/OpenBiliClaw 3.7k stars
shobrook/adrenaline 3.7k stars
morphik-org/morphik-core 3.7k stars
llm-workflow-engine/llm-workflow-engine 3.7k stars
cbamls/AI_Tutorial 3.7k stars
scenario-labs/skills 3.7k stars
wesammustafa/Claude-Code-Quest 3.7k stars
eracle/OpenOutreach 3.7k stars
Javis603/token-monitor 3.7k stars
sligter/LandPPT 3.7k stars
Derpyu520/qq-bridge 3.6k stars
buchidonggua/dg-ai-notes 3.6k stars
yanliudesign/mono-color-skill 3.6k stars
amitshekhariitbhu/ai-engineering-interview-questions 3.6k stars
onecli/onecli 3.6k stars
SeemSeam/claude_codex_bridge 3.6k stars
bergside/awesome-design-skills 3.6k stars
AtomicBot-ai/atomic-agent 3.6k stars
liaokongVFX/MCP-Chinese-Getting-Started-Guide 3.6k stars
open-webui/open-terminal 3.6k stars
huangjunsen0406/py-xiaozhi 3.5k stars
yilewang/llm-for-zotero 3.5k stars
dragoonDorise/EmuDeck 3.5k stars
any4ai/AnyCrawl 3.5k stars
swarmpit/swarmpit 3.5k stars
hi-godot/godot-ai 3.5k stars
taylorwilsdon/google_workspace_mcp 3.5k stars
Snailclimb/interview-guide 3.5k stars
punitarani/fli 3.5k stars
nicedreamzapp/claude-code-local 3.5k stars
zeronsh/zeron 3.5k stars
codefuse-ai/Awesome-Code-LLM 3.5k stars
towhee-io/towhee 3.5k stars
DSXiangLi/DecryptPrompt 3.5k stars
entropy-research/Devon 3.5k stars
joreilly/PeopleInSpace 3.4k stars
lxf746/any-auto-register 3.4k stars
ForceInjection/AI-fundamentals 3.4k stars
Zjh-819/LLMDataHub 3.4k stars
noahshinn/reflexion 3.4k stars
langchain-ai/langgraphjs 3.4k stars
jjyaoao/HelloAgents 3.4k stars
samugit83/redamon 3.4k stars
haydenbleasel/ultracite 3.4k stars
off-grid-ai/OGAM 3.4k stars
vibheksoni/stealth-browser-mcp 3.4k stars
xpf0000/FlyEnv 3.4k stars
BBuf/how-to-optim-algorithm-in-cuda 3.3k stars
Owl-Listener/designer-skills 3.3k stars
johnbean393/Sidekick 3.3k stars
FB208/OpenBidKit_Yibiao 3.3k stars
X-D-Lab/LangChain-ChatGLM-Webui 3.3k stars
itsOwen/CyberScraper-2077 3.3k stars
neka-nat/freecad-mcp 3.3k stars
cortex-docs/cortex 3.3k stars
southleft/figma-console-mcp 3.3k stars
blazickjp/arxiv-mcp-server 3.3k stars
av/harbor 3.3k stars
signerlabs/ShipSwift 3.3k stars
Natively-AI-assistant/natively-cluely-ai-assistant 3.3k stars
xlang-ai/OSWorld 3.3k stars
ciembor/agent-rules-books 3.3k stars
KhazP/vibe-coding-prompt-template 3.2k stars
Prism-Shadow/penguin-harness 3.2k stars
tianma-if/edgeever 3.2k stars
mayneyao/eidos 3.2k stars
OpenGVLab/InternGPT 3.2k stars
microsoft/skills 3.2k stars
MaxMiksa/Autonomous-Company 3.2k stars
kite-org/kite 3.2k stars
hello245m/free-stockdb 3.2k stars
zjunlp/LLMAgentPapers 3.1k stars
abhinavxd/libredesk 3.1k stars
SharpAI/DeepCamera 3.1k stars
b4rtaz/distributed-llama 3.1k stars
robert-mcdermott/ai-knowledge-graph 3.1k stars
LLMQuant/quant-mind 3.1k stars
dwgx/WindsurfAPI 3.1k stars
larashero3-dotcom/writing-dna-skill 3.1k stars
containers/ramalama 3.1k stars
openlake-project/openlake 3.1k stars
dmtrKovalenko/fframes 3.1k stars
openags/paper-search-mcp 3.1k stars
yb2460/harness-anything 3.1k stars
deedy5/ddgs 3.1k stars
rafska/awesome-local-llm 3.1k stars
Simon-He95/markstream-vue 3.1k stars
pinecone-io/examples 3.1k stars
openlit/openlit 3k stars
runkids/skillshare 3k stars
ianarawjo/ChainForge 3k stars
silexlabs/Silex 3k stars
vercel-labs/opensrc 3k stars
xyproto/algernon 3k stars
butterbase-ai/butterbase 3k stars