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Language Ecosystem

A visual breakdown of programming languages across 3,143 packages.

Jump to: overview | cards | heatmap | trends
Python
TypeScript
JavaScript
Python1287 (40.9%)
TypeScript732 (23.3%)
JavaScript417 (13.3%)
Rust153 (4.9%)
Go112 (3.6%)
Docs / Meta111 (3.5%)
Shell49 (1.6%)
HTML36 (1.1%)
Jupyter Notebook32 (1.0%)
C++32 (1.0%)
C#32 (1.0%)
Java31 (1.0%)
Swift16 (0.5%)
Kotlin11 (0.3%)
PHP9 (0.3%)
C9 (0.3%)
Ruby8 (0.3%)
Elixir7 (0.2%)
MDX6 (0.2%)
Dart6 (0.2%)
Zig5 (0.2%)
PowerShell4 (0.1%)
Cython3 (0.1%)
CSS3 (0.1%)
Scala2 (0.1%)
Pascal2 (0.1%)
Nix2 (0.1%)
Assembly2 (0.1%)
Vue1 (0.0%)
TeX1 (0.0%)
TSQL1 (0.0%)
Solidity1 (0.0%)
Sass1 (0.0%)
SCSS1 (0.0%)
ReScript1 (0.0%)
QML1 (0.0%)
Markdown1 (0.0%)
MLIR1 (0.0%)
Lua1 (0.0%)
LLVM1 (0.0%)
Just1 (0.0%)
Julia1 (0.0%)
Jinja1 (0.0%)
Haskell1 (0.0%)
HCL1 (0.0%)
GDScript1 (0.0%)
F#1 (0.0%)
EJS1 (0.0%)
Clojure1 (0.0%)
Bluespec1 (0.0%)
Blade1 (0.0%)
Batchfile1 (0.0%)

Language source audit

Audit trail for where each language label came from.

GitHub primary
2,702
Registry default
317
Docs / Meta bucket
102
Manual map
11
Inferred
4

Languages

Python
1287 packages (40.9%)
Total stars: 5.2M
Avg stars/pkg: 4.0K
Top packages
AutoGPT184K★
transformers160K★
langchain134K★
markitdown114K★
hermes-agent108K★
TypeScript
732 packages (23.3%)
Total stars: 1.8M
Avg stars/pkg: 2.5K
Top packages
n8n185K★
dify139K★
gemini-cli102K★
lobehub75K★
claude-mem65K★
JavaScript
417 packages (13.3%)
Total stars: 291K
Avg stars/pkg: 697
Top packages
everything-claude-code163K★
anything-llm59K★
career-ops38K★
xiaozhi-esp32-server9.3K★
firecrawl-mcp-server6.1K★
Rust
153 packages (4.9%)
Total stars: 404K
Avg stars/pkg: 2.6K
Top packages
meilisearch57K★
goose43K★
@aaif/goose43K★
tabby33K★
qdrant31K★
Go
112 packages (3.6%)
Total stars: 502K
Avg stars/pkg: 4.5K
Top packages
ollama170K★
LocalAI46K★
milvus44K★
tidb40K★
new-api28K★
Docs / Meta
111 packages (3.5%)
Total stars: 96K
Avg stars/pkg: 865
Top packages
system_prompts_leaks39K★
CL4R1T4S22K★
awesome-prompts7.7K★
chinese-llm-benchmark5.9K★
claude-code-guide4.0K★
Shell
49 packages (1.6%)
Total stars: 12K
Avg stars/pkg: 239
Top packages
autoresearch3.9K★
Generative-Media-Skills3.0K★
seo-geo-claude-skills1.1K★
spec_driven_develop699★
claude-forge659★
HTML
36 packages (1.1%)
Total stars: 199K
Avg stars/pkg: 5.5K
Top packages
prompts.chat160K★
cua14K★
lancedb10K★
david-ai6.1K★
judge04.1K★
Jupyter Notebook
32 packages (1.0%)
Total stars: 201K
Avg stars/pkg: 6.3K
Top packages
generative-ai-for-beginners110K★
guidance21K★
FinGPT20K★
mcp-for-beginners16K★
notebook13K★
C++
32 packages (1.0%)
Total stars: 424K
Avg stars/pkg: 13K
Top packages
tensorflow195K★
llama.cpp106K★
grpcio45K★
onnxruntime20K★
ortools13K★
C#
32 packages (1.0%)
Total stars: 42K
Avg stars/pkg: 1.3K
Top packages
semantic-kernel28K★
csharp-sdk4.2K★
BotSharp3.0K★
Serenity2.7K★
FastExpressionCompiler1.4K★
Java
31 packages (1.0%)
Total stars: 45K
Avg stars/pkg: 1.4K
Top packages
langchain4j12K★
vespa6.9K★
objectbox-java4.6K★
crate4.4K★
atmosphere3.8K★
Swift
16 packages (0.5%)
Total stars: 7.7K
Avg stars/pkg: 481
Top packages
osaurus5.1K★
Wax711★
cupertino656★
Agent368★
VecturaKit283★
Kotlin
11 packages (0.3%)
Total stars: 10K
Avg stars/pkg: 937
Top packages
kotlinpoet4.1K★
koog4.1K★
kotlin-sdk1.3K★
fabrikt258★
svg-to-compose200★
PHP
9 packages (0.3%)
Total stars: 3.9K
Avg stars/pkg: 432
Top packages
neuron-ai1.9K★
php-sdk1.5K★
mcp-sdk-php365★
bake112★
webmvcframework52★
C
9 packages (0.3%)
Total stars: 11K
Avg stars/pkg: 1.3K
Top packages
RediSearch6.1K★
simsimd1.8K★
TuyaOpen1.5K★
sqlite-vector855★
AgentOS466★
Ruby
8 packages (0.3%)
Total stars: 2.5K
Avg stars/pkg: 315
Top packages
rage1.3K★
ruby-sdk783★
rails-ai-context125★
action_mcp106★
ruby-mcp-client103★
Elixir
7 packages (0.2%)
Total stars: 16K
Avg stars/pkg: 2.3K
Top packages
symphony15K★
igniter394★
sagents214★
anubis-mcp123★
DSPex17★
MDX
6 packages (0.2%)
Total stars: 26K
Avg stars/pkg: 4.3K
Top packages
haystack25K★
ERA303★
docs187★
docs.surrealdb.com116★
weaviate-io87★
Dart
6 packages (0.2%)
Total stars: 7.2K
Avg stars/pkg: 1.2K
Top packages
aidea6.9K★
flutter-skill205★
arb_translate70★
tonik10★
graphlink8★
Zig
5 packages (0.2%)
Total stars: 768
Avg stars/pkg: 154
Top packages
codedb742★
@genesis-agent/cli14★
clumsies10★
mcp.zig2★
PocketFlow-Zig0★
PowerShell
4 packages (0.1%)
Total stars: 64
Avg stars/pkg: 16
Top packages
dotbot46★
x-dev-pipeline11★
signal5★
CodeStacker2★
Cython
3 packages (0.1%)
Total stars: 12K
Avg stars/pkg: 4.1K
Top packages
uvloop12K★
cymem460★
preshed88★
CSS
3 packages (0.1%)
Total stars: 52
Avg stars/pkg: 17
Top packages
MCAF49★
ai-trading-agent2★
claude-hooks1★
Scala
2 packages (0.1%)
Total stars: 43K
Avg stars/pkg: 22K
Top packages
pyspark43K★
sbt-dao-generator16★
Pascal
2 packages (0.1%)
Total stars: 171
Avg stars/pkg: 86
Top packages
MakerAi163★
FluidVCL8★
Nix
2 packages (0.1%)
Total stars: 1.1K
Avg stars/pkg: 531
Top packages
llm-agents.nix1.1K★
nix-ai5★
Assembly
2 packages (0.1%)
Total stars: 56
Avg stars/pkg: 28
Top packages
Sign32★
ICMP-Ghost-A-Fileless-x64-Assembly-C2-Agent24★
Vue
1 packages (0.0%)
Total stars: 1
Avg stars/pkg: 1
Top packages
OpenClaw-Turbo1★
TeX
1 packages (0.0%)
Total stars: 9
Avg stars/pkg: 9
Top packages
claude-scholar9★
TSQL
1 packages (0.0%)
Total stars: 18
Avg stars/pkg: 18
Top packages
@memberjunction/ai-agents18★
Solidity
1 packages (0.0%)
Total stars: 2
Avg stars/pkg: 2
Top packages
ghost-protocol2★
Sass
1 packages (0.0%)
Total stars: 5.0K
Avg stars/pkg: 5.0K
Top packages
sphinx-rtd-theme5.0K★
SCSS
1 packages (0.0%)
Total stars: 1
Avg stars/pkg: 1
Top packages
awesome-claude-code-resources1★
ReScript
1 packages (0.0%)
Total stars: 325
Avg stars/pkg: 325
Top packages
frontman325★
QML
1 packages (0.0%)
Total stars: 150
Avg stars/pkg: 150
Top packages
QuickDesk150★
Markdown
1 packages (0.0%)
Total stars: 22
Avg stars/pkg: 22
Top packages
ai-agents22★
MLIR
1 packages (0.0%)
Total stars: 19K
Avg stars/pkg: 19K
Top packages
triton19K★
Lua
1 packages (0.0%)
Total stars: 75
Avg stars/pkg: 75
Top packages
Dota2AIFramework75★
LLVM
1 packages (0.0%)
Total stars: 38K
Avg stars/pkg: 38K
Top packages
clang-format38K★
Just
1 packages (0.0%)
Total stars: 2
Avg stars/pkg: 2
Top packages
claude-container2★
Julia
1 packages (0.0%)
Total stars: 40
Avg stars/pkg: 40
Top packages
GalerkinToolkit.jl40★
Jinja
1 packages (0.0%)
Total stars: 7
Avg stars/pkg: 7
Top packages
forge7★
Haskell
1 packages (0.0%)
Total stars: 168
Avg stars/pkg: 168
Top packages
Drasil168★
HCL
1 packages (0.0%)
Total stars: 215
Avg stars/pkg: 215
Top packages
guidance-for-multi-provider-generative-ai-gateway-on-aws215★
GDScript
1 packages (0.0%)
Total stars: 2.2K
Avg stars/pkg: 2.2K
Top packages
Microverse2.2K★
F#
1 packages (0.0%)
Total stars: 60
Avg stars/pkg: 60
Top packages
SageFs60★
EJS
1 packages (0.0%)
Total stars: 2
Avg stars/pkg: 2
Top packages
ai-dev-kit2★
Clojure
1 packages (0.0%)
Total stars: 1.4K
Avg stars/pkg: 1.4K
Top packages
datalevin1.4K★
Bluespec
1 packages (0.0%)
Total stars: 59
Avg stars/pkg: 59
Top packages
quint-llm-kit59★
Blade
1 packages (0.0%)
Total stars: 63
Avg stars/pkg: 63
Top packages
laravel-travel-agent63★
Batchfile
1 packages (0.0%)
Total stars: 33
Avg stars/pkg: 33
Top packages
recallium33★

Category × Language Heatmap

CategoryPythonTypeScriptJavaScriptRustGoDocs / MetaShellHTML
AI Agents131208212241227134
Databases981792612422
Developer Tools16010323
Frameworks392917516112288
Infrastructure161321063
MCP Servers314323864849281814
Prompt Engineering15145173
RAG & Memory582697321
Security42111164221
Testing2656131051
Uncategorized35142129312

🌟 Rising Stars

Languages with high average stars per project — niche but impactful.

LanguageProjectsTotal StarsAvg Stars/Pkg
LLVM138K38K
Scala243K22K
MLIR119K19K
C++32424K13K
Jupyter Notebook32201K6.3K

🐍 vs 🔷 Ecosystem Dominance

Python vs TypeScript — which language wins each category?

CategoryPythonTypeScriptWinner
AI Agents131208🔷 TypeScript
Databases9817🐍 Python
Developer Tools16010🐍 Python
Frameworks39291🐍 Python
Infrastructure1613🐍 Python
MCP Servers314323🔷 TypeScript
Prompt Engineering1514🐍 Python
RAG & Memory5826🐍 Python
Security4211🐍 Python
Testing265🐍 Python
Uncategorized3514🐍 Python
🤖 Agents: Browse packages by language at /browse