GitHub DBStars / use case / difficulty

GitHub RankingDB

StarsUse caseDifficultyObserved growth

Results

200

Top signal

Observed growth

Next step

Diagnosis

Dataset

Dify / Langflow / Flowise

Dify data
1
a

agency-agents

AgentsTeam pilot
msitarzewski/agency-agentsDeveloperNon-engineer

A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

Stars

128.8k

Forks

20.9k

Observed

+8.1k

Language

Shell

2
p

ponytail

Code generationTeam pilot
DietrichGebert/ponytailDeveloperNon-engineer

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Stars

77.0k

Forks

4.1k

Observed

+8.1k

Language

JavaScript

3
S

Superpowers

Code generationTeam pilot
obra/superpowersDeveloperNon-engineer

An agentic skills framework & software development methodology that works.

Stars

248.8k

Forks

22.1k

Observed

+6.4k

Language

Shell

4
A

Agent-Reach

Data collectionTeam pilot
Panniantong/Agent-ReachWorkflowNon-engineer

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Stars

52.8k

Forks

4.2k

Observed

+5.8k

Language

Python

5
c

codebase-memory-mcp

RAGTeam pilot
DeusData/codebase-memory-mcpNon-engineer

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Stars

28.1k

Forks

2.1k

Observed

+5.4k

Language

C

6
O

OpenMontage

Code generationTeam pilot
calesthio/OpenMontageDeveloperNon-engineer

World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.

Stars

35.1k

Forks

4.0k

Observed

+5.3k

Language

Python

7
Firecrawl logo

Firecrawl

Data collectionTeam pilot
firecrawl/firecrawlWorkflowNon-engineer

The API to search, scrape, and interact with the web at scale. 🔥

Stars

147.3k

Forks

8.5k

Observed

+5.2k

Language

TypeScript

8
H

Hermes Agent

Code generationTeam pilot
NousResearch/hermes-agentDeveloperNon-engineer

The agent that grows with you

Stars

211.1k

Forks

38.7k

Observed

+4.6k

Language

Python

9
a

ai-berkshire

Code generationTeam pilot
xbtlin/ai-berkshireDeveloperNon-engineer

AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.

Stars

11.8k

Forks

1.5k

Observed

+4.3k

Language

Python

10
a

agent-skills

Code generationTeam pilot
addyosmani/agent-skillsDeveloperNon-engineer

Production-grade engineering skills for AI coding agents.

Stars

72.3k

Forks

7.8k

Observed

+4.1k

Language

JavaScript

11
c

cc-switch

PlatformTeam pilot
farion1231/cc-switchChat/RAGSelf-hostNon-engineer

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io

Stars

114.4k

Forks

7.6k

Observed

+3.2k

Language

Rust

12
E

ECC

Code generationTeam pilot
affaan-m/ECCDeveloperNon-engineer

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Stars

227.1k

Forks

34.7k

Observed

+3.1k

Language

JavaScript

13
h

headroom

RAGTeam pilot
headroomlabs-ai/headroomNon-engineer

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Stars

57.6k

Forks

4.2k

Observed

+3.0k

Language

Python

14
o

opencode

Code generationTeam pilot
anomalyco/opencodeDeveloperNon-engineer

The open source coding agent.

Stars

183.4k

Forks

22.8k

Observed

+2.5k

Language

TypeScript

15
l

last30days-skill

RAGTeam pilot
mvanhorn/last30days-skillNon-engineer

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

Stars

50.4k

Forks

4.2k

Observed

+2.5k

Language

Python

16
a

awesome-design-md

デザイン・Web制作Team pilot
VoltAgent/awesome-design-mdNon-engineer

A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.

Stars

96.9k

Forks

11.4k

Observed

+2.3k

Language

Unknown

17
m

markitdown

文書作成・要約Team pilot
microsoft/markitdownNon-engineer

Python tool for converting files and office documents to Markdown.

Stars

163.8k

Forks

11.6k

Observed

+2.1k

Language

Python

18
c

codegraph

RAGTeam pilot
colbymchenry/codegraphNon-engineer

Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, and Hermes Agent — fewer tokens, fewer tool calls, 100% local

Stars

58.4k

Forks

3.6k

Observed

+2.0k

Language

TypeScript

19
p

pi

Code generationTeam pilot
earendil-works/piDeveloperNon-engineer

AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

Stars

68.5k

Forks

8.4k

Observed

+1.7k

Language

TypeScript

20
T

TradingAgents

AgentsTeam pilot
TauricResearch/TradingAgentsDeveloperNon-engineer

TradingAgents: Multi-Agents LLM Financial Trading Framework

Stars

91.7k

Forks

17.7k

Observed

+1.7k

Language

Python

21
Browser Use logo

Browser Use

Browser automationTeam pilot
browser-use/browser-useWorkflowNon-engineer

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Stars

103.4k

Forks

11.4k

Observed

+1.6k

Language

Python

22
c

claude-code

Code generationTeam pilot
anthropics/claude-codeDeveloperNon-engineer

Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.

Stars

136.7k

Forks

22.0k

Observed

+1.6k

Language

Python

23
m

marketingskills

Code generationTeam pilot
coreyhaines31/marketingskillsDeveloperNon-engineer

Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.

Stars

37.1k

Forks

6.0k

Observed

+1.6k

Language

JavaScript

24
a

awesome-claude-code

AutomationNon-engineer
hesreallyhim/awesome-claude-codeWorkflowNon-engineer

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins

Stars

49.2k

Forks

4.3k

Observed

+1.5k

Language

Python