Signal engine scanningAI agents

Build the repos
the world stars.

STARFORGE reads live demand signals across the developer internet, scores every idea for virality across six dimensions, then generates the full kit — README, scaffold, social pack — in under sixty seconds.

30 free credits on signupCrypto + card acceptedPush directly to GitHub
starforge — signal engine
LIVE

SCANNING SIGNALS

GitHub Trending
47 repos
HN Front Page
12 threads
Web Search
1.2k hits
npm packages
203 new

IDEAS SURFACING ▾

94
agent-memory-kit
TypeScript
91
mcp-studio
Next.js
87
onchain-ci
Solidity
generating idea #848
847 repos generated today
ACTIVE

Engineered on

Next.jsTypeScriptConvexClerkClaudeOpenAI
2,847
Repos forged
143k
Stars accumulated
12k+
Signals per scan
48s
Median time

Live output — today's signals

What gets forged

Real ideas, scored and ranked. Click any card to see the full artifact — README, build prompt, file structure, and launch pack.

AI Agents
94
Explosive

agent-memory-kit

Plug-and-play persistent memory layer for any LLM agent. Semantically searchable, cloud-synced.

2.4k+847 this week
TypeScriptRedisVector DB
GitHub IssuesHNWeb
Dev Tools
91
Explosive

mcp-studio

Visual IDE for building, testing, and sharing MCP servers. The missing devtools layer.

1.9k+612 this week
Next.jsElectronTypeScript
GitHub TrendingHN
Web3
87
Explosive

onchain-ci

GitHub Actions workflow for smart contract audit, gas optimization, and automated deployment.

1.1k+290 this week
SolidityTypeScriptGH Actions
GitHub IssuesWeb

The engine

Four moves.
One trending repo.

Every step automated. Your only job is to pick the idea worth building.

STEP 01

Signal scan

The engine reads GitHub trending, Hacker News, web search, and npm in real time — finding unmet demand before it becomes obvious.

STEP 02

Virality score

Every idea scored across six dimensions: demand, timing, uniqueness, demo-ability, AI leverage, and build complexity.

STEP 03

Forge artifact

Pick the idea. Receive the full kit — viral README, Claude Code scaffold prompt, file structure, and a social launch pack.

STEP 04

Ship it

Push directly to GitHub — public or private — or paste the scaffold prompt into any AI IDE. Watch the stars arrive.

Intelligence sources

Where the signals come from

GitHub
Trending + issues
Hacker News
Front page + Ask HN
npm
Download velocity
Web Search
Reddit · X · ProductHunt
Dev forums
Community demand
OSS activity
Commit + PR velocity

The difference

Guessing vs. engineering.

Without starforge
  • Pick an idea in a vacuum.
  • Spend 8 hours writing the README.
  • Guess what to post, where.
  • Watch stars flatline at 4.
With starforge
  • Ideas ranked by live demand signals.
  • Full README + scaffold prompt in 60s.
  • Platform-tuned posts auto-generated.
  • Engineered for the algorithm's attention.

Pricing

Credits that scale
with ambition.

Pay per generation. No subscription to start. ETH, SOL, and USDC accepted.

Starter
$5
100 credits
~10 generations
Most popular
Builder
$12
300 credits
~30 generations
Studio
$35
1,000 credits
~100 generations
Unlimited
$99
credits
API access

New users receive 30 free credits · 10 credits per generation · 5 per artifact · 2 per GitHub push

Ready when you are

Stop building repos
nobody stars.

Join the builders using live signal intelligence to engineer repos that capture attention from day one. Thirty credits, free, no card required.