// documentation
how it works
everything you need to know about claude confidence scores and the pump_by_claude platform.
Overview
pump_by_claude is an intelligence layer for pump.fun token launches. It provides real-time analysis and a confidence score for every token, helping traders understand what they're looking at before making decisions.
The platform does not provide buy/sell signals or financial advice. It provides context — data points that help you make informed decisions.
$ pump_by_claude --version
> v1.0.0 | context layer for pump.fun
> powered by claude AI
Claude Confidence Score
The Claude Confidence Score is a 0-100 metric calculated in real-time for every token. It answers one question: Is this token's structure healthy or risky?
70-100
healthy
Good distribution, organic volume, low clustering risk
40-69
moderate
Mixed signals, requires careful evaluation
0-39
risky
Concentrated holdings, suspicious patterns detected
How to Use
Browse tokens
Use the explorer to see all tokens with their confidence scores. Filter and sort by score, market cap, or age.
Check the score
Look at the confidence score and delta. A high score with positive delta means improving structure.
Read the tags
Reason tags explain why the score is what it is. “wallet clustering” or “organic volume” — quick context.
Make your decision
We don't tell you what to do. You have context now — use it wisely.
Analysis Methodology
Claude analyzes multiple data points to calculate the confidence score. Each factor contributes to the final assessment.
Holder Analysis
We analyze the distribution of token holdings across all wallets. Concentrated holdings (few wallets holding most supply) indicate higher risk.
Volume Patterns
Trading volume is analyzed for organic vs artificial patterns. Sudden spikes without corresponding holder growth may indicate manipulation.
Wallet Clustering
We detect wallets that appear to be controlled by the same entity through transaction pattern analysis. High clustering suggests coordinated activity.
Launch Overview
pump_by_claude lets you launch tokens directly on pump.fun using Lightning Transaction. Fast, simple, and with instant Claude analysis on your newly created token.
Launch Fee
The platform fee for launching a token is 0.04 SOL. This fee covers transaction costs and platform maintenance. There are no hidden fees.
> platform_fee: 0.04 SOL
> pump_fun_fee: included
> hidden_fees: none
> payment_wallet: 2uWXGG...KuJaQ
Lightning Transaction
We use PumpPortal's Lightning Transaction API for instant token creation. Your token is created and live on pump.fun within seconds, not minutes.
instant
Token created in seconds
auto IPFS
Metadata uploaded automatically
dev buy
Optional initial purchase
helius RPC
Fast, reliable transactions
Creator Rewards
Creator rewards are 100% controlled by Claude. There is no dev involvement, no manual intervention, and no PvP dynamics.
> reward_actions: [buyback, burn, lock, none]
> decision_maker: claude (autonomous)
> evaluation: per_epoch
> human_intervention: false
Duplicate Ticker Prevention
Each ticker can only be launched once. This prevents fake revivals, name pollution, and maintains cleaner charts and narratives across the platform.
API Overview
Access pump_by_claude data programmatically. The API provides real-time confidence scores, holder analysis, and historical data.
$ curl https://api.pumpbyclaude.com/v1/tokens/MINT_ADDRESS
{
"token": { ... },
"claude_analysis": {
"confidence_score": 74,
"positive_signals": [...],
"risk_factors": [...],
"recommendation": "medium"
},
"trades": [...]
}
Endpoints
Base URL: https://api.pumpbyclaude.com
GET /v1/tokens
List all tokens with confidence scores
https://api.pumpbyclaude.com/v1/tokens?limit=50&offset=0
GET /v1/tokens/:mint
Get detailed token analysis by mint address
https://api.pumpbyclaude.com/v1/tokens/So11111...pump
GET /v1/tokens/:mint/trades
Get recent trades for a token
https://api.pumpbyclaude.com/v1/tokens/So11111...pump/trades?limit=100
GET /v1/tokens/:mint/holders
Get holder distribution analysis
https://api.pumpbyclaude.com/v1/tokens/So11111...pump/holders
GET /v1/stats
Platform statistics and metrics
https://api.pumpbyclaude.com/v1/stats
GET /v1/feed
Real-time trade feed with confidence scores
https://api.pumpbyclaude.com/v1/feed?limit=50
POST /v1/launch
Create token launch request (requires auth)
https://api.pumpbyclaude.com/v1/launch
GET /v1/launch/:id
Check launch status
https://api.pumpbyclaude.com/v1/launch/abc123
Rate Limits
API requests are rate-limited to ensure fair usage across all users.
free tier
100 requests/minute
premium
1000 requests/minute
FAQ
Is this financial advice?
No. pump_by_claude provides context and data analysis. It does not provide buy/sell recommendations or financial advice.
How often are scores updated?
Scores are recalculated every 30 seconds for active tokens. Historical data is available with 1-hour granularity.
Can the score be manipulated?
The algorithm is designed to detect manipulation attempts. Artificial activity typically results in lower scores.
How much does launching cost?
The launch fee is 0.04 SOL. This covers platform fees and transaction costs. You can also add an optional dev buy amount.
Is the API free?
Basic API access is free with rate limits. Premium tiers with higher limits are available.
Terms of Service
By using pump_by_claude, you acknowledge that the platform provides informational data only. All trading decisions are your own responsibility. The confidence score is not a guarantee of token performance or safety. Token launches are processed via third-party APIs and we are not responsible for any failures or losses.
Privacy Policy
We analyze publicly available blockchain data. We do not collect personal information beyond basic usage analytics. API keys are hashed and stored securely. Launch data is stored temporarily for processing and verification purposes only.