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Paste your scamrisk.xyz API key in the popup to overlay live risk scores on axiom.trade — rug, ring, and sniper bot detection. Scamrisk for Pump.fun — Real-Time Solana Risk Detection Get an instant Green / Yellow / Red risk verdict on every pump.fun token, inline in the page. Scamrisk fingerprints sybil rings, sniper wallets, repeat-rugger creators, and insider concentration patterns in real time — so you see the rug forming before it pulls. ✓ Sub-second signals on new launches ✓ Sybil-cluster + sniper wallet detection ✓ Smart-money buyer alerts ✓ Creator history & rug-pull pattern matching ✓ Works inline on pump.fun — zero workflow change On Solana, a memecoin can go from launch to liquidity drain in under sixty seconds. The window between "this looks early" and "you just got rugged" is shorter than the time it takes most tools to refresh their dashboards. We built Scamrisk to close that window. Our ingest pipeline streams every pump.fun trade the moment it hits chain thousands per minute and runs each token through a continuously-learning risk model that fingerprints coordinated sybil rings, repeat-rugger creators, sniper wallets we've tracked across hundreds of past launches, and the buy-side smart money that historically front-runs winners. The result lands directly inside the trading surface you already use, via our browser extension on pump.fun: a clean Green / Yellow / Red verdict in the first second of a token's life, backed by the exact metrics that drove the call. What's powering it: a TimescaleDB hypertable storing every Solana memecoin trade since launch, a Rust-native trigger engine evaluating multi-second concentration and trend signals in real time, and a sybil-cluster graph that links thousands of farmer wallets through their co-buy patterns. We don't predict pumps. We tell you which tokens are setting up to be on the other side of the trade — so you can choose accordingly. Stop watching the dump. See the setup. Setup (one-time): 1) Sign up at https://scamrisk.xyz with your Solana wallet. 2) On the dashboard, copy your extension API key. 3) Click the Scamrisk icon in Chrome, paste the key into the popup, and click Save & connect. The free tier (30-minute daily quota) is included. Then visit any token listing on axiom.trade — a colored risk bar renders next to each row: green = BUY, yellow = WATCH, red = VETO. Hover any chip for details on confirmed ring members (RING×N), known rugger wallets (RUG×N), and high-volume sniper bots (SNIPER×N). Powered by real-time analysis of millions of on-chain trade events.