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CLUSTER DEFI-PROTOCOLS-RISK · 12 ENTRIES · EARLIEST ENTRY 2026-06-19

DeFi risk and security analytics

This cluster comprises web apps and platforms that monitor, score, and analyze risks in DeFi protocols, including on-chain collateral, oracle, liquidity, and utilization risks, as well as security checks for wallets, URLs, and token contracts. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and seven members have no source date. Traction leaders are stenion (13 stars) and sentra (6 stars), with riskguard-web3 at 0 stars.

Entry timeline

ENTRY TIMELINE

APR 2025: 1JUN 2026: 1AUG 2026: 7SEP 2026: 2OCT 2026: 1
APR 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 3 ai-built · 9 unlabelled

Operator · 2 hobby · 1 open source · 9 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 12 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01stenion16★8 daysliveWeb app that continuously scores the safety of DeFi lending protocols by analyzing on-chain collateral, oracle, liquidity, and utilization risks.
  2. 02Vetra2★27 days—hobbyDeFi risk tool that scores tokens and wallet behavior to flag rug-pulls and scams before collapse.
  3. 03sentra6★1 moliveSecurity web app that analyzes a crypto wallet's on-chain history to detect sweeper-bot behavior before sending funds, providing a risk score and recommendation.
  4. 04riskguard-web30★3 mo—Web3 DeFi risk monitoring platform that tracks and alerts on protocol risks using blockchain data.
  5. 05yield-compass-polkadot0★1 yrabandoned—ai-builtDeFi application that helps users discover and compare yield opportunities on the Polkadot blockchain.
  6. 06Nirvana | Dashboard0★unknownliveDeFi dashboard for tracking and managing digital assets across decentralized finance protocols.
  7. 07LlamaRisk - Risk Monitor Portal0★unknownliveopen sourceRisk monitor portal that provides financial risk analytics and monitoring for DeFi protocols.
  8. 08DEXorado — Verify Before You Trade0★unknownliveai-builtSecurity tool that checks whether a decentralized-exchange URL or token contract is safe by providing instant verdicts.
  9. 09Crypto Intel Hub - Institutional Grade Crypto Analysis0★unknownliveai-builtWeb app that provides risk assessments, audit tracking, and fundamental analysis for DeFi protocols and token ecosystems.
  10. 10Token Preflight · Base pre-trade token check0★unknownliveWeb tool that screens blockchain tokens for risk before trades and charges per call.
  11. 11AAVE | Explorer0★unknownliveDeFi explorer for AAVE protocol analytics.
  12. 12Calculadora de Liquidação0★unknownlivehobbyWeb app that simulates DeFi loan positions on the Kamino protocol and shows when they would be liquidated.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.