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GitHub Trending
6/10

TokenTrust — On-Chain Legitimacy Score for New Tokens

Paste any Base, Solana, or EVM token contract and instantly see a legitimacy grade based on holder concentration, liquidity lock status, wash-trade signals, deployer history, and contract risk — built because the 'volume bot' and 'trending bot' economy actively fakes every metric retail investors look at.

Target user

Retail crypto buyers trying not to get rugged on a newly-launched token

Features
  • Holder concentration + top-10 wallet overlap with known deployer-funded clusters
  • Wash-trade detection by spotting circular transfer patterns across known maker wallets
  • Liquidity lock + LP-token burn verification with on-chain proof links
  • Deployer-wallet history: how many prior tokens, what % rugged, how recently the wallet was created
Why now

The 'Base volume bot' and 'DexTools trending bot' repos trending on GitHub show how industrialized fake activity has become — retail investors can no longer read trending pages at face value and need a counter-tool.

Signals · overall 6/10
Demand
7/10

Multiple actively-marketed rug-pull checkers (Clearank, RegPilot, TokenSniffer via Solidus Labs) and Chainalysis reporting ~$704M in suspected wash trading across Base/ETH/BNB in 2024 confirm strong and persistent retail demand for legitimacy scoring.Crypto Market Manipulation 2025: Suspected Wash Trading, Pump and DumpRegPilot: Free Crypto Trust Score — Rug Pull Detector & Token Safety

Whitespace
4/10

Space is crowded with well-funded incumbents: TokenSniffer (Solidus Labs, 250K+ scam tokens flagged), GoPlus Security, Bubblemaps, Honeypot.is, De.Fi scanner, RugCheck, Clearank, RegPilot — at least 8 named competitors covering most of the proposed signals already.Token Monitoring — Smart Contract Scam Detection & Rug Pull Prevention

Monetization
4/10

Most retail-facing checkers (TokenSniffer, RegPilot, Clearank, GoPlus) are free, while monetization lives in B2B API plans (e.g., Bubblemaps Pro API); weak willingness-to-pay from retail memecoin buyers caps revenue.API Plans - Bubblemaps ProGoPlus Security APIs | Real-Time Web3 Risk Data

Longevity
7/10

Volume-bot infrastructure, wash trading and memecoin launches are deeply entrenched and Chainalysis documents them as an ongoing multi-hundred-million-dollar phenomenon, so a counter-tool category should remain relevant for years.How to Detect Fake Volume and Bot Activity on SolanaCrypto Market Manipulation 2025: Suspected Wash Trading, Pump and Dump

Feasibility
6/10

Holder concentration and liquidity lock checks are trivial using existing indexers; wash-trade heuristics and deployer history are moderate lift, and core signals can be assembled by wrapping existing free APIs (GoPlus, Bubblemaps) rather than building from scratch.GoPlus Token Security - gopluslabs.ioWash Trading on Solana DEXs: How Fake Volume Is Created and Detected

Top-rated Base volume bot and developer tools for DEX liquidity, maker activity, and holder management. · ★ 124GitHub Trending · 2026-07-23 (2d ago)