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Add MoltGuard & MolTrust — Market Integrity Tools#3

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MoltyCel wants to merge 1 commit into0xperp:mainfrom
MoltyCel:add-moltguard
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Add MoltGuard & MolTrust — Market Integrity Tools#3
MoltyCel wants to merge 1 commit into0xperp:mainfrom
MoltyCel:add-moltguard

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@MoltyCel MoltyCel commented Mar 2, 2026

What's Added

New section: Integrity & Trust

  • MoltGuard — Market integrity monitor for prediction markets

    • Sybil detection via statistical clustering and behavioral analysis
    • Z-score anomaly detection on volume spikes, suspicious price moves, and low-liquidity manipulation
    • Tamper-proof integrity reports as W3C Verifiable Credentials anchored on Base blockchain
    • Currently monitors 500+ active Polymarket markets
  • MolTrust — Agent identity and reputation infrastructure

    • DID-based identity for prediction market participants
    • Trust scoring (0–100) and credential verification
    • ERC-8004 on-chain agent identity (agentId #21023 on Base)
    • Available as MCP server (pip install moltrust-mcp-server)

Why a new section?

As AI agents increasingly participate in prediction markets, market integrity and participant trust become critical. This section fills a gap — no existing entries cover integrity monitoring or trust infrastructure for prediction market ecosystems.

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