Zero-Knowledge Verification

SolStats MCP is designed to operate not only as an analytics engine, but as a cryptographic proof generator for wallet intelligence. Using zero-knowledge proofs (ZKPs), SolStats will enable users and protocols to verify wallet-derived statements—without revealing raw transactional data.

Why Zero-Knowledge?

In a world where analytics are increasingly integrated into decision-making (airdrop eligibility, DeFi access, DAO voting, credit scoring) privacy must remain a first-class feature. Zero-knowledge enables:

• Selective Disclosure: Prove facts about wallet behavior (e.g., "this wallet has traded >100 SOL") without revealing specific tokens or transactions.

• AI Integrity Guarantees: Demonstrate that an AI-generated insight is based on real, on-chain activity without exposing underlying data.

• Sybil Resistance with Privacy: Enable identity or behavioral clustering while keeping wallet-level data private.

The Role of MCP

The Model Context Protocol (MCP) defines standardized payloads for AI models interacting with on-chain data. ZK fits into MCP by introducing verifiability at the context level.

For example:

InputContext:
  wallet: Hq29...89H1
  block_range: [17452000, 17463000]
  metrics_requested: ["total_volume", "dex_count"]

ZKProof:
  proof: <groth16>
  verified_output: {
    total_volume: "142.5 SOL",
    dex_count: 3
  }

The insight payload includes a proof that the values were derived from public blockchain data via a deterministic pipeline, verifiable off-chain or on-chain.

Implementation Plans

While full ZK integration is still under research, SolStats will experiment with the following:

• Groth16 / PLONK circuits for proof-of-analytics

• Noir or Halo2-based pipelines to encode metrics as ZK-friendly programs

• Off-chain proving, on-chain verification contracts for scalable deployment

Use Cases

• Airdrop eligibility proofs: "Has this wallet traded 5+ tokens on DEXs in Q2?"

• Credit scoring attestations: "Is this wallet in the top decile of activity among Solana users?"

• Model audit trails: "Can this wallet insight be independently verified using cryptographic proof?"

---

SolStats aims to establish a new primitive in crypto-native intelligence: verifiable analytics. By aligning AI systems with zero-knowledge guarantees, we’re creating a foundation for private, provable reasoning on-chain.