A multi-agent AI system purpose-built to evaluate SPL tokens. It provides evidence-backed risk scoring and clear explanations so users can avoid scam tokens and make disciplined decisions.
NEI Guardian Protocol
> Evidence-backed risk scoring, credibility analysis, and clear explanations for SPL tokens.
Governance & Control
Analyzes mint/freeze authority, supply controls, and Token-2022 hooks.
Holder Distribution
Measures wallet concentration, identifies dev clusters, and tracks unlocks.
Liquidity & Market
Gauges DEX liquidity depth, LP ownership, and simulated execution risk.
Launch & Forensics
Detects imposter tokens, metadata inconsistencies, and scam pattern matching.
[PROTOCOL] Core Methodology
NEI simulates a team of expert analysts. Specialized agents independently evaluate a token from different angles.
> GOVERNANCE_AGENT checks permissions.
> HOLDER_AGENT checks distribution.
> LIQUIDITY_AGENT checks market health.
> FORENSICS_AGENT checks history.
A **Consensus Orchestrator** then weighs the findings, resolves conflicts, and computes a single, evidence-backed Guardian Score.
NEI Guardian Score is our proprietary safety score — higher is safer. It is guidance, not a guarantee; NEI is a co-pilot, not an oracle.
90-100 [EXCELLENT]: Very strong safety indicators.
70-89 [STRONG]: Strong safety profile.
40-69 [CAUTION]: Mixed signals; proceed carefully.
0-39 [RISKY]: Elevated risk indicators detected.
Always consider token age and market conditions. A high score is not a guarantee of safety.
Community Ideas Hub
> Explore brilliant ideas from our creative community
Community Hub: Online
10/1/2025, 2:31:25 PM
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Community Status
How NEI Detects Risk
> NEI uses a multi-agent system where specialized AIs analyze tokens from different angles. A Consensus Orchestrator then reconciles their findings to produce a final, evidence-backed score.
Governance Agent
Checks mint/freeze/permissions, renounce timing, and Token-2022 hooks.
Holder Agent
Evaluates concentration, sybil hints, and dev cluster ties.
Liquidity Agent
Measures depth, LP ownership/locks, and execution risk.
Market Integrity Agent
Inspects for wash-like activity and divergence signals.
Launch Forensics Agent
Detects copy-paste patterns, imposters, and name collisions.
Similarity Agent
Compares to historical scam templates and nearest neighbours.
LLM Analyst
Converts raw findings into plain-language rationales.
Consensus Orchestrator
Aggregates agent outputs, applies calibration, and computes Guardian Score.
Neurashi (NEI)
> The multi-agent AI system for Solana, providing evidence-backed risk scoring for SPL tokens to help you spot bad tokens before they spot you.
DEXs & Launchpads
Wallets & Trading Bots
Retail & Pro Traders
Research & Media
Governance & Control Surfaces
Holder Structure & Distribution
Liquidity & Microstructure
Launch & Metadata Forensics
[CORE] Detection Methodology
[CONFIDENCE_WEIGHTED]A consensus of specialized AI agents analyze tokens from multiple angles to produce a robust, evidence-backed risk score.
Governance Agent: Checks mint/freeze authorities, renounces, Token-2022 hooks.
Holder Agent: Evaluates concentration, sybil hints, dev wallets, unlocks.
Liquidity Agent: Measures depth, LP ownership, locks, execution risk.
Forensics Agent: Detects imposter tokens, copy-paste scam patterns.
Similarity Agent: Compares token to historical scam templates.
NEI Safety Score
19 / 100 • High Risk› Ticker collision with an older token; user confusion likely.
› Real liquidity ~ $1k; exits may slip heavily.
› Conflicting price/liquidity across trackers.
› Mutable authorities; no docs/audits verified.
Partners & Integrations
> Strategic collaborators across wallets, DEXs, launchpads, and infra.
