Ready-made Agents

The ChainAware Behavioral Prediction MCP comes with 31 pre-built Claude Code subagents — specialist AI agents that wrap the MCP tools with focused prompts and decision logic. Each one handles a specific Web3 intelligence task out of the box.

Clone the repo. Drop an agent into your project. Done.

GitHub: github.com/ChainAware/behavioral-prediction-mcp


Quick Setup

# 1. Add the MCP server
claude mcp add --transport sse chainaware-behavioral-prediction \
  https://prediction.mcp.chainaware.ai/sse --header "X-API-Key: YOUR_KEY"

# 2. Clone the agents
git clone https://github.com/ChainAware/behavioral-prediction-mcp.git
cp -r behavioral-prediction-mcp/.claude/agents/ .claude/agents/

# 3. Use any agent instantly
# "fraud check on 0x742d35Cc..."
# "screen these wallets for our airdrop"
# "what DeFi products suit this wallet?"

Get your API key at chainaware.ai/pricing.


All 31 Agents at a Glance

Fraud & Safety

Agent Purpose Speed
chainaware-wallet-auditor Full due diligence: fraud + behaviour + rug pull Sonnet
chainaware-fraud-detector Fast wallet fraud screening Haiku
chainaware-rug-pull-detector Smart contract & LP safety Haiku
chainaware-counterparty-screener Pre-transaction go/no-go Haiku
chainaware-trust-scorer Simple trust score (0–1) Haiku
chainaware-transaction-monitor Autonomous pipeline risk scoring Haiku

Compliance & AML

Agent Purpose Speed
chainaware-aml-scorer AML compliance score for KYC/onboarding Haiku
chainaware-compliance-screener MiCA-aligned full compliance report Haiku
chainaware-rwa-investor-screener RWA investor suitability & whitelist Haiku

Growth & Marketing

Agent Purpose Speed
chainaware-wallet-marketer Hyper-personalised ≤20-word message Sonnet
chainaware-platform-greeter Context-aware welcome copy per dApp Haiku
chainaware-upsell-advisor Next-best-product recommendation Haiku
chainaware-lead-scorer Sales lead qualification (0–100) Haiku
chainaware-cohort-analyzer Segment wallets into behavioural cohorts Sonnet
chainaware-marketing-director Full campaign brief orchestrator Sonnet

DeFi Intelligence

Agent Purpose Speed
chainaware-defi-advisor Personalised DeFi product recommendations Haiku
chainaware-lending-risk-assessor Borrower risk grade + collateral ratio Haiku
chainaware-portfolio-risk-advisor Portfolio rug pull scan + rebalancing plan Sonnet
chainaware-whale-detector Whale tier classification + VIP routing Haiku
chainaware-onboarding-router Route users to the right onboarding flow Haiku
chainaware-reputation-scorer Numeric reputation score (0–4000) Haiku
chainaware-wallet-ranker Global experience rank + leaderboard Haiku

Token & Community

Agent Purpose Speed
chainaware-token-ranker Rank tokens by holder community strength Haiku
chainaware-token-analyzer Deep-dive: top holders + fraud screening Haiku
chainaware-token-launch-auditor Pre-listing launch safety audit Haiku
chainaware-airdrop-screener Batch sybil filter + fair allocation Haiku

Specialised

Agent Purpose Speed
chainaware-governance-screener DAO voter Sybil detection + weight multiplier Haiku
chainaware-gamefi-screener P2E bot detection + matchmaking tier Haiku
chainaware-agent-screener AI agent wallet trust scoring Haiku
chainaware-aml-scorer AML for AI agent pipelines Haiku

How to Choose the Right Agent

Checking a wallet or address?
  → Quick check only              chainaware-fraud-detector
  → Pre-transaction               chainaware-counterparty-screener
  → Full profile                  chainaware-wallet-auditor
  → Checking a contract           chainaware-rug-pull-detector

Running a DeFi platform?
  → Onboard new users             chainaware-onboarding-router
  → Personalise the UI            chainaware-platform-greeter
  → Recommend products            chainaware-defi-advisor
  → Assess a borrower             chainaware-lending-risk-assessor
  → Screen for compliance         chainaware-compliance-screener

Running a campaign or airdrop?
  → Segment your user base        chainaware-cohort-analyzer
  → Score leads                   chainaware-lead-scorer
  → Write personalised messages   chainaware-wallet-marketer
  → Run the whole campaign        chainaware-marketing-director
  → Fair airdrop                  chainaware-airdrop-screener

Working with tokens?
  → Research a token              chainaware-token-analyzer
  → Find quality tokens           chainaware-token-ranker
  → Vet a new launch              chainaware-token-launch-auditor
  → Review your portfolio         chainaware-portfolio-risk-advisor

Specialised needs?
  → DAO governance                chainaware-governance-screener
  → GameFi / P2E                  chainaware-gamefi-screener
  → AI agent trust                chainaware-agent-screener
  → RWA investor whitelist        chainaware-rwa-investor-screener

Network Support

Tool ETH BNB POLYGON TON BASE TRON HAQQ SOLANA
predictive_fraud
predictive_behaviour
predictive_rug_pull
token_rank_list/single
credit_score

See also: Prediction MCP | For AI Agents | GitHub