Ready-made Agents
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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