ChainAware Behavioural Prediction MCP Server

Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/chainaware-chainaware-behavioral-prediction-mcp

About

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

8 read · 3 write · 0 delete · 3 not yet classified

Secrets

1 (API keys, tokens or passwords)

Install scripts

Nothing to install (hosted)

Runs as

Hosted (remote endpoint)

Tools (14)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• agents_trust_score_list

  🪂 Agent Trust Score List Tool The ChainAware Agent Trust Score is a 0-1000 score that measures how safe it is to interact with any ERC-8004 registered AI agent. Unlike voting-based reputation systems - where agents can upvote each other to manufacture trust - the Agent Trust Score is derived entirely from on-chain behavioral history. It cannot be earned in hours. It cannot be faked with a cluster of fresh wallets. It reflects the real-world track record of the human or entity controlling the agent. As agentic commerce scales - with AI agents autonomously completing purchases…

• agents_trust_score_single

  🪂 Agent Trust Score Single Tool Similar to Agent Trust List, Agent Trust Score Single is a 0-1000 score that measures how safe it is to interact with any ERC-8004 registered AI agent. Unlike voting-based reputation systems - where agents can upvote each other to manufacture trust - the Agent Trust Score is derived entirely from on-chain behavioral history. It cannot be earned in hours. It cannot be faked with a cluster of fresh wallets. It reflects the real-world track record of the human or entity controlling the agent. As agentic commerce scales - with AI agents autonomous…

• check_job_status

  Check the progress of a scheduled batch calculation job. Returns counts only (completed, failed, pending) — no wallet data. Call this when the user asks whether a job is done or how it is progressing. If status is 'processing' or 'pending', inform the user and do not call get_job_results. Only suggest fetching results when status is 'completed' or 'partial'. Both job_id and signature from schedule_calculation are required to call this tool. Never call this without both values present in context. Args: job_id: The job ID returned by schedule_calcula…

• credit_score

  🔮 Credit Score Tool AI-driven blockchain analytics evaluate the crypto trust score for each account by reviewing inflows and outflows from Ethereum accounts alongside other blockchain data. Credit Scoring tool combines AI, analytics, crypto fraud scores, and social graph analysis to assess borrower reliability comprehensively. Crypto Credit Score allows lenders to accurately differentiate between reliable and less trustworthy borrowers. This assessment is further enhanced with our predictive_fraud too and social graph analysis, providing a thorough evaluation of borrowe…

• get_job_results

  Retrieve the results of a completed or partially completed batch job. Only call this when check_job_status shows status is 'completed' or 'partial'. Returns a list of completed wallet addresses and the shared chain/network — use these to query the main backend for actual wallet analysis data. This does NOT return wallet data directly, only the address list needed to fetch it. Both job_id and signature from schedule_calculation are required to call this tool. Never call this without both values present in context. Args: job_id: The job ID returned …

• get_token_audit_result

  🪂 Get Token Audit Result Fetches the current status or final results of a previously triggered Token Audit job for a given contract address and chain. This is the SECOND step of the audit workflow, used to poll for and retrieve the full risk report after "Run Token Audit" has been called. Call this tool immediately after "Run Token Audit" to check progress, and repeatedly (poll) until the response's audit_status field equals "complete". While audit_status is anything else (e.g. "queued", "running", "pending"), treat the result as not-yet-ready: do not summarize partial…

• predictive_behaviour

  🔍 Predictive Behaviour Analysis Tool This AI‑driven engine projects what a wallet address intentions or what address is likely to do next, profiles its past on‑chain history, and recommends personalized actions. Use this when you need: • Next‑best‑action predictions and intentions(“Will this address deposit, trade, or stake?”) • A risk‑tolerance and experience profile • Category segmentation (e.g. NFT, DeFi, Bridge usage) • Custom recommendations based on historical patterns 📥 Input Arguments: • apiKey — (string, required) AP…

• predictive_behaviour_batch

  Schedule a batch audit (behavioral prediction) calculation job for a list of wallet addresses. Use this when the user provides a CSV or list of addresses to analyse. Returns a job_id and signature immediately — report the job_id to the user and store both job_id and signature in context, they are required for all follow-up calls. Do NOT poll or wait for results after scheduling. Args: apiKey: API key for authentication. addresses: List of wallet objects, each with walletAddress and optionally network e.g. [{"walletAddress": "0x123",…

• predictive_fraud

  🔮 Predictive Fraud Detection Tool This AI‑powered algorithm forecasts the likelihood of fraudulent activity on a given wallet address *before* it happens (≈98% accuracy), and performs AML/Anti‑Money‑Laundering checks. Use this when your user wants a risk assessment or early‑warning on a blockchain address. ——— 📥 Input Arguments: • apiKey (string, required): API key for authentication. • network (string, required): Blockchain network identifier (e.g. ETH for Ethereum, BNB for Binance, POLYGON for Polygon,TON for Telegram(TON), BASE for Base, HAQQ for…

• predictive_fraud_batch

  Schedule a batch fraud calculation job for a list of wallet addresses. Use this when the user provides a CSV or list of addresses to analyse. Returns a job_id and signature immediately — report the job_id to the user and store both job_id and signature in context, they are required for all follow-up calls. Do NOT poll or wait for results after scheduling. Args: apiKey: API key for authentication. addresses: List of wallet objects, each with walletAddress and optionally network e.g. [{"walletAddress": "0x123", "network": "ETH"}] max …

• predictive_rug_pull

  🪂 Predictive Rug‑Pull Detection Tool This AI‑powered engine forecasts which liquidity pools or contracts are likely to perform a “rug pull” in the future. Use this when you need to warn users before they deposit into risky pools or to monitor smart‑contract security on-chain. ——— 📥 Input Arguments: • apiKey — (string, required) API key for authentication. • network — (string, required) (e.g. ETH for Ethereum, BNB for Binance, BASE for Base, HAQQ for Haqq) • walletAddress — (string, required) The smart‑contract or pool address to…

• run_token_audit

  🚀 Run Token Audit Requests a Token Audit for a given token contract or returns already calculated audit data for requested token. This tool is "get-or-create": it first checks if a completed audit already exists for this contract, and if so returns the FULL risk report immediately. If no audit exists yet, it queues a new one and returns a job_id + "queued" status instead. Use this tool whenever a user asks to audit, scan, check, or evaluate a token/contract for risk, scam signals, honeypot behavior, ownership risk, or liquidity risk. This should be the FIRST…

• token_rank_list

  🪂 Token Rank List Tool TokenRank analyzes the community of token holders and ranks every token by the strength of its holders. The stronger the token holders, the stronger the token! Use this when you need to know token rank of a token or tokens or compare between different categories and chains. You can use search,filter and sort and pagination which returns a list of tokens. ——— 📥 Input Arguments: • limit — (string, required) Number of items ot fetch during pagination • offset — (string, required) Page number(offset) during pagin…

• token_rank_single

  🪂 Token Rank Single Tool Similar to TokenRank List,Token Rank analyzes the community of token holders and ranks every token by the strength of its holders. Except the token rank and token details the token rank single tool fetches the best holders their details and its globalRank alongside others in same network. Use this when you need to know token rank of a single token based on contract address and exeact chain or network or when you need best holders of specific token in specifc network or chain ——— 📥 Input Arguments: • contract_address — (string, requir…

Signals

Last release

Jan 19, 2026 (9 months ago)

Details

Registry name

io.github.ChainAware/chainaware-behavioral-prediction-mcp

Version

1.0.0

Auth

API key

License

License unknown

First seen

Oct 24, 2026

Last checked

Oct 25, 2026

Source

Official MCP Registry