ChainAware Behavioural Prediction MCP Server

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

Provides AI-powered blockchain analytics focused on wallet behavior patterns, fraud detection, and rug pull prediction through a remote SSE connection to ChainAware's prediction service. The server appears designed for cryptocurrency security and due diligence workflows where you need to assess wallet risk profiles or detect potentially malicious contract behavior before interacting with them. Since it connects to a hosted endpoint at prediction.mcp.chainaware.ai, you can integrate blockchain threat intelligence without running local models or managing datasets. Reach for this when building crypto trading tools, wallet screening systems, or DeFi safety features that require real-time behavioral analysis of on-chain entities.

tools: 14
auth: Secret needed
transport: SSE
last updated: Jan 19, 2026

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Install

From registry metadata

$ npx add-mcp https://prediction.mcp.chainaware.ai/sse --name chainaware-behavioral-prediction-mcp --transport sse --header 'X-API-Key: ${X_API_KEY}'

Run in your terminal. add-mcp asks which agents to add it to, then asks for each value it needs. Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport sse chainaware-behavioral-prediction-mcp https://prediction.mcp.chainaware.ai/sse --header 'X-API-Key: YOUR_X_API_KEY'

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 14 tools

Verified live against the running server on Nov 6, 2026.

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‑w...3 params

🔮 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‑w...

Parameters* required

apiKey*string

network*string

walletAddress*string

predictive_fraud_batchSchedule 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 req...3 params

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 req...

Parameters* required

addresses*array

apiKey*string

network*string

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 inten...3 params

🔍 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 inten...

Parameters* required

apiKey*string

network*string

walletAddress*string

predictive_behaviour_batchSchedule 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...3 params

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...

Parameters* required

addresses*array

apiKey*string

network*string

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....3 params

🪂 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....

Parameters* required

apiKey*string

network*string

walletAddress*string

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 anal...3 params

🔮 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 anal...

Parameters* required

apiKey*string

network*string

walletAddress*string

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 c...7 params

🪂 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 c...

Parameters* required

category*string

contract_name*string

limit*string

network*string

offset*string

sort_by*string

sort_order*string

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 global...2 params

🪂 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 global...

Parameters* required

contract_address*string

network*string

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 immedi...2 params

🚀 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 immedi...

Parameters* required

contract_address*string

network*string

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...2 params

🪂 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...

Parameters* required

contract_address*string

network*string

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...5 params

🪂 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...

Parameters* required

limitinteger

default: 5

pageinteger

default: 1

registered_afterstring

default: 2025-01-01

sort_bystring

default: registered_at

sort_orderstring

default: desc

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 t...2 params

🪂 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 t...

Parameters* required

agent_id*integer

chain_id*integer

check_job_statusCheck 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_...2 params

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_...

Parameters* required

job_id*string

signature*string

get_job_resultsRetrieve 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 walle...2 params

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 walle...

Parameters* required

job_id*string

signature*string

Details

Transport: SSE
Auth: Required
Registry: MCP registry, active
Tools verified: Nov 6, 2026