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How to Build a Web3 / Blockchain Agent

Build agents that interact with smart contracts, monitor on-chain activity, manage wallets, and execute transactions.

Overview

Web3 agents bridge AI and blockchain by reading on-chain data, monitoring smart contract events, managing wallets, and executing transactions. They can track token prices, monitor DeFi positions, execute trades based on signals, and interact with DAOs. The financial risk level is high — these agents need the strictest permission controls of any category.

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Matching Capabilities
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Platforms
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Categories
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Safe-Rated

💡 Implementation Tips

1.

ALWAYS use financial permission controls — these agents handle real money

2.

Test on testnets before mainnet — every time

3.

Implement spending limits and require human approval above thresholds

4.

Monitor gas costs — agents can burn through funds on failed transactions

🔧 Recommended Capabilities

Agentwallet

dangerous

Server-side EVM wallet for Ai agents. Send transactions, manage tokens, and interact with smart contracts across multiple chains.

Blockchain & Web3mcpTrust: 65/100
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Bitcoin

dangerous

Interact with the Bitcoin and Lightning Network to generate keys, validate addresses, decode transactions, and query the blockchain.

Blockchain & Web3mcpTrust: 65/100
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Cryptoapis Mcp Signer

dangerous

MCP server for local transaction signing across EVM, UTXO, Tron, and XRP blockchains — no API calls required

Blockchain & Web3mcpTrust: 65/100
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Maestro

dangerous

Interact with the Bitcoin blockchain using the Maestro API to explore blocks, transactions, and addresses.

Blockchain & Web3mcpTrust: 65/100
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Noves

dangerous

Access blockchain transaction data in natural language, providing human-readable descriptions for AI assistants.

Blockchain & Web3mcpTrust: 65/100
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Svm

dangerous

Interact with SOON and other SVM-based blockchains. Check balances, fetch recent transactions, and view token holdings.

Blockchain & Web3mcpTrust: 65/100
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Swap Api

dangerous

Free token swaps for AI agents. No API keys. Returns executable transaction calldata for 40+ EVM chains.

Blockchain & Web3mcpTrust: 65/100
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Thirdweb

dangerous

Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by Thirdweb.

Blockchain & Web3mcpTrust: 65/100
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Ucai

dangerous

Universal Contract AI Interface (UCAI) 🔗 ABI to MCP | The open standard for connecting AI agents to blockchain. MCP server generator for smart contracts. Claude + Uniswap, Aave, ERC20, NFTs, DeFi. Python CLI, Web3 integration, transaction simulation. Polygon, Arbitrum, Base, Ethereum EVM chains. Claude, GPT, LLM tooling, Solidity, OpenAI.

Blockchain & Web3mcpTrust: 65/100
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1S

caution

43 tools for live blockchain queries across Ethereum, Sepolia, and Avalanche — including token balances, NFT metadata, event logs, contract detection, ENS resolution, and GraphQL API documentation.

Blockchain & Web3mcpTrust: 65/100
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Agent Passport

dangerous

Cryptographic identity, scoped delegation, values governance, and deliberative consensus for AI agents. 11 tools, Ed25519 signatures, zero blockchain.

Blockchain & Web3mcpTrust: 65/100
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Algorand

dangerous

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.

Blockchain & Web3mcpTrust: 65/100
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Armor Crypto

dangerous

MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

Blockchain & Web3mcpTrust: 65/100
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Ayni Protocol

safe

Visual coordination protocol for AI agents — 22 MCP tools for glyph-based communication with 50-70% token savings, shared memory, governance, and on-chain attestation.

Blockchain & Web3mcpTrust: 65/100
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Blockchain

dangerous

A server for blockchain interactions, offering Ethereum vanity address generation, 4byte lookup, ABI encoding, and multi-chain RPC calls.

Blockchain & Web3mcpTrust: 65/100
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Blockchain Intelligence

dangerous

168 MCP tools for blockchain analytics across Base, Tron, Bitcoin, XRP, Kaspa. Token prices, whale tracking, DeFi, wallet profiling, security scoring. x402 pay-per-call.

Blockchain & Web3mcpTrust: 65/100
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Bsv

dangerous

A collection of tools for interacting with the Bitcoin SV (BSV) blockchain, including wallet, ordinals, and utility functions.

Blockchain & Web3mcpTrust: 65/100
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Chronos

dangerous

Interact with the Stellar blockchain to manage wallets, list tokens, query balances, and transfer funds.

Blockchain & Web3mcpTrust: 65/100
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Cloaked

dangerous

Give AI agents spending power without giving them your wallet keys. Cloaked creates on-chain spending accounts with enforced constraints that agents cannot bypass - even if jailbroken or compromised.

Blockchain & Web3mcpTrust: 65/100
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Coinmarketcap

dangerous

Access cryptocurrency market data, exchange information, and other blockchain-related metrics from the CoinMarketCap API.

Blockchain & Web3mcpTrust: 65/100
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Concordia Mcp

dangerous

Provides comprehensive analytics for Solana wallets, including real-time portfolio insights and detailed DeFi activity tracking.

Blockchain & Web3mcpTrust: 65/100
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Contractinfomcp

caution

Retrieve on-chain information for EVM contracts locally using an Ethereum RPC node and Etherscan API.

Blockchain & Web3mcpTrust: 65/100
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Coti

safe

Interact with the COTI blockchain for private token and NFT operations, including ERC20 and ERC721, with privacy features.

Blockchain & Web3mcpTrust: 65/100
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Cryptoapis Mcp Hd Wallet

dangerous

MCP server for HD wallet management, balance retrieval, and sync on EVM, UTXO, and XRP blockchains via Crypto APIs

Blockchain & Web3mcpTrust: 65/100
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📂 Related Categories

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