Universal Contract AI Interface

The ABI-to-MCP Server Generator

    โ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ•—
    โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘
    โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘     โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘
    โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘     โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘
    โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘
     โ•šโ•โ•โ•โ•โ•โ•  โ•šโ•โ•โ•โ•โ•โ•โ•šโ•โ•  โ•šโ•โ•โ•šโ•โ•
                                
    Any contract. One command. Claude speaks it.

PyPI version Python 3.10+ MCP Compatible UCAI Standard


๐ŸŒ Try It Live โ€” No Install Required

mcp.ucai.tech โ€” Generate MCP servers directly in your browser.

+--------------------------------------------------------------------------+
|                                                                          |
|   MCP BUILDER                                         [Connect Wallet]   |
|                                                                          |
|   +---------------------------+--------------------------------------+   |
|   |  Pro Templates            |    Custom Contract                   |   |
|   +---------------------------+--------------------------------------+   |
|                                                                          |
|   Security Scanner: Score 87/100 - Low Risk                              |
|   |-- Contract verified on Etherscan                                     |
|   |-- Uses OpenZeppelin (audited)                                        |
|   |-- Owner can pause transfers (warning)                                |
|   +-- Mint function detected (warning)                                   |
|                                                                          |
|   What This Contract Does:                                               |
|   "ERC-20 token with standard transfer, approve, and allowance           |
|    functions."                                                           |
|                                                                          |
|   [Download Server]  [Share Link]  [Copy Config]                         |
|                                                                          |
+--------------------------------------------------------------------------+

Features:

  • ๐Ÿ›ก๏ธ Security Scanner โ€” Detects rug pulls, honeypots, and 50+ risks before you connect
  • ๐Ÿ“– Contract Whisperer โ€” Explains contracts in plain English
  • โšก Pro Templates โ€” Pre-built bundles for Flash Loans, Arbitrage, Yield Aggregators
  • ๐ŸŒ™ Dark/Light Mode โ€” Easy on the eyes
  • ๐Ÿ“ฅ ZIP Download โ€” Complete server with server.py, requirements.txt, README.md
  • ๐Ÿ”— Share Links โ€” Send ?address=0x...&network=ethereum to anyone

Overview

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                                                                            โ”‚
โ”‚   1. FIND                      2. GENERATE                   3. DONE       โ”‚
โ”‚                                                                            โ”‚
โ”‚   โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”         โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”       โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”‚
โ”‚   โ”‚   Etherscan     โ”‚         โ”‚                 โ”‚       โ”‚               โ”‚  โ”‚
โ”‚   โ”‚   โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”   โ”‚         โ”‚  $ abi-to-mcp   โ”‚       โ”‚    Claude     โ”‚  โ”‚
โ”‚   โ”‚   โ”‚ Contractโ”‚   โ”‚  โ”€โ”€โ”€โ”€โ–ถ  โ”‚    generate     โ”‚  โ”€โ”€โ–ถ  โ”‚   Tools       โ”‚  โ”‚
โ”‚   โ”‚   โ”‚   ABI   โ”‚   โ”‚         โ”‚    0x7a25...    โ”‚       โ”‚               โ”‚  โ”‚
โ”‚   โ”‚   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜   โ”‚         โ”‚                 โ”‚       โ”‚  "Swap 1 ETH" โ”‚  โ”‚
โ”‚   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜         โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜       โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ”‚
โ”‚                                                                            โ”‚
โ”‚        Any contract              One command               AI speaks it    โ”‚
โ”‚                                                                            โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Found a contract on Etherscan? One command. Claude can now use it.

pip install abi-to-mcp

# Uniswap โ€” Claude can swap tokens
abi-to-mcp generate 0x7a250d5630B4cF539739dF2C5dAcb4c659F2488D -o ~/uniswap-server

# ETH 2.0 Beacon Deposit โ€” Claude can explore staking
abi-to-mcp generate 0x00000000219ab540356cBB839Cbe05303d7705Fa -o ~/eth-staking-server

# Any verified contract works
abi-to-mcp generate <ANY_CONTRACT_ADDRESS>

That's it. Every function, every event, every query โ€” now a Claude tool.


Quick Start

1. Generate a server

abi-to-mcp generate 0x7a250d5630B4cF539739dF2C5dAcb4c659F2488D -o ~/uniswap-server
cd ~/uniswap-server && pip install -r requirements.txt

2. Connect to Claude Desktop

Add to your config (~/Library/Application Support/Claude/claude_desktop_config.json on Mac):

{
  "mcpServers": {
    "uniswap": {
      "command": "python",
      "args": ["/Users/YOU/uniswap-server/server.py"],
      "env": {
        "RPC_URL": "https://eth.llamarpc.com"
      }
    }
  }
}

3. Ask Claude anything

  • "What's the best route to swap 1 ETH for USDC?"
  • "Get the reserves for the ETH/DAI pool"
  • "Show me recent swaps on Uniswap"

Claude now speaks DeFi.


Example

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  YOU                                                                       โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  "What's the best route to swap 1 ETH for USDC on Uniswap?"                โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                    โ”‚
                                    โ–ผ
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  CLAUDE                                                                    โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  I'll check the Uniswap router for the best path...                        โ”‚
โ”‚                                                                            โ”‚
โ”‚  Called: getAmountsOut(1 ETH, [WETH, USDC])                                โ”‚
โ”‚                                                                            โ”‚
โ”‚  Best route: ETH -> WETH -> USDC                                           โ”‚
โ”‚  You would receive: 3,847.23 USDC                                          โ”‚
โ”‚  Price impact: 0.02%                                                       โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                    โ”‚
                                    โ–ผ
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  YOU                                                                       โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  "Do it. Swap 1 ETH for USDC."                                             โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                    โ”‚
                                    โ–ผ
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  CLAUDE                                                                    โ”‚
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  Simulating transaction first...                                           โ”‚
โ”‚                                                                            โ”‚
โ”‚  Simulation successful                                                     โ”‚
โ”‚  Gas estimate: 152,847 (~$3.42)                                            โ”‚
โ”‚  Expected output: 3,847.23 USDC                                            โ”‚
โ”‚                                                                            โ”‚
โ”‚  Ready to execute. Confirm? [Yes/No]                                       โ”‚
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

The UCAI Standard

UCAI (Universal Contract AI Interface) is a standard for how AI agents interact with smart contracts.

โ•”โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•—
โ•‘                                                                               โ•‘
โ•‘   โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”      โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”      โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”      โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”   โ•‘
โ•‘   โ”‚         โ”‚      โ”‚              โ”‚      โ”‚              โ”‚      โ”‚          โ”‚   โ•‘
โ•‘   โ”‚  Claude โ”‚โ”€โ”€โ”€โ”€โ”€>โ”‚  abi-to-mcp  โ”‚โ”€โ”€โ”€โ”€โ”€>โ”‚  MCP Server  โ”‚โ”€โ”€โ”€โ”€โ”€>โ”‚  Chain   โ”‚   โ•‘
โ•‘   โ”‚         โ”‚      โ”‚   generate   โ”‚      โ”‚ (your tools) โ”‚      โ”‚          โ”‚   โ•‘
โ•‘   โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜      โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜      โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜      โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜   โ•‘
โ•‘        โ”‚                                        โ”‚                     โ”‚       โ•‘
โ•‘        โ”‚              "swap 1 ETH"              โ”‚    call swap()      โ”‚       โ•‘
โ•‘        โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ดโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜       โ•‘
โ•‘                                                                               โ•‘
โ•šโ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•โ•

UCAI defines

  • ๐Ÿ“‹ Tool schemas โ€” How contract functions become AI-callable tools
  • ๐Ÿ”„ Type mappings โ€” Solidity โ†’ JSON Schema โ†’ Python
  • ๐Ÿ”’ Safety patterns โ€” Simulation-first for all state changes
  • ๐Ÿ“ก Event queries โ€” Historical data access patterns

Why UCAI

  • ๐Ÿ” Repeatable โ€” Same pattern works for ERC20, ERC721, DeFi, DAOs, Solana, anything
  • ๐Ÿ”’ Safe by default โ€” All write operations simulate first
  • ๐ŸŒ Universal โ€” Works on any chain, with any AI agent
  • ๐Ÿค– AI-native โ€” Designed specifically for LLM tool-calling

Every contract becomes AI-accessible through the same interface. No custom code per contract.

This package (abi-to-mcp) is the reference implementation of UCAI for MCP.


Why UCAI?

The Problem: You want AI to interact with smart contracts. But:

  • Writing MCP server boilerplate is tedious
  • Mapping Solidity types to JSON Schema is error-prone
  • Every contract needs the same patterns repeated
  • Safety (simulation, gas limits) is easy to forget

The Solution: One command generates a production-ready MCP server from any ABI.

Manual Approach With abi-to-mcp
Read contract ABI abi-to-mcp generate 0x...
Write 15+ tool functions โœ… Auto-generated
Map types (address โ†’ string, uint256 โ†’ string) โœ… Handled
Add transaction simulation โœ… Built-in
Handle events as resources โœ… Included
~2-4 hours per contract ~10 seconds

Use Cases

  • AI Agent Builders โ€” Give your agent DeFi superpowers (swap, lend, vote)
  • Wallet Developers โ€” Let Claude explain and execute transactions
  • DAO Tooling โ€” AI-powered proposal creation, voting, treasury management
  • DeFi Dashboards โ€” Natural language queries for on-chain data
  • Vibecoders โ€” Ship faster with AI-generated blockchain tools

Real Examples

๐Ÿฆ„ Uniswap: Swap tokens with natural language

abi-to-mcp generate 0x7a250d5630B4cF539739dF2C5dAcb4c659F2488D -o ~/uniswap-server

Now ask Claude:

"What's the current rate for swapping 10 ETH to USDC?"

Claude calls getAmountsOut() and responds:

"10 ETH โ†’ 38,472.31 USDC via the WETH/USDC pool. Want me to simulate the swap?"


๐Ÿฆ Aave: Check your health factor

abi-to-mcp generate 0x87870Bca3F3fD6335C3F4ce8392D69350B4fA4E2 -o ~/aave-server

"What's my health factor on Aave? Am I at risk of liquidation?"

Claude reads your position and warns you before it's too late.


๐ŸŽจ Any NFT: Explore collections

abi-to-mcp generate 0xBC4CA0EdA7647A8aB7C2061c2E118A18a936f13D -o ~/bayc-server

"Who owns BAYC #8817? How many apes does that wallet have?"

Claude calls ownerOf() and balanceOf() to answer.


๐Ÿ”ฎ Your own contract

abi-to-mcp generate ./my-contract-abi.json --address 0x... -o ~/my-server

Any verified contract. Any local ABI. One command.


๐Ÿ›ก๏ธ Security Scanner

Before you connect Claude to a contract, know what you're dealing with. The security scanner analyzes contracts for 50+ risk patterns:

+------------------------------------------------------------------------------+
|  SECURITY REPORT                                            Score: 42/100    |
+------------------------------------------------------------------------------+
|                                                                              |
|  CRITICAL                                                                    |
|  |-- Self-Destruct Function -- Contract can be destroyed                     |
|  +-- tx.origin Authentication -- Vulnerable to phishing                      |
|                                                                              |
|  HIGH                                                                        |
|  |-- Hidden Mint -- Owner can create unlimited tokens                        |
|  |-- Pausable -- Owner can freeze all transfers                              |
|  +-- Blacklist -- Owner can block specific addresses                         |
|                                                                              |
|  POSITIVES                                                                   |
|  |-- Contract verified on Etherscan                                          |
|  |-- Uses OpenZeppelin (audited library)                                     |
|  +-- Has reentrancy protection                                               |
|                                                                              |
|  [Proceed Anyway]                                     [Cancel -- Too Risky]  |
|                                                                              |
+------------------------------------------------------------------------------+

Risk Detection Categories:

Severity Examples
๐Ÿšจ Critical selfdestruct, arbitrary delegatecall, tx.origin auth
โš ๏ธ High Hidden mint, pause, blacklist, adjustable fees, tx limits
โšก Medium Transfer restrictions, external calls, proxy patterns
โ„น๏ธ Low Timestamp dependence, unchecked math

Positive Indicators:

  • โœ… Contract verified on block explorer
  • โœ… Uses OpenZeppelin
  • โœ… Reentrancy guards
  • โœ… Ownership renounced
  • โœ… NatSpec documentation

Try it: mcp.ucai.tech โ€” Enter any contract address and click "๐Ÿ›ก๏ธ Scan"


๐Ÿ“– Contract Whisperer

Don't understand what a contract does? The Contract Whisperer explains it in plain English:

+------------------------------------------------------------------------------+
|  WHAT THIS CONTRACT DOES                                                     |
+------------------------------------------------------------------------------+
|                                                                              |
|  Summary: Uniswap V2 Router -- Decentralized token exchange                  |
|                                                                              |
|  Main Functions:                                                             |
|  |-- [R] getAmountsOut -- Calculate expected output for a swap               |
|  |-- [W] swapExactTokensForTokens -- Exchange tokens at market rate          |
|  |-- [W] addLiquidity -- Provide liquidity to earn fees                      |
|  +-- [R] getReserves -- Check pool balances                                  |
|                                                                              |
|  Permissions:                                                                |
|  |-- Anyone -- Can swap, add/remove liquidity                                |
|  +-- Factory -- Can create new pairs                                         |
|                                                                              |
|  Risk Summary:                                                               |
|  "Standard DEX router. No owner privileges. Interacts with external pools    |
|   which may have their own risks."                                           |
|                                                                              |
+------------------------------------------------------------------------------+

Explains:

  • What the contract does (in one sentence)
  • Main functions and their purpose
  • Who can do what (permissions/roles)
  • Tokenomics (mintable, burnable, fees)
  • Risk summary

โšก Pro Templates

Pre-built multi-contract bundles for advanced use cases:

Template Contracts Description
Flash Loan Playground Aave V3 Pool, Uniswap Router Explore flash loans for arbitrage
Multi-DEX Arbitrage Uniswap, Sushiswap, Curve Compare prices across exchanges
Yield Aggregator Intel Yearn, Convex, Aura Track yield farming opportunities
Liquidation Bot Intel Aave, Compound Monitor positions for liquidation
Base DeFi Starter Aerodrome, BaseSwap L2-native DeFi on Base
Arbitrum Perps Suite GMX, Camelot Perpetual futures on Arbitrum

Each bundle downloads as a ZIP with:

  • Multiple server.py files (one per contract)
  • Pre-configured claude_config.json
  • Sample prompts to get started

Try it: mcp.ucai.tech โ†’ "โšก Pro Templates" tab


What Gets Generated?

When you point abi-to-mcp at a contract, it introspects every function and event, then generates tools Claude can call:

Contract has... You get... Claude can...
balanceOf(address) Read tool "Check vitalik.eth's USDC balance"
swap(path, amount) Write tool (simulated) "Swap 1 ETH for DAI" โ€” simulates first, shows you gas
Transfer event Query tool "Show me the last 10 transfers over $1M"
Complex structs Typed schemas Handles tuples, arrays, nested data

15-30 tools per contract, fully typed, simulation-protected for writes.

CLI Reference

abi-to-mcp generate

Generate an MCP server from an ABI.

abi-to-mcp generate <source> [options]

Arguments:

  • source: ABI file path or contract address

Options:

  • -o, --output PATH: Output directory (default: ./mcp-server)
  • -n, --network TEXT: Network for address lookups (default: mainnet)
  • -a, --address TEXT: Contract address (if not in source)
  • --name TEXT: Server name (auto-detected if not provided)
  • --read-only: Only generate read operations
  • --no-events: Exclude events as resources
  • --no-simulate: Disable simulation by default for writes

abi-to-mcp inspect

Preview what would be generated without creating files.

abi-to-mcp inspect ./token-abi.json

abi-to-mcp validate

Validate an ABI without generating.

abi-to-mcp validate ./token-abi.json

Generated Server Structure

my-mcp-server/
โ”œโ”€โ”€ server.py           # Main MCP server
โ”œโ”€โ”€ config.py           # Configuration
โ”œโ”€โ”€ requirements.txt    # Dependencies
โ”œโ”€โ”€ README.md           # Documentation
โ”œโ”€โ”€ pyproject.toml      # Package config
โ””โ”€โ”€ .env.example        # Environment template

Type Mapping

Solidity Type JSON Schema Python Type
address string with pattern str
uint256 string (for precision) str
uint8-uint32 integer with bounds int
bool boolean bool
string string str
bytes string with pattern str
bytes32 string with pattern str
tuple object Dict
T[] array List
T[N] array with bounds List

Environment Variables

Variable Description Required
RPC_URL Web3 RPC endpoint Yes
CONTRACT_ADDRESS Override contract address No
PRIVATE_KEY For write operations For writes
ETHERSCAN_API_KEY For fetching from Etherscan For Etherscan

Supported Networks

Network ID Chain ID
mainnet Ethereum 1
sepolia Sepolia Testnet 11155111
polygon Polygon 137
arbitrum Arbitrum One 42161
optimism Optimism 10
base Base 8453
bsc BNB Chain 56
avalanche Avalanche C-Chain 43114

Security

  1. Private keys โ€” Only loaded from environment variables, never from files or CLI
  2. Simulation by default โ€” Write operations simulate first; set simulate=False to execute
  3. Read-only mode โ€” Use --read-only to completely disable writes
  4. Gas protection โ€” Configurable maximum gas price limits

Development

git clone https://github.com/nirholas/UCAI.git
cd UCAI

make setup    # Install dependencies
make test     # Run 876 tests (92% coverage)
make lint     # Check code quality
make docs     # Build documentation

Real-World Applications

1. DeFi Portfolio Agent

"Show me my positions across Uniswap, Aave, and Compound"
"Swap 1 ETH for USDC if the price is above $3,500"

Generate servers for each protocol, Claude handles the rest.

2. DAO Governance Assistant

"What proposals are active on Nouns DAO?"
"Draft a proposal to fund the marketing budget"
"Cast my vote on proposal #47"

3. NFT Collection Manager

"List all my NFTs on Opensea"
"Transfer Bored Ape #1234 to vitalik.eth"
"What's the floor price history for CryptoPunks?"

4. Wallet Assistant

"What tokens do I hold?"
"Send 100 USDC to alice.eth"
"What did I spend on gas this month?"

Keywords

For SEO and discoverability:

UCAI โ€ข Universal Contract AI Interface โ€ข MCP โ€ข Model Context Protocol โ€ข Claude โ€ข AI Agent โ€ข Smart Contract โ€ข Ethereum โ€ข EVM โ€ข DeFi โ€ข Web3 โ€ข Solidity โ€ข ABI โ€ข Blockchain โ€ข Token โ€ข ERC20 โ€ข ERC721 โ€ข NFT โ€ข DAO โ€ข Uniswap โ€ข Aave โ€ข Polygon โ€ข Arbitrum โ€ข Base โ€ข Optimism โ€ข LLM Tool โ€ข AI Blockchain โ€ข Vibecoding


Roadmap

We welcome contributions! See CONTRIBUTING.md.

๐Ÿ”ด High Priority

  • Integration tests for generated servers โ€” Validate MCP servers import correctly

๐ŸŸก Good First Issues

  • More EVM chains โ€” Fantom, zkSync, Cronos, etc.
  • More ABI sources โ€” Blockscout, 4byte.directory
  • Example contracts โ€” Uniswap, Aave, Compound, OpenSea

๐Ÿš€ Future

  • UCAI for Solana โ€” Generate from Anchor IDL
  • UCAI for REST APIs โ€” Generate from OpenAPI specs
  • TypeScript output โ€” Generate servers in JS/TS
  • Batch generation โ€” Multiple contracts at once
  • Event subscriptions โ€” Real-time WebSocket streaming

License

All rights reserved. See LICENSE.

Acknowledgments

Built with:

  • MCP Python SDK โ€” Official Model Context Protocol implementation
  • web3.py โ€” Ethereum interaction
  • Typer โ€” CLI framework

Comprehensive keyword list for ERC-8004 Trustless Agents ecosystem


Core Protocol Keywords

ERC-8004, ERC8004, EIP-8004, EIP8004, Trustless Agents, trustless agent, trustless AI, trustless AI agents, agent protocol, agent standard, Ethereum agent standard, blockchain agent protocol, on-chain agents, onchain agents, on-chain AI, onchain AI, decentralized agents, decentralized AI agents, autonomous agents, autonomous AI agents, AI agent protocol, AI agent standard, agent discovery, agent trust, agent reputation, agent validation, agent identity, agent registry, identity registry, reputation registry, validation registry, agent NFT, ERC-721 agent, agent tokenId, agentId, agentURI, agentWallet, agent registration, agent registration file, agent-registration.json, agent card, agent metadata, agent endpoints, agent discovery protocol, agent trust protocol, open agent protocol, open agent standard, permissionless agents, permissionless AI, censorship-resistant agents, portable agent identity, portable AI identity, verifiable agents, verifiable AI agents, accountable agents, accountable AI, agent accountability

Blockchain & Web3 Keywords

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AI & Agent Technology Keywords

AI agents, artificial intelligence agents, autonomous AI, AI autonomy, LLM agents, large language model agents, machine learning agents, ML agents, AI assistant, AI chatbot, intelligent agents, software agents, digital agents, virtual agents, AI automation, automated agents, agent-to-agent, A2A, A2A protocol, Google A2A, Agent2Agent, MCP, Model Context Protocol, agent communication, agent interoperability, agent orchestration, agent collaboration, multi-agent, multi-agent systems, agent capabilities, agent skills, agent tools, agent prompts, agent resources, agent completions, AgentCard, agent card, agent endpoint, agent service, AI service, AI API, agent API, AI infrastructure, agent infrastructure, agentic, agentic web, agentic economy, agentic commerce, agent economy, agent marketplace, AI marketplace, agent platform, AI platform

Trust & Reputation Keywords

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Validation & Verification Keywords

validation, validation registry, validator, validator contract, cryptographic validation, cryptographic proof, cryptographic attestation, zero-knowledge, ZK, zkML, zero-knowledge machine learning, ZK proofs, trusted execution environment, TEE, TEE attestation, TEE oracle, stake-secured, staking validators, crypto-economic security, inference re-execution, output validation, work verification, third-party validation, independent validation, validation request, validation response, validationRequest, validationResponse, requestHash, responseHash, verifiable computation, verified agents, verified behavior, behavioral validation, agent verification

Payment & Commerce Keywords

x402, x402 protocol, x402 payments, programmable payments, micropayments, HTTP payments, pay-per-request, pay-per-task, agent payments, AI payments, agent monetization, AI monetization, agent commerce, AI commerce, agentic commerce, agent economy, AI economy, agent marketplace, service marketplace, agent-to-agent payments, A2A payments, stablecoin payments, USDC, crypto payments, on-chain payments, payment settlement, programmable settlement, proof of payment, proofOfPayment, payment receipt, payment verification, Coinbase, Coinbase x402, agent pricing, API pricing, service pricing, subscription, API keys, revenue, trading yield, cumulative revenues, agent wallet, payment address, toAddress, fromAddress, txHash

Discovery & Registry Keywords

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Endpoints & Integration Keywords

endpoint, agent endpoint, service endpoint, API endpoint, MCP endpoint, A2A endpoint, web endpoint, HTTPS endpoint, HTTP endpoint, DID, decentralized identifier, ENS, Ethereum Name Service, ENS name, agent.eth, vitalik.eth, email endpoint, OASF, Open Agent Specification Format, endpoint verification, domain verification, endpoint ownership, .well-known, well-known, agent-registration.json, endpoint domain, endpoint URL, endpoint URI, base64 data URI, on-chain metadata, off-chain metadata, metadata storage, JSON metadata, agent JSON, registration JSON

SDK & Developer Tools Keywords

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Ecosystem & Community Keywords

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Key People & Organizations Keywords

Marco De Rossi, MetaMask AI Lead, Davide Crapis, Ethereum Foundation AI, Head of AI, Jordan Ellis, Google engineer, Erik Reppel, Coinbase engineering, Head of Engineering, Sumeet Chougule, ChaosChain founder, YQ, AltLayer co-founder, Wee Kee, Virtuals contributor, Cyfrin audit, Nethermind audit, Ethereum Foundation Security Team, security audit, audited contracts

Use Cases & Applications Keywords

trading bot, DeFi agent, yield optimizer, data oracle, price feed, analytics agent, research agent, coding agent, development agent, automation agent, task agent, workflow agent, portfolio management, asset management, supply chain, service agent, API service, chatbot, AI assistant, virtual assistant, personal agent, enterprise agent, B2B agent, agent-as-a-service, AaaS, SaaS agent, AI SaaS, delegated agent, proxy agent, helper agent, worker agent, coordinator agent, orchestrator agent, validator agent, auditor agent, insurance agent, scoring agent, ranking agent

Technical Specifications Keywords

ERC-8004 specification, EIP specification, Ethereum Improvement Proposal, Ethereum Request for Comment, RFC 2119, RFC 8174, MUST, SHOULD, MAY, OPTIONAL, REQUIRED, interface, contract interface, function signature, event, emit event, indexed event, storage, contract storage, view function, external function, public function, uint256, int128, uint8, uint64, bytes32, string, address, array, struct, MetadataEntry, mapping, modifier, require, revert, transfer, approve, operator, owner, tokenId, URI, hash, keccak256, KECCAK-256, signature, deadline

Events & Conferences Keywords

8004 Launch Day, Agentic Brunch, Builder Nights Denver, Trustless Agent Day, Devconnect, ETHDenver, community call, meetup, hackathon, workshop, conference, summit, builder program, grants, bounties, ecosystem fund

News & Media Keywords

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Competitor & Alternative Keywords

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Future & Roadmap Keywords

cross-chain, multi-chain, chain agnostic, bridge, interoperability, governance, community governance, decentralized governance, DAO, protocol upgrade, upgradeable contracts, UUPS, proxy contract, ERC1967Proxy, protocol evolution, standard finalization, EIP finalization, mainnet feedback, testnet feedback, security improvements, gas optimization, feature request, enhancement, proposal


Long-tail Keywords & Phrases

how to register AI agent on blockchain, how to create ERC-8004 agent, how to build trustless AI agent, how to verify agent reputation, how to give feedback to AI agent, how to monetize AI agent, how to accept crypto payments AI agent, how to discover AI agents, how to trust AI agents, how to validate AI agent output, decentralized AI agent marketplace, on-chain AI agent registry, blockchain-based AI reputation, verifiable AI agent identity, portable AI agent reputation, permissionless AI agent registration, trustless AI agent discovery, autonomous AI agent payments, agent-to-agent micropayments, AI agent service discovery, AI agent trust protocol, open source AI agent standard, Ethereum AI agent protocol, EVM AI agent standard, blockchain AI agent framework, decentralized AI agent infrastructure, Web3 AI agent ecosystem, crypto AI agent platform, DeFi AI agent integration, NFT-based agent identity, ERC-721 agent registration, on-chain agent metadata, off-chain agent data, IPFS agent storage, subgraph agent indexing, agent explorer blockchain, agent scanner Ethereum, agent leaderboard ranking, agent reputation scoring, agent feedback system, agent validation proof, zkML agent verification, TEE agent attestation, stake-secured agent validation, x402 agent payments, MCP agent endpoint, A2A agent protocol, ENS agent name, DID agent identity, agent wallet address, agent owner operator, transferable agent NFT, portable agent identity, censorship-resistant agent registry, credibly neutral agent infrastructure, public good agent data, open agent economy, agentic web infrastructure, trustless agentic commerce, autonomous agent economy, AI agent economic actors, accountable AI agents, verifiable AI behavior, auditable AI agents, transparent AI agents, decentralized AI governance, community-driven AI standards, open protocol AI agents, permissionless AI innovation


Brand & Product Keywords

8004, 8004.org, Trustless Agents, trustlessagents, trustless-agents, 8004scan, 8004scan.io, agentscan, agentscan.info, 8004agents, 8004agents.ai, Agent0, agent0, sdk.ag0.xyz, ChaosChain, chaoschain, docs.chaoscha.in, Lucid Agents, lucid-agents, daydreams.systems, create-8004-agent, erc-8004-contracts, best-practices, agent0lab, subgraph


Hashtags & Social Keywords

#ERC8004, #TrustlessAgents, #AIAgents, #DecentralizedAI, #OnChainAI, #AgenticWeb, #AgentEconomy, #Web3AI, #BlockchainAI, #EthereumAI, #CryptoAI, #AutonomousAgents, #AIAutonomy, #AgentDiscovery, #AgentTrust, #AgentReputation, #x402, #MCP, #A2A, #AgentProtocol, #OpenAgents, #PermissionlessAI, #VerifiableAI, #AccountableAI, #AIInfrastructure, #AgentInfrastructure, #BuildWithAgents, #AgentBuilders, #AgentDevelopers, #AgentEcosystem


Statistical Keywords

10000+ agents, 10300+ agents, 10000+ testnet registrations, 20000+ feedback, 5 months development, 80+ teams, 100+ partners, January 28 2026, January 29 2026, mainnet live, production ready, audited contracts, singleton deployment, per-chain singleton, ERC-721 token, NFT minting, gas fees, $5-20 mainnet gas


Additional Core Protocol Terms

ERC 8004, EIP 8004, trustless agent protocol, trustless agent standard, trustless agent framework, trustless agent system, trustless agent network, trustless agent infrastructure, trustless agent architecture, trustless agent specification, trustless agent implementation, trustless agent deployment, trustless agent integration, trustless agent ecosystem, trustless agent platform, trustless agent marketplace, trustless agent registry, trustless agent identity, trustless agent reputation, trustless agent validation, trustless agent discovery, trustless agent verification, trustless agent authentication, trustless agent authorization, trustless agent registration, trustless agent management, trustless agent operations, trustless agent services, trustless agent solutions, trustless agent technology, trustless agent innovation, trustless agent development, trustless agent research, trustless agent security, trustless agent privacy, trustless agent transparency, trustless agent accountability, trustless agent governance, trustless agent compliance, trustless agent standards, trustless agent protocols, trustless agent interfaces, trustless agent APIs, trustless agent SDKs, trustless agent tools, trustless agent utilities, trustless agent libraries, trustless agent modules, trustless agent components, trustless agent extensions

Extended Blockchain Terms

Ethereum blockchain, Ethereum network, Ethereum protocol, Ethereum ecosystem, Ethereum infrastructure, Ethereum development, Ethereum smart contract, Ethereum dApp, Ethereum application, Ethereum transaction, Ethereum gas, Ethereum wallet, Ethereum address, Ethereum account, Ethereum signature, Ethereum verification, Ethereum c