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blockscout-analysis

MANDATORY — invoke this skill BEFORE making any Blockscout MCP tool calls or writing any blockchain data scripts, even when the Blockscout MCP server is already configured. Provides architectural rules, execution-strategy decisions, MCP REST API conventions for scripts, endpoint reference files, response transformation requirements, and output conventions that are not available from MCP tool descriptions alone. Use when the user asks about on-chain data, blockchain analysis, wallet balances, token transfers, contract interactions, on-chain metrics, wants to use the Blockscout API, or needs to build software that retrieves blockchain data via Blockscout. Covers all EVM chains.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/akolotov/blockscout-analysis
Or

What This Skill Does

The blockscout-analysis skill serves as the foundational architectural layer for all blockchain-related tasks within the OpenClaw ecosystem. It provides the necessary protocols, execution strategies, and endpoint mapping for interacting with the Blockscout MCP server. By acting as the mandatory gatekeeper for on-chain data retrieval, this skill ensures that all queries—whether executed via native MCP tool calls or direct REST API requests—adhere to strict response transformation requirements and data handling standards. It manages complex EVM multi-chain contexts, ensuring the agent effectively parses token transfers, contract bytecode, transaction histories, and wallet metrics without exceeding payload constraints.

Installation

You can install this skill directly using the OpenClaw command-line interface: clawhub install openclaw/skills/skills/akolotov/blockscout-analysis Ensure your environment has the Blockscout MCP server configured correctly before triggering the installation.

Use Cases

  • Protocol Auditing: Inspecting contract ABI, source code, and transaction logs to verify decentralized application integrity.
  • Wallet Portfolio Tracking: Retrieving real-time token balances, NFT holdings, and transaction history across multiple EVM-compatible chains.
  • Data Pipeline Development: Building scripts that query blockchain data via the REST API for custom analytics or automated monitoring dashboards.
  • Chain Interoperability: Identifying chain-specific metadata, such as unique chain IDs and network configurations, required for cross-chain analysis.
  • On-Chain Forensics: Tracking the flow of digital assets, identifying token transfer patterns, and analyzing address-specific behavior.

Example Prompts

  1. "Analyze the transaction history for this wallet address on Ethereum and identify all ERC-20 token transfers from the last 30 days."
  2. "I need to build a script that monitors contract events; can you provide the correct parameters for the read_contract tool and guide me through the API documentation?"
  3. "Which blockchain networks does Blockscout support currently, and what is the current block height on the Base network?"

Tips & Limitations

  • Mandatory Initialization: Always invoke unlock_blockchain_analysis at the start of your session. This ensures the agent is loaded with the most recent architectural constraints and operational rules provided by the MCP server.
  • Payload Management: Native MCP tool calls and the direct_api_call tool enforce a 100,000-character response limit. For large datasets, utilize pagination or filter parameters to avoid 413 error codes.
  • Transformation: When consuming raw JSON from the REST API, always apply internal transformation logic to map the data into a readable format, as the REST API returns raw, unrefined data compared to the enriched responses of native MCP tools.

Metadata

Author@akolotov
Stars4473
Views1
Updated2026-05-01
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-akolotov-blockscout-analysis": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Tags(AI)

#blockchain#evm#web3#data-analysis#mcp
Safety Score: 4/5

Flags: network-access, external-api