ChainFETCH▌

by chainfetch
ChainFETCH offers semantic search and natural language queries on Ethereum blockchain data, using advanced vector simila
Provides semantic search and natural language querying of Ethereum blockchain data including addresses, transactions, blocks, tokens, and smart contracts with vector similarity matching and LLM-guided filtering across 150+ searchable parameters.
best for
- / Blockchain analysts investigating suspicious addresses
- / DeFi developers researching transaction patterns
- / Crypto researchers analyzing token movements
- / Web3 applications needing intelligent blockchain queries
capabilities
- / Search Ethereum addresses using semantic similarity
- / Query transactions with natural language
- / Filter blocks using 120+ parameters
- / Generate AI summaries of addresses and transactions
- / Analyze token data and NFT instances
- / Stream live Ethereum blocks in real-time
what it does
Provides AI-powered semantic search and natural language querying of Ethereum blockchain data including addresses, transactions, blocks, and tokens with 150+ searchable parameters.
about
ChainFETCH is an official MCP server published by chainfetch that provides AI assistants with tools and capabilities via the Model Context Protocol. ChainFETCH offers semantic search and natural language queries on Ethereum blockchain data, using advanced vector simila It is categorized under ai ml, analytics data.
how to install
You can install ChainFETCH in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
MIT
ChainFETCH is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.
readme
ChainFETCH MCP Server
A Model Context Protocol (MCP) server that provides access to ChainFETCH API - an AI-powered Ethereum blockchain intelligence platform with advanced semantic search capabilities.
Features
ChainFETCH combines real-time blockchain streaming with AI-powered analysis to provide:
- 🔥 Live Block Streaming: Real-time Ethereum block processing every ~12 seconds
- 🧠 AI-Powered Semantic Search: Vector similarity search using Qwen3-Embedding-0.6B model
- 🤖 LLM-Enhanced Queries: LLaMA 3.2 3B model for intelligent parameter selection
- ⚡ Multi-Modal Search: Semantic, LLM, and JSON search options
- 🎯 Comprehensive Coverage: Addresses, transactions, blocks, tokens, and smart contracts
Available Tools
Address Analysis
search_addresses_semantic- AI-powered vector similarity searchsearch_addresses_json- 150+ parameter filteringsearch_addresses_llm- Natural language to smart parameter selectionget_address_summary- AI-generated address summariesget_address_info- Detailed address information
Transaction Intelligence
search_transactions_semantic- Semantic transaction searchsearch_transactions_json- 254+ curated parameterssearch_transactions_llm- Natural language transaction queriesget_transaction_summary- AI transaction summariesget_transaction_info- Detailed transaction data
Block Analysis
search_blocks_semantic- AI-powered block searchsearch_blocks_json- 120+ block parameterssearch_blocks_llm- Natural language block queriesget_block_summary- AI block summariesget_block_info- Detailed block information
Token Intelligence
search_tokens_semantic- Semantic token searchsearch_tokens_json- Comprehensive token filteringsearch_tokens_llm- Natural language token queriesget_token_summary- AI token summariesget_token_info- Detailed token informationget_nft_instance_info- NFT instance details
Smart Contract Analysis
search_smart_contracts_semantic- AI contract searchsearch_smart_contracts_json- 50+ contract parameterssearch_smart_contracts_llm- Natural language contract queriesget_smart_contract_summary- AI contract summariesget_smart_contract_info- Detailed contract information
Installation
Prerequisites
- Node.js 18.0.0 or higher
- ChainFETCH API token from chainfetch.app
Option 1: NPM Install (Recommended)
npm install -g chainfetch-mcp-server
Option 2: From Source
git clone https://github.com/chainfetch/chainfetch-mcp-server.git
cd chainfetch-mcp-server
npm install
npm run build
npm link
Configuration
Environment Variables
Set your ChainFETCH API token:
export CHAINFETCH_API_TOKEN="your_api_token_here"
For Claude Desktop
Add to your Claude Desktop configuration file:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"chainfetch": {
"command": "npx",
"args": ["chainfetch-mcp-server"],
"env": {
"CHAINFETCH_API_TOKEN": "CHAINFETCH_API_TOKEN"
}
}
}
}
For Claude via ngrok (HTTP Mode)
Start the server in HTTP mode:
MCP_HTTP_MODE=true chainfetch-mcp-server
In another terminal, start ngrok:
ngrok http 8000
Configure Claude MCP Connector with:
- Server URL:
https://your-ngrok-url.ngrok.app/streamable-http - API Key: Your ChainFETCH API token
Usage Examples
Semantic Search
// Find whale addresses
search_addresses_semantic({
query: "whale addresses with high ETH balance and DeFi activity",
limit: 10
})
// Find suspicious transactions
search_transactions_semantic({
query: "high gas transactions with failed status",
limit: 5
})
Natural Language Queries
// LLM-powered address search
search_addresses_llm({
query: "Show me verified smart contracts deployed in the last month"
})
// LLM-powered transaction search
search_transactions_llm({
query: "Find large value transfers between exchanges"
})
Structured Filtering
// JSON search with specific parameters
search_addresses_json({
eth_balance_min: "10.0",
is_contract: true,
is_verified: true,
transactions_count_min: 1000,
limit: 20
})
Detailed Analysis
// Get comprehensive address information
get_address_info({
address: "0x742D35Cc6335C06576BE5A1D5E2A7df9e7B0E8df"
})
// Get AI-generated summary
get_address_summary({
address_hash: "0x742D35Cc6335C06576BE5A1D5E2A7df9e7B0E8df"
})
API Coverage
This MCP server provides access to ChainFETCH's comprehensive API including:
- 150+ Address Parameters: Balance, contract status, transaction counts, token holdings
- 254+ Transaction Parameters: Value, gas, addresses, block info, token transfers
- 120+ Block Parameters: Height, gas usage, transaction counts, miner info
- Token Analysis: ERC-20, ERC-721, ERC-1155 support with metadata
- Smart Contract Intelligence: Verification status, proxy patterns, ABI analysis
Error Handling
The server provides detailed error messages for common issues:
- Missing API token
- Invalid addresses/hashes
- Rate limiting
- Network connectivity issues
Development
Local Development
# Install dependencies
npm install
# Run in development mode
npm run dev
# Run in HTTP mode for testing
npm run dev:http
Testing with Claude
- Set up your API token
- Configure Claude Desktop or use ngrok
- Test with simple queries first
- Use the semantic search for exploratory analysis
Support
- Documentation: ChainFETCH API Docs
- API Access: Get API Token
- Issues: GitHub Issues
License
MIT License - see LICENSE file for details.
Changelog
v1.0.0
- Initial release
- Full ChainFETCH API integration
- Semantic, LLM, and JSON search modes
- Address, transaction, block, token, and smart contract tools
- Claude Desktop and ngrok HTTP support
FAQ
- What is the ChainFETCH MCP server?
- ChainFETCH is a Model Context Protocol (MCP) server profile on explainx.ai. MCP lets AI hosts (e.g. Claude Desktop, Cursor) call tools and resources through a standard interface; this page summarizes categories, install hints, and community ratings.
- How do MCP servers relate to agent skills?
- Skills are reusable instruction packages (often SKILL.md); MCP servers expose live capabilities. Teams frequently combine both—skills for workflows, MCP for APIs and data. See explainx.ai/skills and explainx.ai/mcp-servers for parallel directories.
- How are reviews shown for ChainFETCH?
- This profile displays 10 aggregated ratings (sample rows for discoverability plus signed-in user reviews). Average score is about 4.5 out of 5—verify behavior in your own environment before production use.
Ratings
4.5★★★★★10 reviews- ★★★★★Shikha Mishra· Oct 10, 2024
ChainFETCH is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
- ★★★★★Piyush G· Sep 9, 2024
We evaluated ChainFETCH against two servers with overlapping tools; this profile had the clearer scope statement.
- ★★★★★Chaitanya Patil· Aug 8, 2024
Useful MCP listing: ChainFETCH is the kind of server we cite when onboarding engineers to host + tool permissions.
- ★★★★★Sakshi Patil· Jul 7, 2024
ChainFETCH reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
- ★★★★★Ganesh Mohane· Jun 6, 2024
I recommend ChainFETCH for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
- ★★★★★Oshnikdeep· May 5, 2024
Strong directory entry: ChainFETCH surfaces stars and publisher context so we could sanity-check maintenance before adopting.
- ★★★★★Dhruvi Jain· Apr 4, 2024
ChainFETCH has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
- ★★★★★Rahul Santra· Mar 3, 2024
According to our notes, ChainFETCH benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
- ★★★★★Pratham Ware· Feb 2, 2024
We wired ChainFETCH into a staging workspace; the listing’s GitHub and npm pointers saved time versus hunting across READMEs.
- ★★★★★Yash Thakker· Jan 1, 2024
ChainFETCH is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.