kukapay/thegraph-mcp

Overview

This MCP server enables AI agents to access indexed blockchain data from The Graph. It uses Python and implements the Model Context Protocol to allow agents to query on-chain data through a standardized interface. The tool connects to The Graph's decentralized network to retrieve structured blockchain information.

Best for

Best for
Developers building AI agents that need access to decentralized blockchain data

Use cases

• Query historical blockchain events for AI analysis
• Enable AI agents to fetch token balances and transaction data
• Integrate on-chain data retrieval into AI workflows

Notes

This MCP server enables AI agents to access indexed blockchain data from The Graph. It uses Python and implements the Model Context Protocol to allow agents to query on-chain data through a standardized interface. The tool connects to The Graph’s decentralized network to retrieve structured blockchain information.

8 stars on GitHub. Last updated 2025-07-31. Licensed MIT.

Use cases

• Query historical blockchain events for AI analysis
• Enable AI agents to fetch token balances and transaction data
• Integrate on-chain data retrieval into AI workflows

Pros

• Leverages The Graph’s indexed data for efficient queries
• Standard MCP interface enables easy integration with AI agent frameworks
• Open source Python implementation

Cons

• Low community traction with only 8 stars
• Limited documentation or support for production use
• Dependency on The Graph network availability

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.