The Graph Enables Natural Language Blockchain Queries Through MCP Integration

🗣️ Talk to blockchains

By The Graph
Jun 22, 2026, 3:19 PM
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The Graph has launched MCP (Model Context Protocol) servers that allow users to query live blockchain data using plain natural language—no GraphQL, SQL, or custom infrastructure required.​

Key capabilities:

  • Query Subgraphs and Substreams data conversationally
  • Works with Claude, Cursor, and Cline development tools
  • Eliminates technical barriers for non-developers
  • Enables real-time access to onchain data

This builds on The Graph's existing infrastructure that has proven critical for AI agents requiring high-quality, real-time blockchain data.​ Previous implementations showed dramatic performance gains, with one analytics platform achieving 72,000% improvement over traditional RPC infrastructure.​

The natural language interface democratizes blockchain data access beyond developers to anyone who can ask a question, opening new possibilities for accounting, compliance, reporting, and rapid prototyping of data-driven applications.​

Read the full technical breakdown

Sources

One analytics platform saw a 72,000% performance improvement over its previous RPC infrastructure. Historical reprocessing of blockchain data used to take weeks. A developer would have to resync from genesis, parse every block, rebuild their database, and pray nothing broke

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Your competitive advantage is what you build on top of it. The infrastructure question has already been answered. The only question left is: what are you building with the time you get back? thegraph.com/blog/case-stud…

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ICYMI: The agentic web changes who consumes blockchain data and raises the stakes for getting it right. CreatorBid needed sub-second data freshness across thousands of simultaneous agent launches and trades. Traditional RPC providers couldn't keep up. Subgraphs solved it,

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thegraph.com/blog/subgraphs…

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