Introducing AskSubQuery — AI That Answers Your Blockchain Questions

Today, we’re excited to officially launch AskSubQuery, a breakthrough AI-powered platform that lets anyone explore blockchain data using plain, natural language. No more writing complex GraphQL queries, deciphering schemas, or navigating technical barriers—AskSubQuery makes blockchain data as easy to access as chatting with an assistant.

AskSubQuery is powered by our GraphQLAgent MCP (Model Context Protocol) Service—the first platform designed specifically to bring AI-native querying to SubQuery and The Graph Protocol data sources.

Launching now in closed beta, this is the next evolution of blockchain indexing: instant answers, intuitive conversations, and intelligent insights.

Turning Natural Language Into Blockchain Intelligence

Imagine asking:

“What wallets interacted with this contract last week?” “Show me the top liquidity providers for my protocol.” “Which NFTs were minted today?”

Instead of constructing queries, defining filters, or scrolling through schema docs, AskSubQuery interprets the question, generates the right GraphQL query, executes it against your SubQuery or The Graph endpoint, and explains the results.

You don’t see the complexity—just the answer.

Under the hood, the AI automatically analyses your project’s schema, understands relationships between entities, and constructs queries that would normally require experience and time. For developers, it removes friction. For analysts and founders, it unlocks instant insights. And for anyone curious about blockchain data, it makes exploration as simple as conversation.

Works Across Your Existing Data Sources

AskSubQuery supports both SubQuery projects and The Graph subgraphs, allowing users to connect multiple endpoints and switch between them effortlessly. This means you can combine insights across different chains, protocols, and indexing solutions—all from the same interface.

Teams already using SubQuery or The Graph don't need to migrate or change anything. AskSubQuery simply becomes the conversational layer on top of your existing data.

Built for Real Workflows, Not Just Demos

A major goal of AskSubQuery is to make blockchain data more accessible, not only to individuals but to entire teams and applications. The platform includes tools to manage multiple endpoints, customise how the AI interacts with each project, and integrate the GraphQLAgent MCP directly into other AI agents and developer workflows.

Results stream in real time, making it easy to iterate quickly, explore large datasets, or use AskSubQuery as part of debugging or development. Behind the scenes, the service is powered by a combination of OpenAI models, LangChain orchestration, and deeply specialised blockchain knowledge.

AskSubQuery isn’t just an interface—it’s an intelligence layer for Web3 data.

Flexible Access for All Users

We want AskSubQuery to be accessible for everyone, from casual explorers to heavy-usage teams. The platform launches with a simple, credit-based system:

• A generous free tier for experimentation
• Optional SQT token boosts for increased daily usage
• Pay-as-you-go credits for those who rely on AI for day-to-day development or analysis

It’s straightforward and designed to grow with your needs.

Early Access: Closed Beta Launch

AskSubQuery is launching today in closed beta, giving our community a first look at this new AI experience before it opens to the public. During this period, access is limited to users with an exclusive beta code. These codes will be shared through a few key channels: attendees of our community events such as calls and X Spaces, our network of more than 300 partners, and a select group of trusted KOLs. If you’re active in the SubQuery ecosystem, there are plenty of opportunities to secure early access and start exploring AskSubQuery ahead of everyone else.

Get involved in our community to get an early access code, then head to asksubquery.xyz to get started. No setup, no query writing—just real blockchain insights, delivered conversationally.

About SubQuery

SubQuery Network is innovating web3 infrastructure with tools that empower builders to decentralise without compromise. SubQuery’s infrastructure network offers both data indexers and RPCs — fully decentralised, production-ready, and designed for scale.

Our fast, flexible, and open data indexer supercharges thousands of dApps on nearly 300 networks. Through innovations like AI-assisted development via the SubQuery SDK and Model Context Protocol (MCP) integration, SubQuery is making it easier than ever to build, deploy, and maintain blockchain indexers. We’re not just a company — we’re a movement driving an inclusive and decentralised web3 era, together.

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