What it does
The Ask GraphQL MCP skill enables your AI agent to interact natively with Web3 and on-chain data through GraphQL endpoints, such as SubGraph and SubQuery. It bridges the gap between natural language requests and complex blockchain schemas by leveraging a specialized Model Context Protocol (MCP) gateway.
Problem it solves
Querying blockchain data via GraphQL usually requires developers to manually inspect schemas, write complex nested queries, and manage endpoint connectivity. This skill automates that process: your agent can now answer questions like 'What is the current staking volume on this protocol?' or 'Analyze recent governance proposals' without the agent needing to manually draft every GraphQL query from scratch.
Why use this skill?
- Automated Discovery: Includes built-in endpoint discovery if you don't have the specific URL at hand.
- Reliability: Standardizes query execution through a dedicated MCP agent, reducing syntax errors and hallucinated schemas.
- Web3 Optimized: Specifically designed for on-chain metrics, pool activity, and protocol analysis.
- Seamless Workflow: Handles everything from free-tier exploration to authenticated, high-throughput production queries with built-in quota management.
Output overview
The skill returns structured interpretations of on-chain data, including assumptions made during the query, a concise answer summary, and the technical details or specific queries provided by the MCP for verification.