GraphQL MCP server

This is a small helper that connects your AI assistant to a GraphQL service. GraphQL is a way that apps share their data over the internet, and many companies use it behind the scenes. If your team has a GraphQL service and you would like your AI to fetch answers from it, this is for you.

What this MCP server does

You ask your AI a question in normal words. The AI uses this helper to talk to your GraphQL service. First the helper reads the service's schema, which is like a map of what data is available. Then it sends a query to fetch the data you asked about. You get the answer back in the chat, in plain text.

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What you can do with it

• Look up what data your GraphQL service offers
• Fetch records or lists from the service by asking in plain words
• Read a single item, like a customer or an order
• Run read-only queries without changing anything
• Use a saved schema file if the service does not allow live lookups
• Turn on write actions only if you deliberately allow them

Try asking your AI

• “Show me the last 10 orders from our GraphQL service.”
• “What fields are available on the customer type?”
• “Find the customer with email ana@example.com and show their details.”
• “List all products that are currently out of stock.”

What it gives back to you

You get answers back in the chat, usually as a list or a short summary of the data you asked for. If you ask about the schema, you get a description of the types and fields the service offers. Read-only queries do not change anything on the service. If write actions are turned on, the helper can also report what it changed.

Before you start

Who it's for

Office workers and analysts whose team uses a GraphQL service and who want to ask questions about that data without writing code.