# Connect AI Agents to Your GraphQL API Using MCP and Type-Safe Tool Configuration

DevFeed: [Connect AI Agents to Your GraphQL API Using MCP and Type-Safe Tool Configuration](<https://devfeed.tech/articles/connect-ai-agents-to-your-graphql-api-using-mcp-and-type-safe-tool-configuration-23258.md>)

Original publisher: [Read original article](<https://www.apollographql.com/blog/connect-ai-agents-to-your-graphql-api-using-mcp-and-type-safe-tool-configuration>)

Author: Camille Lawrence

Published: 2026-02-26T12:00:45Z

Content type: tutorial

Language: en

Sources: [Apollo Blog](<https://devfeed.tech/sources/apollo-blog.md>)

Topics: [GraphQL](<https://devfeed.tech/topics/graphql.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [MCP Server](<https://devfeed.tech/topics/mcp-server.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [apollo-mcp-server](<https://devfeed.tech/tags/apollo-mcp-server.md>), [configuration](<https://devfeed.tech/tags/configuration.md>), [graphql](<https://devfeed.tech/tags/graphql.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [security](<https://devfeed.tech/tags/security.md>)

## AI overview

This tutorial explains how to connect AI agents to GraphQL APIs through Apollo MCP Server. It presents three patterns for exposing GraphQL operations as MCP tools: predefined operations from files, persisted queries from Apollo GraphOS, and dynamic operations using MCP introspection tools. It also discusses type-based parameter handling, safelisting, security boundaries, and the tradeoffs of each pattern.

## Source excerpt

Learn how to connect AI agents to your GraphQL API using Model Context Protocol (MCP) with type-safe configuration, secure execution, and flexible tool patterns.