Gqai GraphQL + AI MCP Server

Turn any GraphQL endpoint into a set of MCP tools

Local serverstdioGo

What is the Gqai GraphQL + AI MCP server?

Connect Gqai GraphQL + AI to Claude, Cursor or any other MCP client and it stops being a tab you switch to. Turn any GraphQL endpoint into a set of MCP tools. The gqai graphql + ai mcp server is what makes that connection.

What the server does

🔌 Powered by your GraphQL backend ⚙️ Driven by .graphqlrc.yml + plain .graphql files

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • Configuration — The Configuration tool exposed by this server
  • Prerequisites — The Prerequisites tool exposed by this server
  • Build — The Build tool exposed by this server
  • Test — The Test tool exposed by this server
  • Format — The Format tool exposed by this server

Installation

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

Credentials and setup notes

Configuration is passed through the environment: YOUR_TOKEN, MY_AUTH_TOKEN, MY_SCHEMA_URL, MY_DOCS_PATH. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

  • Go 1.20+

Where it fits

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Gqai GraphQL + AI's toolset — Configuration, Prerequisites, Build and 2 more — is a fair guide to whether it matches your workflow. It is maintained by fotoetienne; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Gqai GraphQL + AI's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Worth knowing first

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
ConfigurationThe Configuration tool exposed by this server.
PrerequisitesThe Prerequisites tool exposed by this server.
BuildThe Build tool exposed by this server.
TestThe Test tool exposed by this server.
FormatThe Format tool exposed by this server.

Configuration

  • Go 1.20+
VariableDescriptionRequired
YOUR_TOKENCredential the server authenticates with.Yes
MY_AUTH_TOKENCredential the server authenticates with.Yes
MY_SCHEMA_URLEndpoint or connection string the server talks to.Yes
MY_DOCS_PATHFilesystem location the server is allowed to use.Optional

Example prompts to try

  • Use Gqai GraphQL + AI to Configuration.
  • Use Gqai GraphQL + AI to Prerequisites.
  • Use Gqai GraphQL + AI to Build.

Frequently asked questions

Gqai automatically converts your existing GraphQL queries and mutations into MCP tools, eliminating the need to write any server code or manually define tool schemas.