Summary
Step-by-step guide to converting GraphQL APIs into MCP servers for Claude, ChatGPT, and Copilot. Make any GraphQL endpoint AI-accessible with AnythingMCP.
Convert GraphQL APIs to AI-Ready MCP Servers
GraphQL APIs are powerful but complex. By converting them to MCP servers with AnythingMCP, AI agents can execute queries and mutations through natural language.
What You Need
- A GraphQL API endpoint
- Docker installed
- An MCP-compatible AI client
Step-by-Step Guide
Step 1: Deploy AnythingMCP
curl -fsSL https://raw.githubusercontent.com/HelpCode-ai/anythingmcp/main/docker-compose.quickstart.yml -o docker-compose.yml
printf 'JWT_SECRET=%s\nENCRYPTION_KEY=%s\n' "$(openssl rand -hex 32)" "$(openssl rand -hex 32)" > .env
docker compose up -d
Step 2: Create a GraphQL Connector
In the dashboard, create a new GraphQL connector. Provide the GraphQL endpoint URL. AnythingMCP introspects the schema to discover available queries and mutations.
Step 3: Define Tools from Queries
Select which GraphQL queries and mutations to expose as MCP tools. AnythingMCP converts the GraphQL schema types into MCP tool parameters automatically.
Step 4: Configure Authentication
Set up Bearer token, API key, or OAuth 2.0 as required by your GraphQL API.
Step 5: Connect Your AI Client
{
"mcpServers": {
"my-graphql-api": {
"url": "http://localhost:4000/mcp"
}
}
}
Popular GraphQL APIs to Convert
- Sorare — Fantasy sports and card marketplace
- GitHub GraphQL API — Repository and project management
- Shopify Storefront API — E-commerce data
- Contentful — Content management
- Hasura — Instant GraphQL on your database
Next Steps
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