Guide for using Apollo MCP Server to connect AI agents with GraphQL APIs. Use this skill when: (1) setting up or configuring Apollo MCP Server, (2) defining MCP tools from GraphQL operations, (3) using introspection tools (introspect, search, validate, execute), (4) troubleshooting MCP server connectivity or tool execution issues.
Apollo MCP Server exposes GraphQL operations as MCP tools, enabling AI agents to interact with GraphQL APIs through the Model Context Protocol.
# Linux / MacOS
curl -sSL https://mcp.apollo.dev/download/nix/latest | sh
# Windows
iwr 'https://mcp.apollo.dev/download/win/latest' | iex
Create config.yaml in your project root:
# config.yaml
transport:
type: streamable_http
schema:
source: local
path: ./schema.graphql
operations:
source: local
paths:
- ./operations/
introspection:
introspect:
enabled: true
search:
enabled: true
validate:
enabled: true
execute:
enabled: true
Start the server:
apollo-mcp-server ./config.yaml
The MCP endpoint is available at http://127.0.0.1:8000/mcp (streamable_http defaults: address 127.0.0.1, port 8000). The GraphQL endpoint defaults to http://localhost:4000/ — override with the endpoint key if your API runs elsewhere.
Add to your MCP client configuration:
Streamable HTTP (recommended):
Claude Desktop (claude_desktop_config.json):
{
"mcpServers": {
"graphql-api": {
"command": "npx",
"args": ["mcp-remote", "http://127.0.0.1:8000/mcp"]
}
}
}
Claude Code:
claude mcp add graphql-api -- npx mcp-remote http://127.0.0.1:8000/mcp
Stdio (client launches the server directly):
Claude Desktop (claude_desktop_config.json) or Claude Code (.mcp.json):
{
"mcpServers": {
"graphql-api": {
"command": "./apollo-mcp-server",
"args": ["./config.yaml"]
}
}
}
Apollo MCP Server provides four introspection tools:
| Tool | Purpose | When to Use |
|------|---------|-------------|
| introspect | Explore schema types in detail | Need type definitions, fields, relationships |
| search | Find types in schema | Looking for specific types or fields |
| validate | Check operation validity | Before executing operations |
| execute | Run ad-hoc GraphQL operations | Testing or one-off queries |
MCP tools are created from GraphQL operations. Three methods:
operations:
source: local
paths:
- ./operations/
# operations/users.graphql
query GetUser($id: ID!) {
user(id: $id) {
id
name
email
}
}
mutation CreateUser($input: CreateUserInput!) {
createUser(input: $input) {
id
name
}
}
Each named operation becomes an MCP tool.
operations:
source: collection
id: your-collection-id
Use GraphOS Studio to manage operations collaboratively.
operations:
source: manifest
path: ./persisted-query-manifest.json
For production environments with pre-approved operations.
Detailed documentation for specific topics:
headers configuration for API keys and tokensoverrides.mutation_mode: explicit to require confirmation for mutations# Static header
headers:
Authorization: "Bearer ${env.API_TOKEN}"
# Dynamic header forwarding
forward_headers:
- x-forwarded-token
# OAuth (streamable_http transport)
transport:
type: streamable_http
auth:
servers:
- https://auth.example.com/.well-known/openid-configuration
audiences:
- https://api.example.com
Enable minification to reduce token usage:
introspection:
introspect:
minify: true
search:
minify: true
Minified output uses compact notation:
Control mutation behavior via the overrides section:
overrides:
mutation_mode: all # Execute mutations directly
# mutation_mode: explicit # Require explicit confirmation
# mutation_mode: none # Block all mutations (default)
# schema.source defaults to uplink — can be omitted when graphos is configured
graphos:
apollo_key: ${env.APOLLO_KEY}
apollo_graph_ref: my-graph@production
transport:
type: streamable_http
schema:
source: local
path: ./schema.graphql
introspection:
introspect:
enabled: true
search:
enabled: true
validate:
enabled: true
execute:
enabled: true
overrides:
mutation_mode: all
transport:
type: streamable_http
endpoint: https://api.production.com/graphql
operations:
source: manifest
path: ./persisted-query-manifest.json
graphos:
apollo_key: ${env.APOLLO_KEY}
apollo_graph_ref: ${env.APOLLO_GRAPH_REF}
headers:
Authorization: "Bearer ${env.API_TOKEN}"
health_check:
enabled: true
transport:
type: streamable_http
address: 0.0.0.0
port: 8000
endpoint: ${env.GRAPHQL_ENDPOINT}
graphos:
apollo_key: ${env.APOLLO_KEY}
apollo_graph_ref: ${env.APOLLO_GRAPH_REF}
health_check:
enabled: true
mutation_mode: explicit or mutation_mode: none in shared environmentsSearch for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
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