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go-zero is a web and rpc framework with lots of builtin engineering practices. It’s born to ensure the stability of the busy services with resilience design and has been serving sites with tens of millions of users for years.

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go-zero (listed in CNCF Landscape: https://landscape.cncf.io/?selected=go-zero) is a web and rpc framework with lots of builtin engineering practices. It’s born to ensure the stability of the busy services with resilience design and has been serving sites with tens of millions of users for years.

go-zero contains simple API description syntax and code generation tool called goctl. You can generate Go, iOS, Android, Kotlin, Dart, TypeScript, JavaScript from .api files with goctl.

• Improves the stability of the services with tens of millions of daily active users
• Builtin chained timeout control, concurrency control, rate limit, adaptive circuit breaker, adaptive load shedding, even no configuration needed
• Builtin middlewares also can be integrated into your frameworks
• Simple API syntax, one command to generate a couple of different languages
• Auto validate the request parameters from clients
• Plenty of builtin microservice management and concurrent toolkits

In early 2018, we transitioned from a Java+MongoDB monolithic architecture to microservices, choosing:

• Golang - High performance, simple syntax, excellent deployment experience, and low resource consumption
• Self-designed microservice framework - Better problem isolation, easier feature extension, and faster issue resolution

go-zero follows these core design principles:

• Simplicity - Keep it simple, first principle
• High availability - Stable under high concurrency
• Resilience - Failure-oriented programming with adaptive protection
• Developer friendly - Encapsulate complexity, one way to do one thing
• Easy to extend - Flexible architecture for growth

go-zero integrates engineering best practices:

• Code generation - Powerful tools to minimize boilerplate
• Simple API - Clean interfaces, fully compatible with net/http
• High performance - Optimized for speed and efficiency
• Resilience - Built-in circuit breaker, rate limiting, load shedding, timeout control
• Service mesh - Service discovery, load balancing, call tracing
• Developer tools - Auto parameter validation, cache management, metrics and monitoring

Run the following command under your project:

go get -u github.com/zeromicro/go-zero

The go-zero team provides workflow guidance and implementation patterns for AI coding assistants such as Claude Code, GitHub Copilot, and Cursor. For assistants with terminal access, the recommended workflow is to run goctl directly to generate framework-compliant code.

• ai-context - Workflow guidance: how to approach go-zero development tasks and when to use goctl.
• zero-skills - Implementation patterns, examples, and goctl command reference, loaded as needed.
• mcp-zero - Optional adapter that exposes goctl code generation through the Model Context Protocol (MCP).

Install goctl and ensure it is available in your $PATH:

go install github.com/zeromicro/go-zero/tools/goctl@latest
goctl --version

Follow the ai-context setup guide and zero-skills integration guides to configure your assistant's workflow instructions and pattern library.

1. Consult ai-context for the workflow and zero-skills for relevant patterns.
2. Define the .api or .proto specification, then run goctl in the terminal to generate code.
3. Implement business logic, resolve dependencies, build, and test the service.

Example: Create a REST API → write the .api specification → run goctl api go → implement the logic using zero-skills patterns → run go mod tidy, go build ./..., and go test ./....

For clients that use MCP tools, such as Claude Desktop, configure mcp-zero to invoke goctl through MCP. It uses the same code generation engine; assistants with terminal access can use the direct workflow above without an MCP server.

1. Full examples:

   Rapid development of microservice systems

   Rapid development of microservice systems - multiple RPCs

2. Install goctl

   # for Go
   go install github.com/zeromicro/go-zero/tools/goctl@latest
   
   # For Mac
   brew install goctl
   
   # docker for all platforms
   docker pull kevinwan/goctl
   # run goctl
   docker run --rm -it -v `pwd`:/app kevinwan/goctl --help

   Ensure goctl is executable and in your $PATH.

3. Create the API file (greet.api):

   type (
     Request {
       Name string `path:"name,options=[you,me]"` // parameters are auto validated
     }
   
     Response {
       Message string `json:"message"`
     }
   )
   
   service greet-api {
     @handler GreetHandler
     get /greet/from/:name(Request) returns (Response)
   }

   Generate .api template:

   goctl api -o greet.api

4. Generate Go server code

   goctl api go -api greet.api -dir greet

   Generated structure:

   ├── greet
   │   ├── etc
   │   │   └── greet-api.yaml        // configuration file
   │   ├── greet.go                  // main file
   │   └── internal
   │       ├── config
   │       │   └── config.go         // configuration definition
   │       ├── handler
   │       │   ├── greethandler.go   // get/put/post/delete routes are defined here
   │       │   └── routes.go         // routes list
   │       ├── logic
   │       │   └── greetlogic.go     // request logic can be written here
   │       ├── svc
   │       │   └── servicecontext.go // service context, mysql/redis can be passed in here
   │       └── types
   │           └── types.go          // request/response defined here
   └── greet.api                     // api description file
   

   Run the service:

   cd greet
   go mod tidy
   go run greet.go -f etc/greet-api.yaml

   Default port: 8888 (configurable in etc/greet-api.yaml)

   Test with curl:

   curl -i http://localhost:8888/greet/from/you

   Response:

   HTTP/1.1 200 OK
   Date: Sun, 30 Aug 2020 15:32:35 GMT
   Content-Length: 0

5. Write business logic

   • Pass dependencies (mysql, redis, etc.) via servicecontext.go
   • Add logic code in the logic package per .api definition

6. Generate client code for multiple languages

   goctl api java -api greet.api -dir greet
   goctl api dart -api greet.api -dir greet
   ...

RPC clients can discover services inside Kubernetes by using the k8s target scheme:

c := zrpc.RpcClientConf{
    NonBlock: true,
    Target:   "k8s://dev/demo-rpc:8080",
}

The target format is k8s://<namespace>/<service>:<port>. If the namespace is omitted, default is used. The resolver runs in-cluster and reads Kubernetes EndpointSlices, so the service account used by the client must be allowed to read EndpointSlices in the target namespace:

rules:
  - apiGroups: ["discovery.k8s.io"]
    resources: ["endpointslices"]
    verbs: ["list", "watch"]

Checkout the test code

• Documents
• Rapid development of microservice systems
• Rapid development of microservice systems - multiple RPCs
• Examples

Join the chat via https://discord.gg/4JQvC5A4Fe

go-zero enlisted in the CNCF Cloud Native Landscape.

If you like this project or are using it to learn or start your own solution, give it a star to get updates on new releases. Your support matters!