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higress/plugins/wasm-go/mcp-servers/README.md
2025-03-24 22:11:45 +08:00

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# MCP Server Implementation Guide
This guide explains how to implement a Model Context Protocol (MCP) server using the Higress WASM Go SDK. MCP servers provide tools and resources that extend the capabilities of AI assistants.
## Overview
An MCP server is a standalone application that communicates with AI assistants through the Model Context Protocol. It can provide:
- **Tools**: Functions that can be called by the AI to perform specific tasks
- **Resources**: Data that can be accessed by the AI
> **Note**: MCP server plugins require Higress version 2.1.0 or higher to be used.
## Project Structure
A typical MCP server project has the following structure:
```
my-mcp-server/
├── go.mod # Go module definition
├── go.sum # Go module checksums
├── main.go # Entry point that registers tools and resources
├── server/
│ └── server.go # Server configuration and parsing
└── tools/
└── my_tool.go # Tool implementation
```
## Server Configuration
The server configuration defines the parameters needed for the server to function. For example:
```go
// server/server.go
package server
import (
"encoding/json"
"errors"
"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
)
// Define your server configuration structure
type MyMCPServer struct {
ApiKey string `json:"apiKey"`
// Add other configuration fields as needed
}
// Validate the configuration
func (s MyMCPServer) ConfigHasError() error {
if s.ApiKey == "" {
return errors.New("missing api key")
}
return nil
}
// Parse configuration from JSON
func ParseFromConfig(configBytes []byte, server *MyMCPServer) error {
return json.Unmarshal(configBytes, server)
}
// Parse configuration from HTTP request
func ParseFromRequest(ctx wrapper.HttpContext, server *MyMCPServer) error {
return ctx.ParseMCPServerConfig(server)
}
```
## Tool Implementation
Each tool should be implemented as a struct with the following methods:
1. `Description()`: Returns a description of the tool
2. `InputSchema()`: Returns the JSON schema for the tool's input parameters
3. `Create()`: Creates a new instance of the tool with the provided parameters
4. `Call()`: Executes the tool's functionality
Example:
```go
// tools/my_tool.go
package tools
import (
"encoding/json"
"fmt"
"net/http"
"my-mcp-server/server"
"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
)
// Define your tool structure with input parameters
type MyTool struct {
Param1 string `json:"param1" jsonschema_description:"Description of param1" jsonschema:"example=example value"`
Param2 int `json:"param2,omitempty" jsonschema_description:"Description of param2" jsonschema:"default=5"`
}
// Description returns the description field for the MCP tool definition.
// This corresponds to the "description" field in the MCP tool JSON response,
// which provides a human-readable explanation of the tool's purpose and usage.
func (t MyTool) Description() string {
return `Detailed description of what this tool does and when to use it.`
}
// InputSchema returns the inputSchema field for the MCP tool definition.
// This corresponds to the "inputSchema" field in the MCP tool JSON response,
// which defines the JSON Schema for the tool's input parameters, including
// property types, descriptions, and required fields.
func (t MyTool) InputSchema() map[string]any {
return wrapper.ToInputSchema(&MyTool{})
}
// Create instantiates a new tool instance based on the input parameters
// from an MCP tool call. It deserializes the JSON parameters into a struct,
// applying default values for optional fields, and returns the configured tool instance.
func (t MyTool) Create(params []byte) wrapper.MCPTool[server.MyMCPServer] {
myTool := &MyTool{
Param2: 5, // Default value
}
json.Unmarshal(params, &myTool)
return myTool
}
// Call implements the core logic for handling an MCP tool call. This method is executed
// when the tool is invoked through the MCP framework. It processes the configured parameters,
// makes any necessary API requests, and formats the results to be returned to the caller.
func (t MyTool) Call(ctx wrapper.HttpContext, config server.MyMCPServer) error {
// Validate configuration
err := server.ParseFromRequest(ctx, &config)
if err != nil {
return err
}
err = config.ConfigHasError()
if err != nil {
return err
}
// Implement your tool's logic here
// ...
// Return results
ctx.SendMCPToolTextResult(fmt.Sprintf("Result: %s, %d", t.Param1, t.Param2))
return nil
}
```
## Main Entry Point
The main.go file is the entry point for your MCP server. It registers your tools and resources:
```go
// main.go
package main
import (
"my-mcp-server/server"
"my-mcp-server/tools"
"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
)
func main() {}
func init() {
wrapper.SetCtx(
"my-mcp-server", // Server name
wrapper.ParseRawConfig(server.ParseFromConfig),
wrapper.AddMCPTool("my_tool", tools.MyTool{}), // Register tools
// Add more tools as needed
)
}
```
## Dependencies
Your MCP server must use a specific version of the wasm-go SDK that supports Go 1.24's WebAssembly compilation features:
```bash
# Add the required dependency with the specific version tag
go get github.com/alibaba/higress/plugins/wasm-go@wasm-go-1.24
```
## Building the WASM Binary
To compile your Go code into a WebAssembly (WASM) file, use the following command:
```bash
GOOS=wasip1 GOARCH=wasm go build -buildmode=c-shared -o main.wasm main.go
```
This command sets the target operating system to `wasip1` (WebAssembly System Interface) and architecture to `wasm` (WebAssembly), then builds your code as a C-shared library and outputs it as `main.wasm`.
## Using the Makefile
A Makefile is provided to simplify the build process. It includes the following targets:
- `make build`: Builds the WASM binary for your MCP server
- `make build-image`: Builds a Docker image containing your MCP server
- `make build-push`: Builds and pushes the Docker image to a registry
- `make clean`: Removes build artifacts
- `make help`: Shows available targets and variables
You can customize the build by setting the following variables:
```bash
# Build with a custom server name
make SERVER_NAME=my-mcp-server build
# Build with a custom registry
make REGISTRY=my-registry.example.com/ build-image
# Build with a specific version tag
make SERVER_VERSION=1.0.0 build-image
```
## Testing
You can create unit tests for your tools to verify their functionality:
```go
// tools/my_tool_test.go
package tools
import (
"encoding/json"
"fmt"
"testing"
)
func TestMyToolInputSchema(t *testing.T) {
myTool := MyTool{}
schema := myTool.InputSchema()
schemaJSON, err := json.MarshalIndent(schema, "", " ")
if err != nil {
t.Fatalf("Failed to marshal schema to JSON: %v", err)
}
fmt.Printf("MyTool InputSchema:\n%s\n", string(schemaJSON))
if len(schema) == 0 {
t.Error("InputSchema returned an empty schema")
}
}
```