Files
k8sgpt/pkg/server/client_example/main.go
Umesh Kaul c47ae595fb fix: migrated to more actively maintained mcp golang lib and added AI explain (#1557)
* migrated to more actively maintained mcp golang lib and added AI explain support for mcp mode

Signed-off-by: Umesh Kaul <umeshkaul@gmail.com>

* added a makefile option to create local docker image for testing

Signed-off-by: Umesh Kaul <umeshkaul@gmail.com>

* fixed linter errors and made anonymize as an arg

Signed-off-by: Umesh Kaul <umeshkaul@gmail.com>

---------

Signed-off-by: Umesh Kaul <umeshkaul@gmail.com>
Co-authored-by: Alex Jones <alexsimonjones@gmail.com>
2025-08-10 12:52:17 +01:00

191 lines
5.4 KiB
Go

/*
Copyright 2024 The K8sGPT Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package main
import (
"bytes"
"encoding/json"
"flag"
"fmt"
"io"
"log"
"net/http"
"time"
)
// AnalyzeRequest represents the input parameters for the analyze tool
type AnalyzeRequest struct {
Namespace string `json:"namespace,omitempty"`
Backend string `json:"backend,omitempty"`
Language string `json:"language,omitempty"`
Filters []string `json:"filters,omitempty"`
LabelSelector string `json:"labelSelector,omitempty"`
NoCache bool `json:"noCache,omitempty"`
Explain bool `json:"explain,omitempty"`
MaxConcurrency int `json:"maxConcurrency,omitempty"`
WithDoc bool `json:"withDoc,omitempty"`
InteractiveMode bool `json:"interactiveMode,omitempty"`
CustomHeaders []string `json:"customHeaders,omitempty"`
WithStats bool `json:"withStats,omitempty"`
}
// JSONRPCResponse represents the JSON-RPC response format
type JSONRPCResponse struct {
JSONRPC string `json:"jsonrpc"`
ID int `json:"id"`
Result struct {
Content []struct {
Text string `json:"text"`
Type string `json:"type"`
} `json:"content"`
} `json:"result,omitempty"`
Error *struct {
Code int `json:"code"`
Message string `json:"message"`
} `json:"error,omitempty"`
}
func main() {
// Parse command line flags
serverPort := flag.String("port", "8089", "Port of the MCP server")
namespace := flag.String("namespace", "", "Kubernetes namespace to analyze")
backend := flag.String("backend", "", "AI backend to use")
language := flag.String("language", "english", "Language for analysis")
flag.Parse()
// Create analyze request
req := AnalyzeRequest{
Namespace: *namespace,
Backend: *backend,
Language: *language,
Explain: true,
MaxConcurrency: 10,
}
// Note: req is now used directly in the JSON-RPC request
// Create HTTP client with timeout
client := &http.Client{
Timeout: 5 * time.Minute,
}
// First, initialize the session
initRequest := map[string]interface{}{
"jsonrpc": "2.0",
"id": 1,
"method": "initialize",
"params": map[string]interface{}{
"protocolVersion": "2025-03-26",
"capabilities": map[string]interface{}{
"tools": map[string]interface{}{},
"resources": map[string]interface{}{},
"prompts": map[string]interface{}{},
},
"clientInfo": map[string]interface{}{
"name": "k8sgpt-client",
"version": "1.0.0",
},
},
}
initData, err := json.Marshal(initRequest)
if err != nil {
log.Fatalf("Failed to marshal init request: %v", err)
}
// Send initialization request
initResp, err := client.Post(
fmt.Sprintf("http://localhost:%s/mcp", *serverPort),
"application/json",
bytes.NewBuffer(initData),
)
if err != nil {
log.Fatalf("Failed to send init request: %v", err)
}
defer func() {
if err := initResp.Body.Close(); err != nil {
log.Printf("Error closing init response body: %v", err)
}
}()
// Extract session ID from response headers
sessionID := initResp.Header.Get("Mcp-Session-Id")
if sessionID == "" {
log.Println("Warning: No session ID received from server")
}
// Create JSON-RPC request for analyze
jsonRPCRequest := map[string]interface{}{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": map[string]interface{}{
"name": "analyze",
"arguments": req,
},
}
// Convert to JSON
jsonRPCData, err := json.Marshal(jsonRPCRequest)
if err != nil {
log.Fatalf("Failed to marshal JSON-RPC request: %v", err)
}
// Create request with session ID if available
httpReq, err := http.NewRequest("POST", fmt.Sprintf("http://localhost:%s/mcp", *serverPort), bytes.NewBuffer(jsonRPCData))
if err != nil {
log.Fatalf("Failed to create request: %v", err)
}
httpReq.Header.Set("Content-Type", "application/json")
httpReq.Header.Set("Accept", "application/json,text/event-stream")
if sessionID != "" {
httpReq.Header.Set("Mcp-Session-Id", sessionID)
}
// Send request to MCP server
resp, err := client.Do(httpReq)
if err != nil {
log.Fatalf("Failed to send request: %v", err)
}
defer func() {
if err := resp.Body.Close(); err != nil {
log.Printf("Error closing response body: %v", err)
}
}()
// Read and print raw response for debugging
body, err := io.ReadAll(resp.Body)
if err != nil {
log.Fatalf("Failed to read response body: %v", err)
}
fmt.Printf("Raw response: %s\n", string(body))
// Parse response
var jsonRPCResp JSONRPCResponse
if err := json.Unmarshal(body, &jsonRPCResp); err != nil {
log.Fatalf("Failed to decode response: %v", err)
}
// Print results
fmt.Println("Analysis Results:")
if jsonRPCResp.Error != nil {
fmt.Printf("Error: %s (code: %d)\n", jsonRPCResp.Error.Message, jsonRPCResp.Error.Code)
} else if len(jsonRPCResp.Result.Content) > 0 {
fmt.Println(jsonRPCResp.Result.Content[0].Text)
} else {
fmt.Println("No results returned")
}
}