package agent

import (
	"context"
	"encoding/json"
	"errors"

	mcp "github.com/metoro-io/mcp-golang"
	"github.com/metoro-io/mcp-golang/transport/http"
	"github.com/mudler/LocalAgent/core/action"
	"github.com/mudler/LocalAgent/pkg/xlog"
	"github.com/sashabaranov/go-openai/jsonschema"
)

var _ Action = &mcpAction{}

type MCPServer struct {
	URL   string `json:"url"`
	Token string `json:"token"`
}

type mcpAction struct {
	mcpClient       *mcp.Client
	inputSchema     ToolInputSchema
	toolName        string
	toolDescription string
}

func (m *mcpAction) Run(ctx context.Context, params action.ActionParams) (action.ActionResult, error) {
	resp, err := m.mcpClient.CallTool(ctx, m.toolName, params)
	if err != nil {
		xlog.Error("Failed to call tool", "error", err.Error())
		return action.ActionResult{}, err
	}

	xlog.Debug("MCP response", "response", resp)

	textResult := ""
	for _, c := range resp.Content {
		switch c.Type {
		case mcp.ContentTypeText:
			textResult += c.TextContent.Text + "\n"
		case mcp.ContentTypeImage:
			xlog.Error("Image content not supported yet")
		case mcp.ContentTypeEmbeddedResource:
			xlog.Error("Embedded resource content not supported yet")
		}
	}

	return action.ActionResult{
		Result: textResult,
	}, nil
}

func (m *mcpAction) Definition() action.ActionDefinition {
	props := map[string]jsonschema.Definition{}
	dat, err := json.Marshal(m.inputSchema.Properties)
	if err != nil {
		xlog.Error("Failed to marshal input schema", "error", err.Error())
	}
	json.Unmarshal(dat, &props)

	return action.ActionDefinition{
		Name:        action.ActionDefinitionName(m.toolName),
		Description: m.toolDescription,
		Required:    m.inputSchema.Required,
		//Properties:  ,
		Properties: props,
	}
}

type ToolInputSchema struct {
	Type       string                 `json:"type"`
	Properties map[string]interface{} `json:"properties,omitempty"`
	Required   []string               `json:"required,omitempty"`
}

func (a *Agent) initMCPActions() error {

	a.mcpActions = nil
	var err error

	generatedActions := Actions{}

	for _, mcpServer := range a.options.mcpServers {
		transport := http.NewHTTPClientTransport("/mcp")
		transport.WithBaseURL(mcpServer.URL)
		if mcpServer.Token != "" {
			transport.WithHeader("Authorization", "Bearer "+mcpServer.Token)
		}

		// Create a new client
		client := mcp.NewClient(transport)

		xlog.Debug("Initializing client", "server", mcpServer.URL)
		// Initialize the client
		response, e := client.Initialize(a.context)
		if e != nil {
			xlog.Error("Failed to initialize client", "error", e.Error(), "server", mcpServer)
			if err == nil {
				err = e
			} else {
				err = errors.Join(err, e)
			}
			continue
		}

		xlog.Debug("Client initialized: %v", response.Instructions)

		var cursor *string
		for {
			tools, err := client.ListTools(a.context, cursor)
			if err != nil {
				xlog.Error("Failed to list tools", "error", err.Error())
				return err
			}

			for _, t := range tools.Tools {
				desc := ""
				if t.Description != nil {
					desc = *t.Description
				}

				xlog.Debug("Tool", "mcpServer", mcpServer, "name", t.Name, "description", desc)

				dat, err := json.Marshal(t.InputSchema)
				if err != nil {
					xlog.Error("Failed to marshal input schema", "error", err.Error())
				}

				xlog.Debug("Input schema", "mcpServer", mcpServer, "tool", t.Name, "schema", string(dat))

				// XXX: This is a wild guess, to verify (data types might be incompatible)
				var inputSchema ToolInputSchema
				err = json.Unmarshal(dat, &inputSchema)
				if err != nil {
					xlog.Error("Failed to unmarshal input schema", "error", err.Error())
				}

				// Create a new action with Client + tool
				generatedActions = append(generatedActions, &mcpAction{
					mcpClient:       client,
					toolName:        t.Name,
					inputSchema:     inputSchema,
					toolDescription: desc,
				})
			}

			if tools.NextCursor == nil {
				break // No more pages
			}
			cursor = tools.NextCursor
		}

	}

	a.mcpActions = generatedActions

	return err
}