diff --git a/BUILDING.md b/BUILDING.md
new file mode 100644
index 0000000..3b25276
--- /dev/null
+++ b/BUILDING.md
@@ -0,0 +1,63 @@
+# Building gitea-mcp on Windows
+
+This project includes PowerShell and batch scripts to build the gitea-mcp application on Windows systems.
+
+## Prerequisites
+
+- Go 1.24 or later
+- Git (for version information)
+- PowerShell 5.1 or later (included with Windows 10/11)
+
+## Build Scripts
+
+### PowerShell Script (`build.ps1`)
+
+The main build script that replicates all Makefile functionality:
+
+```powershell
+# Show help
+.\build.ps1 help
+
+# Build the application
+.\build.ps1 build
+
+# Install the application
+.\build.ps1 install
+
+# Clean build artifacts
+.\build.ps1 clean
+
+# Run in development mode (hot reload)
+.\build.ps1 dev
+
+# Update vendor dependencies
+.\build.ps1 vendor
+```
+
+### Batch File Wrapper (`build.bat`)
+
+A simple wrapper to run the PowerShell script:
+
+```cmd
+# Run with default help target
+build.bat
+
+# Run specific target
+build.bat build
+build.bat install
+```
+
+## Available Targets
+
+- **help** - Print help message
+- **build** - Build the application executable
+- **install** - Build and install to GOPATH/bin
+- **uninstall** - Remove executable from GOPATH/bin
+- **clean** - Remove build artifacts
+- **air** - Install air for hot reload development
+- **dev** - Run with hot reload development
+- **vendor** - Tidy and verify Go module dependencies
+
+## Output
+
+The build process creates `gitea-mcp.exe` in the project directory.
diff --git a/build.bat b/build.bat
new file mode 100644
index 0000000..b17ac33
--- /dev/null
+++ b/build.bat
@@ -0,0 +1,2 @@
+@echo off
+powershell -ExecutionPolicy Bypass -File "%~dp0build.ps1" %*
diff --git a/build.ps1 b/build.ps1
new file mode 100644
index 0000000..da8c595
--- /dev/null
+++ b/build.ps1
@@ -0,0 +1,220 @@
+#!/usr/bin/env pwsh
+
+# PowerShell build script for gitea-mcp
+# Replicates the functionality of the Makefile
+
+param(
+    [string]$Target = "help"
+)
+
+# Configuration
+$EXECUTABLE = "gitea-mcp.exe"
+$VERSION = & git describe --tags --always 2>$null | ForEach-Object { $_ -replace '-', '+' -replace '^v', '' }
+if (-not $VERSION) { $VERSION = "dev" }
+$LDFLAGS = "-X `"main.Version=$VERSION`""
+
+# Colors for output (Windows PowerShell compatible)
+$CYAN = "Cyan"
+$RESET = "White"
+
+function Write-Header {
+    param([string]$Message)
+    Write-Host "=== $Message ===" -ForegroundColor Green
+}
+
+function Write-Info {
+    param([string]$Message)
+    Write-Host $Message -ForegroundColor Yellow
+}
+
+function Write-Success {
+    param([string]$Message)
+    Write-Host $Message -ForegroundColor Green
+}
+
+function Write-Error {
+    param([string]$Message)
+    Write-Host $Message -ForegroundColor Red
+}
+
+function Get-Help {
+    Write-Host "Usage: .\build.ps1 [target]" -ForegroundColor Green
+    Write-Host ""
+    Write-Host "Targets:" -ForegroundColor Green
+    Write-Host ""
+    
+    Write-Host ("{0,-30}" -f "help") -ForegroundColor Cyan -NoNewline
+    Write-Host " Print this help message."
+    Write-Host ("{0,-30}" -f "build") -ForegroundColor Cyan -NoNewline
+    Write-Host " Build the application."
+    Write-Host ("{0,-30}" -f "install") -ForegroundColor Cyan -NoNewline
+    Write-Host " Install the application."
+    Write-Host ("{0,-30}" -f "uninstall") -ForegroundColor Cyan -NoNewline
+    Write-Host " Uninstall the application."
+    Write-Host ("{0,-30}" -f "clean") -ForegroundColor Cyan -NoNewline
+    Write-Host " Clean the build artifacts."
+    Write-Host ("{0,-30}" -f "air") -ForegroundColor Cyan -NoNewline
+    Write-Host " Install air for hot reload."
+    Write-Host ("{0,-30}" -f "dev") -ForegroundColor Cyan -NoNewline
+    Write-Host " Run the application with hot reload."
+    Write-Host ("{0,-30}" -f "vendor") -ForegroundColor Cyan -NoNewline
+    Write-Host " Tidy and verify module dependencies."
+}
+
+function Build-App {
+    Write-Header "Building application"
+    
+    $ldflags = "-s -w $LDFLAGS"
+    Write-Info "go build -v -ldflags '$ldflags' -o $EXECUTABLE"
+    
+    try {
+        & go build -v -ldflags $ldflags -o $EXECUTABLE
+        if ($LASTEXITCODE -eq 0) {
+            Write-Success "Build successful: $EXECUTABLE"
+        } else {
+            Write-Error "Build failed with exit code: $LASTEXITCODE"
+            exit $LASTEXITCODE
+        }
+    } catch {
+        Write-Error "Build failed: $_"
+        exit 1
+    }
+}
+
+function Install-App {
+    Write-Header "Installing application"
+    
+    # First build the application
+    Build-App
+    
+    $GOPATH = $env:GOPATH
+    if (-not $GOPATH) {
+        $GOPATH = Join-Path $env:USERPROFILE "go"
+    }
+    
+    $installDir = Join-Path $GOPATH "bin"
+    $installPath = Join-Path $installDir $EXECUTABLE
+    
+    Write-Info "Installing $EXECUTABLE to $installPath"
+    
+    # Create directory if it doesn't exist
+    if (-not (Test-Path $installDir)) {
+        New-Item -ItemType Directory -Path $installDir -Force | Out-Null
+    }
+    
+    # Copy the executable
+    if (Test-Path $EXECUTABLE) {
+        Copy-Item $EXECUTABLE $installPath -Force
+        Write-Success "Installed $EXECUTABLE to $installPath"
+        Write-Info "Please add $installDir to your PATH if it is not already there."
+    } else {
+        Write-Error "Executable not found. Please build first."
+        exit 1
+    }
+}
+
+function Uninstall-App {
+    Write-Header "Uninstalling application"
+    
+    $GOPATH = $env:GOPATH
+    if (-not $GOPATH) {
+        $GOPATH = Join-Path $env:USERPROFILE "go"
+    }
+    
+    $installPath = Join-Path $GOPATH "bin" $EXECUTABLE
+    
+    Write-Info "Uninstalling $EXECUTABLE from $installPath"
+    
+    if (Test-Path $installPath) {
+        Remove-Item $installPath -Force
+        Write-Success "Uninstalled $EXECUTABLE from $installPath"
+    } else {
+        Write-Warning "$EXECUTABLE not found at $installPath"
+    }
+}
+
+function Clean-Build {
+    Write-Header "Cleaning build artifacts"
+    
+    Write-Info "Cleaning up $EXECUTABLE"
+    
+    if (Test-Path $EXECUTABLE) {
+        Remove-Item $EXECUTABLE -Force
+        Write-Success "Cleaned up $EXECUTABLE"
+    } else {
+        Write-Warning "$EXECUTABLE not found"
+    }
+}
+
+function Install-Air {
+    Write-Header "Installing air for hot reload"
+    
+    # Check if air is already installed
+    $airPath = Get-Command air -ErrorAction SilentlyContinue
+    if ($airPath) {
+        Write-Success "air is already installed"
+        return
+    }
+    
+    Write-Info "Installing github.com/air-verse/air@latest"
+    try {
+        & go install github.com/air-verse/air@latest
+        if ($LASTEXITCODE -eq 0) {
+            Write-Success "air installed successfully"
+        } else {
+            Write-Error "Failed to install air"
+            exit $LASTEXITCODE
+        }
+    } catch {
+        Write-Error "Failed to install air: $_"
+        exit 1
+    }
+}
+
+function Start-Dev {
+    Write-Header "Starting development mode with hot reload"
+    
+    # Install air first
+    Install-Air
+    
+    Write-Info "Starting air with build configuration"
+    & air --build.cmd "go build -o $EXECUTABLE" --build.bin "./$EXECUTABLE"
+}
+
+function Update-Vendor {
+    Write-Header "Tidying and verifying module dependencies"
+    
+    Write-Info "Running go mod tidy"
+    & go mod tidy
+    if ($LASTEXITCODE -ne 0) {
+        Write-Error "go mod tidy failed"
+        exit $LASTEXITCODE
+    }
+    
+    Write-Info "Running go mod verify"
+    & go mod verify
+    if ($LASTEXITCODE -ne 0) {
+        Write-Error "go mod verify failed"
+        exit $LASTEXITCODE
+    }
+    
+    Write-Success "Dependencies updated successfully"
+}
+
+# Main execution logic
+switch ($Target.ToLower()) {
+    "help" { Get-Help }
+    "build" { Build-App }
+    "install" { Install-App }
+    "uninstall" { Uninstall-App }
+    "clean" { Clean-Build }
+    "air" { Install-Air }
+    "dev" { Start-Dev }
+    "vendor" { Update-Vendor }
+    default {
+        Write-Error "Unknown target: $Target"
+        Write-Host ""
+        Get-Help
+        exit 1
+    }
+}
diff --git a/operation/milestone/milestone.go b/operation/milestone/milestone.go
new file mode 100644
index 0000000..ca49ab8
--- /dev/null
+++ b/operation/milestone/milestone.go
@@ -0,0 +1,275 @@
+package milestone
+
+import (
+	"context"
+	"fmt"
+
+	"gitea.com/gitea/gitea-mcp/pkg/gitea"
+	"gitea.com/gitea/gitea-mcp/pkg/log"
+	"gitea.com/gitea/gitea-mcp/pkg/ptr"
+	"gitea.com/gitea/gitea-mcp/pkg/to"
+	"gitea.com/gitea/gitea-mcp/pkg/tool"
+
+	gitea_sdk "code.gitea.io/sdk/gitea"
+	"github.com/mark3labs/mcp-go/mcp"
+	"github.com/mark3labs/mcp-go/server"
+)
+
+var Tool = tool.New()
+
+const (
+	GetMilestoneToolName    = "get_milestone"
+	ListMilestonesToolName  = "list_milestones"
+	CreateMilestoneToolName = "create_milestone"
+	EditMilestoneToolName   = "edit_milestone"
+	DeleteMilestoneToolName = "delete_milestone"
+)
+
+var (
+	GetMilestoneTool = mcp.NewTool(
+		GetMilestoneToolName,
+		mcp.WithDescription("get milestone by id"),
+		mcp.WithString("owner", mcp.Required(), mcp.Description("repository owner")),
+		mcp.WithString("repo", mcp.Required(), mcp.Description("repository name")),
+		mcp.WithNumber("id", mcp.Required(), mcp.Description("milestone id")),
+	)
+
+	ListMilestonesTool = mcp.NewTool(
+		ListMilestonesToolName,
+		mcp.WithDescription("List milestones"),
+		mcp.WithString("owner", mcp.Required(), mcp.Description("repository owner")),
+		mcp.WithString("repo", mcp.Required(), mcp.Description("repository name")),
+		mcp.WithString("state", mcp.Description("milestone state"), mcp.DefaultString("all")),
+		mcp.WithString("name", mcp.Description("milestone name")),
+		mcp.WithNumber("page", mcp.Description("page number"), mcp.DefaultNumber(1)),
+		mcp.WithNumber("pageSize", mcp.Description("page size"), mcp.DefaultNumber(100)),
+	)
+
+	CreateMilestoneTool = mcp.NewTool(
+		CreateMilestoneToolName,
+		mcp.WithDescription("create milestone"),
+		mcp.WithString("owner", mcp.Required(), mcp.Description("repository owner")),
+		mcp.WithString("repo", mcp.Required(), mcp.Description("repository name")),
+		mcp.WithString("title", mcp.Required(), mcp.Description("milestone title")),
+		mcp.WithString("description", mcp.Description("milestone description")),
+		mcp.WithString("due_on", mcp.Description("due date")),
+	)
+
+	EditMilestoneTool = mcp.NewTool(
+		EditMilestoneToolName,
+		mcp.WithDescription("edit milestone"),
+		mcp.WithString("owner", mcp.Required(), mcp.Description("repository owner")),
+		mcp.WithString("repo", mcp.Required(), mcp.Description("repository name")),
+		mcp.WithNumber("id", mcp.Required(), mcp.Description("milestone id")),
+		mcp.WithString("title", mcp.Description("milestone title")),
+		mcp.WithString("description", mcp.Description("milestone description")),
+		mcp.WithString("due_on", mcp.Description("due date")),
+		mcp.WithString("state", mcp.Description("milestone state, one of open, closed")),
+	)
+
+	DeleteMilestoneTool = mcp.NewTool(
+		DeleteMilestoneToolName,
+		mcp.WithDescription("delete milestone"),
+		mcp.WithString("owner", mcp.Required(), mcp.Description("repository owner")),
+		mcp.WithString("repo", mcp.Required(), mcp.Description("repository name")),
+		mcp.WithNumber("id", mcp.Required(), mcp.Description("milestone id")),
+	)
+)
+
+func init() {
+	Tool.RegisterRead(server.ServerTool{
+		Tool:    GetMilestoneTool,
+		Handler: GetMilestoneFn,
+	})
+	Tool.RegisterRead(server.ServerTool{
+		Tool:    ListMilestonesTool,
+		Handler: ListMilestonesFn,
+	})
+	Tool.RegisterWrite(server.ServerTool{
+		Tool:    CreateMilestoneTool,
+		Handler: CreateMilestoneFn,
+	})
+	Tool.RegisterWrite(server.ServerTool{
+		Tool:    EditMilestoneTool,
+		Handler: EditMilestoneFn,
+	})
+	Tool.RegisterWrite(server.ServerTool{
+		Tool:    DeleteMilestoneTool,
+		Handler: DeleteMilestoneFn,
+	})
+}
+
+func GetMilestoneFn(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	log.Debugf("Called GetMilestoneFn")
+	owner, ok := req.GetArguments()["owner"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("owner is required"))
+	}
+	repo, ok := req.GetArguments()["repo"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("repo is required"))
+	}
+	id, ok := req.GetArguments()["id"].(float64)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("id is required"))
+	}
+	client, err := gitea.ClientFromContext(ctx)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get gitea client err: %v", err))
+	}
+	milestone, _, err := client.GetMilestone(owner, repo, int64(id))
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get %v/%v/milestone/%v err: %v", owner, repo, int64(id), err))
+	}
+
+	return to.TextResult(milestone)
+}
+
+func ListMilestonesFn(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	log.Debugf("Called ListMilestonesFn")
+	owner, ok := req.GetArguments()["owner"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("owner is required"))
+	}
+	repo, ok := req.GetArguments()["repo"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("repo is required"))
+	}
+	state, ok := req.GetArguments()["state"].(string)
+	if !ok {
+		state = "all"
+	}
+	name, ok := req.GetArguments()["name"].(string)
+	if !ok {
+		name = ""
+	}
+	page, ok := req.GetArguments()["page"].(float64)
+	if !ok {
+		page = 1
+	}
+	pageSize, ok := req.GetArguments()["pageSize"].(float64)
+	if !ok {
+		pageSize = 100
+	}
+	opt := gitea_sdk.ListMilestoneOption{
+		State: gitea_sdk.StateType(state),
+		Name:  name,
+		ListOptions: gitea_sdk.ListOptions{
+			Page:     int(page),
+			PageSize: int(pageSize),
+		},
+	}
+	client, err := gitea.ClientFromContext(ctx)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get gitea client err: %v", err))
+	}
+	milestones, _, err := client.ListRepoMilestones(owner, repo, opt)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get %v/%v/milestones err: %v", owner, repo, err))
+	}
+	return to.TextResult(milestones)
+}
+
+func CreateMilestoneFn(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	log.Debugf("Called CreateMilestoneFn")
+	owner, ok := req.GetArguments()["owner"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("owner is required"))
+	}
+	repo, ok := req.GetArguments()["repo"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("repo is required"))
+	}
+	title, ok := req.GetArguments()["title"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("title is required"))
+	}
+
+	opt := gitea_sdk.CreateMilestoneOption{
+		Title: title,
+	}
+
+	description, ok := req.GetArguments()["description"].(string)
+	if ok {
+		opt.Description = description
+	}
+
+	client, err := gitea.ClientFromContext(ctx)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get gitea client err: %v", err))
+	}
+	milestone, _, err := client.CreateMilestone(owner, repo, opt)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("create %v/%v/milestone err: %v", owner, repo, err))
+	}
+
+	return to.TextResult(milestone)
+}
+
+func EditMilestoneFn(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	log.Debugf("Called EditMilestoneFn")
+	owner, ok := req.GetArguments()["owner"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("owner is required"))
+	}
+	repo, ok := req.GetArguments()["repo"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("repo is required"))
+	}
+	id, ok := req.GetArguments()["id"].(float64)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("id is required"))
+	}
+
+	opt := gitea_sdk.EditMilestoneOption{}
+
+	title, ok := req.GetArguments()["title"].(string)
+	if ok {
+		opt.Title = title
+	}
+	description, ok := req.GetArguments()["description"].(string)
+	if ok {
+		opt.Description = ptr.To(description)
+	}
+	state, ok := req.GetArguments()["state"].(string)
+	if ok {
+		opt.State = ptr.To(gitea_sdk.StateType(state))
+	}
+
+	client, err := gitea.ClientFromContext(ctx)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get gitea client err: %v", err))
+	}
+	milestone, _, err := client.EditMilestone(owner, repo, int64(id), opt)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("edit %v/%v/milestone/%v err: %v", owner, repo, int64(id), err))
+	}
+
+	return to.TextResult(milestone)
+}
+
+func DeleteMilestoneFn(ctx context.Context, req mcp.CallToolRequest) (*mcp.CallToolResult, error) {
+	log.Debugf("Called DeleteMilestoneFn")
+	owner, ok := req.GetArguments()["owner"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("owner is required"))
+	}
+	repo, ok := req.GetArguments()["repo"].(string)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("repo is required"))
+	}
+	id, ok := req.GetArguments()["id"].(float64)
+	if !ok {
+		return to.ErrorResult(fmt.Errorf("id is required"))
+	}
+	client, err := gitea.ClientFromContext(ctx)
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("get gitea client err: %v", err))
+	}
+	_, err = client.DeleteMilestone(owner, repo, int64(id))
+	if err != nil {
+		return to.ErrorResult(fmt.Errorf("delete %v/%v/milestone/%v err: %v", owner, repo, int64(id), err))
+	}
+
+	return to.TextResult("Milestone deleted successfully")
+}
diff --git a/operation/operation.go b/operation/operation.go
index 3e7715d..d127b90 100644
--- a/operation/operation.go
+++ b/operation/operation.go
@@ -12,6 +12,7 @@ import (
 
 	"gitea.com/gitea/gitea-mcp/operation/issue"
 	"gitea.com/gitea/gitea-mcp/operation/label"
+	"gitea.com/gitea/gitea-mcp/operation/milestone"
 	"gitea.com/gitea/gitea-mcp/operation/pull"
 	"gitea.com/gitea/gitea-mcp/operation/repo"
 	"gitea.com/gitea/gitea-mcp/operation/search"
@@ -40,6 +41,9 @@ func RegisterTool(s *server.MCPServer) {
 	// Label Tool
 	s.AddTools(label.Tool.Tools()...)
 
+	// Milestone Tool
+	s.AddTools(milestone.Tool.Tools()...)
+
 	// Pull Tool
 	s.AddTools(pull.Tool.Tools()...)