diff --git a/eng/pipelines/swagger-apiview.yml b/eng/pipelines/swagger-apiview.yml
new file mode 100644
index 000000000000..4e8882dce5f5
--- /dev/null
+++ b/eng/pipelines/swagger-apiview.yml
@@ -0,0 +1,66 @@
+parameters:
+  - name: SwaggerApiParserVersion
+    type: string
+    default: '1.3.0-dev.20241029.2'
+  - name: APIViewArtifactsDirectoryName
+    type: string
+    default: 'SwaggerAPIViewArtifacts'
+  - name: APIViewArtifactsName
+    type: string
+    default: 'swaggerAPIViewArtifacts'
+  - name: APIViewAPIUri
+    type: string
+    default: 'https://apiview.dev/PullRequest/DetectAPIChanges'
+
+pr:
+   branches:
+     include:
+       - main
+
+jobs:
+- job:
+  pool:
+    name: azsdk-pool-mms-ubuntu-2204-general
+    vmImage: ubuntu-22.04
+
+  steps:
+  - checkout: self
+    fetchDepth: 0
+  
+  - pwsh: |
+      dotnet tool install Azure.Sdk.Tools.SwaggerApiParser `
+        --version ${{ parameters.SwaggerApiParserVersion }}  `
+        --add-source https://pkgs.dev.azure.com/azure-sdk/public/_packaging/azure-sdk-for-net/nuget/v3/index.json `
+        --global
+    displayName: Install APIView Swagger Parser
+
+  - pwsh: |
+      . $(Build.SourcesDirectory)/eng/scripts/Create-APIView.ps1
+      New-SwaggerAPIViewTokens `
+        -TempDirectory "$(Agent.TempDirectory)" `
+        -ArtiFactsStagingDirectory "$(Build.ArtifactStagingDirectory)" `
+        -APIViewArtifactsDirectoryName ${{ parameters.APIViewArtifactsDirectoryName }} 
+    displayName: Generate Swagger APIView Tokens
+
+  - task: PublishPipelineArtifact@1
+    inputs:
+      targetPath: '$(Build.ArtifactStagingDirectory)/${{ parameters.APIViewArtifactsDirectoryName }}'
+      artifactName: '${{ parameters.APIViewArtifactsName }}'
+      publishLocation: 'pipeline'
+    displayName: 'Publish Swagger APIView Artifacts'
+    condition: and(succeeded(), ne(variables['Agent.JobStatus'], 'SucceededWithIssues'))
+
+  - pwsh: |
+      . $(Build.SourcesDirectory)/eng/scripts/Create-APIView.ps1
+      New-RestSpecsAPIViewReviews `
+        -ArtiFactsStagingDirectory $(Build.ArtifactStagingDirectory) `
+        -APIViewArtifactsDirectoryName ${{ parameters.APIViewArtifactsDirectoryName }} `
+        -APIViewArtifactsName ${{ parameters.APIViewArtifactsName }} `
+        -APIViewUri ${{ parameters.APIViewAPIUri }} `
+        -BuildId $(Build.BuildId) `
+        -RepoName $(Build.Repository.Name) `
+        -PullRequestNumber $(System.PullRequest.PullRequestNumber)`
+        -Language 'Swagger' `
+        -CommitSha $(Build.SourceVersion)
+    displayName: Create Swagger APIView
+    condition: and(succeeded(), ne(variables['Agent.JobStatus'], 'SucceededWithIssues'))
\ No newline at end of file
diff --git a/eng/scripts/Create-APIView.ps1 b/eng/scripts/Create-APIView.ps1
new file mode 100644
index 000000000000..7f96ba946033
--- /dev/null
+++ b/eng/scripts/Create-APIView.ps1
@@ -0,0 +1,325 @@
+
+. $PSScriptRoot/ChangedFiles-Functions.ps1
+. $PSScriptRoot/../common/scripts/logging.ps1
+
+<#
+.DESCRIPTION
+  Get the readme.md file associated with a swagger file.
+
+.PARAMETER SwaggerFile
+  Path to a swagger files inside the 'specification' directory.
+
+.OUTPUTS
+  the readme.md file associated with the swagger file or null if not found.
+#>
+function Get-SwaggerReadMeFile {
+    param (
+        [Parameter(Mandatory = $true)]
+        [string]$SwaggerFile
+    )
+    
+    $currentPath = Resolve-Path $SwaggerFile
+    
+    while ($currentPath -ne [System.IO.Path]::GetPathRoot($currentPath)) {
+        $currentPath = [System.IO.Path]::GetDirectoryName($currentPath)
+        $readmeFile = Get-ChildItem -Path $currentPath -Filter "readme.md" -File -ErrorAction SilentlyContinue
+        if ($readmeFile -and $readmeFile.Name -eq "readme.md") {
+            return $readmeFile.FullName
+        }
+    }
+
+    return $null
+}
+
+<#
+.DESCRIPTION
+  Use the directory structure convention to get the resource provider name.
+
+.PARAMETER ReadMeFilePath
+  ReadMe File Path for a resource provider.
+
+.OUTPUTS
+  The resource provider name.
+#>
+function Get-ResourceProviderFromReadMePath {
+    param (
+        [Parameter(Mandatory = $true)]
+        [string]$ReadMeFilePath
+    )
+
+    $directoryPath = [System.IO.Path]::GetDirectoryName($ReadMeFilePath)
+    $resourceProviderDirectory = Get-ChildItem -Path $directoryPath -Directory | Select-Object -First 1
+    return $resourceProviderDirectory.Name
+}
+
+<#
+.DESCRIPTION
+  Invoke the swagger parset to generate APIView tokens.
+
+.PARAMETER Type
+  New or Baseline swagger APIView tokens.
+
+.PARAMETER ReadMeFilePath
+  The Swagger ReadMeFilePath.
+
+.PARAMETER ResourceProvider
+  The ResourceProvider Name.
+
+.PARAMETER Tag
+  The Tag to use for generating the APIView Tokens.
+
+.PARAMETER TokenDirectory
+  The directory to store the generated APIView Tokens.
+
+.OUTPUTS
+  The resource provider name.
+#>
+function Invoke-SwaggerAPIViewParser {
+    param (
+        [ValidateSet("New", "Baseline")]
+        [Parameter(Mandatory = $true)]
+        [string]$Type,
+        [Parameter(Mandatory = $true)]
+        [string]$ReadMeFilePath,
+        [Parameter(Mandatory = $true)]
+        [string]$ResourceProvider,
+        [Parameter(Mandatory = $true)]
+        [string]$TokenDirectory,
+        [string]$Tag
+    )
+    $tempWorkingDirectoryName = [guid]::NewGuid().ToString()
+    $tempWorkingDirectoryPath = [System.IO.Path]::Combine($TempDirectory, $tempWorkingDirectoryName)
+    New-Item -ItemType Directory -Path $tempWorkingDirectoryPath > $null
+
+    Push-Location -Path $tempWorkingDirectoryPath
+
+    try {
+      # Generate Swagger APIView tokens
+      $command = "swaggerAPIParser"
+      $arguments = @("--readme", "$readMeFile", "--package-name", "$resourceProvider", "--use-tag-for-output")
+
+      if ($Tag) {
+        $arguments += "--tag"
+        $arguments += "$Tag"
+      }
+
+      LogInfo " $command $arguments"
+      LogGroupStart " Generating '$Type' APIView Tokens using '$readMeFile' for '$resourceProvider'..."
+
+      & $command @arguments 2>&1 | ForEach-Object { Write-Host $_ }
+
+      LogGroupEnd
+
+      $generatedAPIViewTokenFile = Get-ChildItem -File | Select-Object -First 1
+      $readMeTag = $generatedAPIViewTokenFile.BaseName
+
+      LogSuccess " Generated '$Type' APIView Token File using file, '$readMeFile' and tag '$readMeTag'"
+
+      $apiViewTokensFilePath = [System.IO.Path]::Combine($TokenDirectory, "$resourceProvider.$Type.json")
+      LogInfo " Moving generated APIView Token file to '$apiViewTokensFilePath'"
+      Move-Item -Path $generatedAPIViewTokenFile.FullName -Destination $apiViewTokensFilePath -Force > $null
+
+      return $readMeTag
+    } catch {
+      LogError " Failed to generate '$Type' APIView Tokens using '$readMeFile' for '$resourceProvider'"
+      throw
+    } finally {
+      Pop-Location
+      if (Test-Path -Path $tempWorkingDirectoryPath) {
+        Remove-Item -Path $tempWorkingDirectoryPath -Recurse -Force > $null
+      }
+    }
+}
+
+<#
+.DESCRIPTION
+  Generate New and Baseline APIView tokens for the changed swagger files in the PR.
+  Detects the swagger files changed in the PR and generates APIView tokens for the swagger files.
+  New APIView tokens are generated using the default tag on the base branch.
+  Baseline APIView tokens are generated using the same tag on the target branch.
+  Script asumes that the merge commit is checked out. Such that Source commit = HEAD^ and Target commit = HEAD.
+
+.PARAMETER TempDirectory
+  Temporary directory for files being processed. Use $(Agent.TempDirectory) on DevOps
+
+.PARAMETER ArtiFactsStagingDirectory
+  The directory where the APIView tokens will be stored. Use $(Build.ArtifactStagingDirectory) on DevOps
+
+.PARAMETER APIViewArtifactsDirectoryName
+  Name for the subdirectory where the APIView tokens will be stored.
+#>
+function New-SwaggerAPIViewTokens {
+  param (
+    [Parameter(Mandatory = $true)]
+    [string]$TempDirectory,
+    [Parameter(Mandatory = $true)]
+    [string]$ArtiFactsStagingDirectory,
+    [Parameter(Mandatory = $true)]
+    [string]$APIViewArtifactsDirectoryName
+  )
+
+  $SourceCommitId = $(git rev-parse HEAD^)
+  $TargetCommitId = $(git rev-parse HEAD)
+
+  # Get Changed Swagger Files
+  LogInfo " Getting changed swagger files in PR, between $SourceCommitId and $TargetCommitId"
+  $changedFiles = Get-ChangedFiles -baseCommitish $SourceCommitId -targetCommitish $TargetCommitId
+  $changedSwaggerFiles = Get-ChangedSwaggerFiles -changedFiles $changedFiles
+
+  if ($changedSwaggerFiles.Count -eq 0) {
+    LogWarning " There are no changes to swagger files in the current PR..."
+    Write-Host "##vso[task.complete result=SucceededWithIssues;]DONE"
+    exit 0
+  }
+
+  LogGroupStart " Pullrequest has changes in these swagger files..."
+  $changedSwaggerFiles | ForEach-Object {
+    LogInfo " - $_"
+  }
+  LogGroupEnd
+
+  # Get Related Swagger ReadMe Files
+  $swaggerReadMeFiles = [System.Collections.Generic.HashSet[string]]::new()
+  $changedSwaggerFiles | ForEach-Object {
+    $readmeFile = Get-SwaggerReadMeFile -swaggerFile $_
+    if ($readmeFile) {
+        $swaggerReadMeFiles.Add($readmeFile) | Out-Null
+    }
+  }
+
+  LogGroupStart " Swagger APIView Tokens will be generated for the following configuration files..."
+  $readmeFile | ForEach-Object {
+    LogInfo " - $_"
+  }
+  LogGroupEnd
+
+  $currentBranch = git rev-parse --abbrev-ref HEAD
+
+  $swaggerAPIViewArtifactsDirectory = [System.IO.Path]::Combine($ArtiFactsStagingDirectory, $APIViewArtifactsDirectoryName)
+
+  # Generate Swagger APIView Tokens
+  foreach ($readMeFile in $swaggerReadMeFiles) {
+      $resourceProvider = Get-ResourceProviderFromReadMePath -ReadMeFilePath $readMeFile
+      $tokenDirectory = [System.IO.Path]::Combine($swaggerAPIViewArtifactsDirectory, $resourceProvider)
+      New-Item -ItemType Directory -Path $tokenDirectory | Out-Null
+
+      # Generate New APIView Token using default tag on base branch
+      git checkout $SourceCommitId
+      $defaultTag = Invoke-SwaggerAPIViewParser -Type "New" -ReadMeFilePath $readMeFile -ResourceProvider $resourceProvider -TokenDirectory $tokenDirectory
+
+      # Generate BaseLine APIView Token using same tag on target branch
+      git checkout $TargetCommitId
+      Invoke-SwaggerAPIViewParser -Type "Baseline" -ReadMeFilePath $readMeFile -ResourceProvider $resourceProvider -TokenDirectory $tokenDirectory -Tag $defaultTag | Out-Null
+  }
+
+  git checkout $currentBranch
+
+  LogGroupStart " See all generated Swagger APIView Artifacts..."
+  Get-ChildItem -Path $swaggerAPIViewArtifactsDirectory -Recurse
+  LogGroupEnd
+}
+
+<#
+.DESCRIPTION
+  Create APIView for the published packages. Send DevOps artifacts information to APIView to create APIView for the published packages.
+
+.PARAMETER ArtiFactsStagingDirectory
+  The DevOps artifacts staging directory. Use $(Build.ArtifactStagingDirectory) on DevOps
+.PARAMETER APIViewArtifactsDirectoryName
+ Temporary Directory for processing the APIView artifacts
+.PARAMETER APIViewArtifactsName
+  The name of the APIView artifact
+.PARAMETER APIViewUri
+ The EndPoint for creating APIView https://apiviewstagingtest.com/PullRequest/DetectAPIChanges
+.PARAMETER BuildId
+TGhe BuildId of the Run
+.PARAMETER RepoName
+  Repo name eg Azure/azure-rest-api-specs
+.PARAMETER PullRequestNumber
+  The PR number
+.PARAMETER Language
+  The language of the resource provider `Swagger`
+.PARAMETER CommitSha
+  The commit sha of the current branch. Uusally the merge commit of the PR.
+#>
+function New-RestSpecsAPIViewReviews {
+  param (
+    [Parameter(Mandatory = $true)]
+    [string]$ArtiFactsStagingDirectory,
+    [Parameter(Mandatory = $true)]
+    [string]$APIViewArtifactsDirectoryName,
+    [Parameter(Mandatory = $true)]
+    [string]$APIViewArtifactsName,
+    [Parameter(Mandatory = $true)]
+    [string]$APIViewUri,
+    [Parameter(Mandatory = $true)]
+    [string]$BuildId,
+    [Parameter(Mandatory = $true)]
+    [string]$RepoName,
+    [Parameter(Mandatory = $true)]
+    [string]$PullRequestNumber,
+    [Parameter(Mandatory = $true)]
+    [string]$Language,
+    [Parameter(Mandatory = $true)]
+    [string]$CommitSha
+  )
+
+  $apiViewArtifactsDirectory = [System.IO.Path]::Combine($ArtiFactsStagingDirectory, $APIViewArtifactsDirectoryName)
+  $publishedPackages = Get-ChildItem -Path $apiViewArtifactsDirectory -Directory -ErrorAction SilentlyContinue
+
+  Write-Host "Published packages: $publishedPackages"
+
+  $createAPIViewFailed = $false
+
+  $publishedPackages | ForEach-Object {
+    $apiViewArtifacts = Get-ChildItem -Path $_.FullName -File -Filter "*.json" -ErrorAction SilentlyContinue
+    $query = [System.Web.HttpUtility]::ParseQueryString('')
+
+    $apiViewArtifacts | ForEach-Object {
+      if ($_.BaseName.EndsWith("New")) {
+        $query.Add("codeFile", $_.Name)
+      }
+      elseif ($_.BaseName.EndsWith("Baseline")) {
+        $query.Add("baselineCodeFile", $_.Name)
+      }
+    }
+
+    if (-not $query['codeFile']) {
+      LogWarning "'New' APIView token file not found for resource provider '$($_.BaseName)'. Skipping APIView creation."
+      return
+    }
+
+    if (-not $query['baselineCodeFile']) {
+      LogWarning "'Baseline' APIView token file not found for resource provider '$($_.BaseName)'. Created APIView without baseline."
+    }
+  
+    $query.Add('artifactName', $APIViewArtifactsName)
+    $query.Add('buildId', $BuildId)
+    $query.Add('commitSha', $CommitSha)
+    $query.Add('repoName', $RepoName)
+    $query.Add('pullRequestNumber', $PullRequestNumber)
+    $query.Add('packageName', $_.BaseName)
+    $query.Add('language', $Language)
+    $query.Add('commentOnPR', $true)
+
+    $uri = [System.UriBuilder]$APIViewUri
+    $uri.Query = $query.ToString()
+
+    LogInfo "Create APIView for resource provider '$($_.BaseName)'"
+    LogInfo "APIView Uri: $($uri.Uri)"
+
+    try {
+      Invoke-WebRequest -Method 'GET' -Uri $uri.Uri -MaximumRetryCount 3
+    }
+    catch {
+      LogError "Failed to create APIView for resource provider '$($_.BaseName)'. Error: $($_.Exception.Response)"
+      $createAPIViewFailed = $true
+    }
+  }
+
+  if ($createAPIViewFailed) {
+    LogError "Failed to create APIView for some resource providers. Check the logs for more details."
+    Write-Host "##vso[task.complete result=SucceededWithIssues;]DONE"
+    exit 1
+  }
+}
\ No newline at end of file