diff --git a/Android/src/app/eval/AndroidManifest.xml b/Android/src/app/eval/AndroidManifest.xml
new file mode 100644
index 000000000..c8a08d994
--- /dev/null
+++ b/Android/src/app/eval/AndroidManifest.xml
@@ -0,0 +1,28 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!--
+  Copyright 2024 The Android Open Source Project
+
+  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.
+-->
+<manifest xmlns:android="http://schemas.android.com/apk/res/android"
+    package="com.google.ai.edge.gallery.eval">
+
+    <uses-sdk android:minSdkVersion="26" android:targetSdkVersion="34" />
+
+    <uses-permission android:name="android.permission.INTERNET" />
+
+    <application
+        android:label="Gallery Eval App"
+        android:allowBackup="false">
+    </application>
+</manifest>
diff --git a/Android/src/app/eval/java/com/google/ai/edge/gallery/eval/MiniHttpServer.kt b/Android/src/app/eval/java/com/google/ai/edge/gallery/eval/MiniHttpServer.kt
new file mode 100644
index 000000000..5dbcfa5b7
--- /dev/null
+++ b/Android/src/app/eval/java/com/google/ai/edge/gallery/eval/MiniHttpServer.kt
@@ -0,0 +1,153 @@
+/*
+ * Copyright 2024 The Android Open Source Project
+ *
+ * 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 com.google.ai.edge.gallery.eval
+
+import android.util.Log
+import java.io.BufferedInputStream
+import java.io.OutputStream
+import java.net.ServerSocket
+import java.net.Socket
+import kotlinx.coroutines.CoroutineScope
+import kotlinx.coroutines.Dispatchers
+import kotlinx.coroutines.cancel
+import kotlinx.coroutines.launch
+
+class MiniHttpServer(val port: Int, val handler: (Request) -> Response) {
+  private var serverSocket: ServerSocket? = null
+  private val scope = CoroutineScope(Dispatchers.IO)
+  @Volatile private var running = false
+
+  fun start() {
+    running = true
+    serverSocket = ServerSocket(port)
+    scope.launch {
+      while (running) {
+        try {
+          val socket = serverSocket?.accept() ?: break
+          scope.launch { handleConnection(socket) }
+        } catch (e: Exception) {
+          if (running) Log.e(TAG, "Error accepting connection", e)
+        }
+      }
+    }
+  }
+
+  fun stop() {
+    running = false
+    serverSocket?.close()
+    serverSocket = null
+    scope.cancel()
+  }
+
+  private fun handleConnection(socket: Socket) {
+    try {
+      val input = BufferedInputStream(socket.inputStream)
+      val output = socket.outputStream
+
+      val headerBuilder = StringBuilder()
+      var currentByte = input.read()
+
+      // Read headers until \r\n\r\n
+      while (currentByte != -1) {
+        headerBuilder.append(currentByte.toChar())
+        if (headerBuilder.endsWith("\r\n\r\n")) break
+        currentByte = input.read()
+      }
+
+      val headerString = headerBuilder.toString()
+      val headerLines = headerString.lines()
+      if (headerLines.isEmpty()) return
+
+      val requestLineParts = headerLines[0].split(" ")
+      if (requestLineParts.size < 3) return
+      val method = requestLineParts[0]
+      val path = requestLineParts[1]
+
+      // Parse headers
+      val headers = mutableMapOf<String, String>()
+      var contentLength = 0
+      for (i in 1 until headerLines.size) {
+        val line = headerLines[i]
+        if (line.isEmpty()) continue
+        val parts = line.split(":", limit = 2)
+        if (parts.size == 2) {
+          val key = parts[0].trim().lowercase()
+          val value = parts[1].trim()
+          headers[key] = value
+          if (key == "content-length") {
+            contentLength = value.toIntOrNull() ?: 0
+          }
+        }
+      }
+
+      // Safely read exact number of BYTES for the body
+      val body =
+        if (contentLength > 0) {
+          val bodyBytes = ByteArray(contentLength)
+          var bytesRead = 0
+          while (bytesRead < contentLength) {
+            val read = input.read(bodyBytes, bytesRead, contentLength - bytesRead)
+            if (read == -1) break
+            bytesRead += read
+          }
+          String(bodyBytes, Charsets.UTF_8) // Decode to string safely here!
+        } else ""
+
+      val request = Request(method, path, headers, body)
+      val response = handler(request)
+      writeResponse(output, response)
+    } catch (e: Exception) {
+      Log.e(TAG, "Error handling connection", e)
+    } finally {
+      socket.close()
+    }
+  }
+
+  private fun writeResponse(output: OutputStream, response: Response) {
+    // Use the byte size of the encoded UTF-8 body to compute Content-Length.
+    // Using string character length (response.body.length) would cause response
+    // truncation on the client side for responses containing multi-byte characters.
+    val bodyBytes = response.body.toByteArray()
+    val statusLine = "HTTP/1.1 ${response.status.code} ${response.status.message}\r\n"
+    output.write(statusLine.toByteArray())
+    output.write("Content-Type: ${response.contentType}\r\n".toByteArray())
+    output.write("Content-Length: ${bodyBytes.size}\r\n".toByteArray())
+    output.write("Connection: close\r\n".toByteArray())
+    output.write("\r\n".toByteArray())
+    output.write(bodyBytes)
+    output.flush()
+  }
+
+  data class Request(
+    val method: String,
+    val path: String,
+    val headers: Map<String, String>,
+    val body: String,
+  )
+
+  data class Response(val status: Status, val contentType: String, val body: String)
+
+  enum class Status(val code: Int, val message: String) {
+    OK(200, "OK"),
+    BAD_REQUEST(400, "Bad Request"),
+    NOT_FOUND(404, "Not Found"),
+    INTERNAL_ERROR(500, "Internal Server Error"),
+  }
+
+  companion object {
+    private const val TAG = "MiniHttpServer"
+  }
+}
diff --git a/Android/src/app/eval/javatests/com/google/ai/edge/gallery/eval/EvalAppTestSuite.kt b/Android/src/app/eval/javatests/com/google/ai/edge/gallery/eval/EvalAppTestSuite.kt
new file mode 100644
index 000000000..4c7fe9b70
--- /dev/null
+++ b/Android/src/app/eval/javatests/com/google/ai/edge/gallery/eval/EvalAppTestSuite.kt
@@ -0,0 +1,22 @@
+/*
+ * Copyright 2024 The Android Open Source Project
+ *
+ * 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 com.google.ai.edge.gallery.eval
+
+import org.junit.runner.RunWith
+import org.junit.runners.Suite
+
+/** Test suite to run all local unit tests for the on-device evaluation app. */
+@RunWith(Suite::class) @Suite.SuiteClasses(MiniHttpServerTest::class) class EvalAppTestSuite
diff --git a/Android/src/app/eval/javatests/com/google/ai/edge/gallery/eval/MiniHttpServerTest.kt b/Android/src/app/eval/javatests/com/google/ai/edge/gallery/eval/MiniHttpServerTest.kt
new file mode 100644
index 000000000..f1437409d
--- /dev/null
+++ b/Android/src/app/eval/javatests/com/google/ai/edge/gallery/eval/MiniHttpServerTest.kt
@@ -0,0 +1,105 @@
+/*
+ * Copyright 2024 The Android Open Source Project
+ *
+ * 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 com.google.ai.edge.gallery.eval
+
+import com.google.common.truth.Truth.assertThat
+import java.io.BufferedReader
+import java.io.InputStreamReader
+import java.net.HttpURLConnection
+import java.net.URL
+import org.junit.After
+import org.junit.Before
+import org.junit.Test
+import org.junit.runner.RunWith
+import org.robolectric.RobolectricTestRunner
+
+/**
+ * Unit tests for [MiniHttpServer] to verify socket handling, request parsing, and routing logic.
+ */
+@RunWith(RobolectricTestRunner::class)
+class MiniHttpServerTest {
+
+  private lateinit var server: MiniHttpServer
+  private val port = 8081
+
+  @Before
+  fun setUp() {
+    server =
+      MiniHttpServer(port) { request ->
+        if (request.path == "/test") {
+          MiniHttpServer.Response(MiniHttpServer.Status.OK, "text/plain", "Test OK")
+        } else {
+          MiniHttpServer.Response(MiniHttpServer.Status.NOT_FOUND, "text/plain", "Not Found")
+        }
+      }
+    server.start()
+  }
+
+  @After
+  fun tearDown() {
+    server.stop()
+  }
+
+  @Test
+  fun handleRequest_validRoute_returnsOk() {
+    val url = URL("http://localhost:$port/test")
+    val connection = url.openConnection() as HttpURLConnection
+    connection.requestMethod = "GET"
+
+    assertThat(connection.responseCode).isEqualTo(200)
+
+    val response = BufferedReader(InputStreamReader(connection.inputStream)).readText()
+    assertThat(response).isEqualTo("Test OK")
+  }
+
+  @Test
+  fun handleRequest_invalidRoute_returnsNotFound() {
+    val url = URL("http://localhost:$port/unknown")
+    val connection = url.openConnection() as HttpURLConnection
+    connection.requestMethod = "GET"
+
+    assertThat(connection.responseCode).isEqualTo(404)
+  }
+
+  @Test
+  fun handleRequest_emptyRequest_returnsEarly() {
+    val socket = java.net.Socket("localhost", port)
+    socket.getOutputStream().close() // Immediately close
+    socket.close() // Should return early without throwing
+  }
+
+  @Test
+  fun handleRequest_malformedRequest_returnsEarly() {
+    val socket = java.net.Socket("localhost", port)
+    val out = socket.getOutputStream()
+    out.write("GET\r\n\r\n".toByteArray())
+    out.flush()
+    socket.close()
+  }
+
+  @Test
+  fun handleRequest_headersWithEmptyLinesAndContentLength_doesNotCrash() {
+    val socket = java.net.Socket("localhost", port)
+    val out = socket.getOutputStream()
+    val req = "POST /test HTTP/1.1\r\nContent-Length: 4\r\n\r\n\r\nbody"
+    out.write(req.toByteArray())
+    out.flush()
+    val response =
+      java.io.BufferedReader(java.io.InputStreamReader(socket.getInputStream())).readText()
+    assertThat(response).contains("200 OK")
+    socket.close()
+  }
+}