diff --git a/modules/xsimd/8.1.0/MODULE.bazel b/modules/xsimd/8.1.0/MODULE.bazel
new file mode 100644
index 00000000000..b015218eaae
--- /dev/null
+++ b/modules/xsimd/8.1.0/MODULE.bazel
@@ -0,0 +1,5 @@
+module(
+    name = "xsimd",
+    version = "8.1.0",
+    compatibility_level = 1,
+)
diff --git a/modules/xsimd/8.1.0/patches/add_build_file.patch b/modules/xsimd/8.1.0/patches/add_build_file.patch
new file mode 100644
index 00000000000..835b8f0d3b7
--- /dev/null
+++ b/modules/xsimd/8.1.0/patches/add_build_file.patch
@@ -0,0 +1,36 @@
+--- /dev/null
++++ BUILD.bazel
+@@ -0,0 +1,33 @@
++# Reference: https://github.com/tensorflow/io/blob/v0.25.0/third_party/xsimd.BUILD
++
++package(default_visibility = ["//visibility:public"])
++
++licenses(["notice"])  # BSD 3-Clause
++
++exports_files(["LICENSE"])
++
++cc_library(
++    name = "xsimd",
++    srcs = [],
++    hdrs = glob(
++        [
++            "include/xsimd/*.hpp",
++            "include/xsimd/config/*.hpp",
++            "include/xsimd/math/*.hpp",
++            "include/xsimd/memory/*.hpp",
++            "include/xsimd/stl/*.hpp",
++            "include/xsimd/types/*.hpp",
++        ],
++        exclude = [
++        ],
++    ),
++    copts = [],
++    defines = [],
++    includes = [
++        "include",
++    ],
++    linkopts = [],
++    visibility = ["//visibility:public"],
++    deps = [
++    ],
++)
diff --git a/modules/xsimd/8.1.0/patches/module_dot_bazel.patch b/modules/xsimd/8.1.0/patches/module_dot_bazel.patch
new file mode 100644
index 00000000000..3c5c96b3eba
--- /dev/null
+++ b/modules/xsimd/8.1.0/patches/module_dot_bazel.patch
@@ -0,0 +1,8 @@
+--- MODULE.bazel
++++ MODULE.bazel
+@@ -0,0 +1,5 @@
++module(
++    name = "xsimd",
++    version = "8.1.0",
++    compatibility_level = 1,
++)
diff --git a/modules/xsimd/8.1.0/presubmit.yml b/modules/xsimd/8.1.0/presubmit.yml
new file mode 100644
index 00000000000..66df2e82c38
--- /dev/null
+++ b/modules/xsimd/8.1.0/presubmit.yml
@@ -0,0 +1,17 @@
+matrix:
+  platform:
+  - debian10
+  - ubuntu2004
+  - macos
+  - macos_arm64
+  - windows
+  bazel:
+  - 7.x
+  - 6.x
+tasks:
+  verify_targets:
+    name: Verify build targets
+    platform: ${{ platform }}
+    bazel: ${{ bazel }}
+    build_targets:
+    - '@xsimd//:xsimd'
diff --git a/modules/xsimd/8.1.0/source.json b/modules/xsimd/8.1.0/source.json
new file mode 100644
index 00000000000..4d520a106d8
--- /dev/null
+++ b/modules/xsimd/8.1.0/source.json
@@ -0,0 +1,10 @@
+{
+    "url": "https://github.com/xtensor-stack/xsimd/archive/refs/tags/8.1.0.tar.gz",
+    "integrity": "sha256-1SVRNg03cJZ1I30qBBjij3CZW1t82tfGdGJrz7v0gyg=",
+    "strip_prefix": "xsimd-8.1.0",
+    "patches": {
+        "add_build_file.patch": "sha256-9a0MJ/S7IRjN6rC3I8CDxxq3eyNojKwevFhDoKtN0rY=",
+        "module_dot_bazel.patch": "sha256-YwBlgMHncRPprAhSm7ekjO8ltSSgfK4hy+1J8dyEpGU="
+    },
+    "patch_strip": 0
+}
diff --git a/modules/xsimd/metadata.json b/modules/xsimd/metadata.json
new file mode 100644
index 00000000000..571900bdf81
--- /dev/null
+++ b/modules/xsimd/metadata.json
@@ -0,0 +1,16 @@
+{
+    "homepage": "https://github.com/xtensor-stack/xsimd",
+    "maintainers": [
+        {
+          "email": "bcr-maintainers@bazel.build",
+          "name": "No Maintainer Specified"
+        }
+    ],
+    "repository": [
+        "github:xtensor-stack/xsimd"
+    ],
+    "versions": [
+        "8.1.0"
+    ],
+    "yanked_versions": {}
+}