diff --git a/doc/cli_tools.md b/doc/cli_tools.md
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@@ -0,0 +1,20 @@
+# Using the Command Line Interface (CLI)
+
+`micro-sam` extends access to a bunch of functionalities using the command line interface (CLI) scripts via terminal.
+
+The supported CLIs can be used by
+- Running `$ micro_sam.precompute_embeddings` for precomputing and caching the image embeddings.
+- Running `$ micro_sam.annotator_2d` for starting the 2d annotator.
+- Running `$ micro_sam.annotator_3d` for starting the 3d annotator.
+- Running `$ micro_sam.annotator_tracking` for starting the tracking annotator.
+- Running `$ micro_sam.image_series_annotator` for starting the image series annotator.
+- Running `$ micro_sam.automatic_segmentation` for automatic instance segmentation.
+    - We support all post-processing parameters for automatic instance segmentation (for both AMG and AIS).
+    - If these parameters are not provided by the user, `micro-sam` makes use of the best post-processing parameters (depending on the choice of model). 
+    - The post-processing parameters can be changed by parsing the parameters via the CLI using `--<PARAMETER_NAME> <VALUE>.` For example, one can update the parameter values (eg. `pred_iou_thresh`, `stability_iou_thresh`, etc. - supported by AMG) using
+    ```bash
+    $ micro_sam.automatic_segmentation ... --pred_iou_thresh 0.6 --stability_iou_thresh 0.6 ...
+    ```
+    - You can check details for supported parameters and their respective default values at `micro_sam/instance_segmentation.py` under the `generate` method for `AutomaticMaskGenerator` and `InstanceSegmentationWithDecoder` class.
+
+NOTE: For all CLIs above, you can find more details by adding the argument `-h` to the CLI script (eg. `$ micro_sam.annotator_2d -h`).
diff --git a/micro_sam/__init__.py b/micro_sam/__init__.py
index f6058fc4..43ebddb8 100644
--- a/micro_sam/__init__.py
+++ b/micro_sam/__init__.py
@@ -2,6 +2,7 @@
 .. include:: ../doc/start_page.md
 .. include:: ../doc/installation.md
 .. include:: ../doc/annotation_tools.md
+.. include:: ../doc/cli_tools.md
 .. include:: ../doc/python_library.md
 .. include:: ../doc/finetuned_models.md
 .. include:: ../doc/faq.md