diff --git a/src/crewai_tools/tools/composio_tool/README.md b/src/crewai_tools/tools/composio_tool/README.md
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+# ComposioTool Documentation
+
+## Description
+
+This tools is a wrapper around the composio toolset and gives your agent access to a wide variety of tools from the composio SDK.
+
+## Installation
+
+To incorporate this tool into your project, follow the installation instructions below:
+
+```shell
+pip install composio-core 
+pip install 'crewai[tools]'
+```
+
+## Example
+
+The following example demonstrates how to initialize the tool and execute a mathematical operation:
+
+```python
+
+from composio import Action
+
+from crewai_tools.tools.composio_tool.composio_tool import ComposioTool
+
+tool = ComposioTool.from_tool(
+    tool=Action.MATHEMATICAL_CALCULATOR,
+)
+```
+
diff --git a/src/crewai_tools/tools/composio_tool/composio_tool.py b/src/crewai_tools/tools/composio_tool/composio_tool.py
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+"""
+Composio tools wrapper.
+"""
+
+import typing as t
+
+import typing_extensions as te
+
+from crewai_tools.tools.base_tool import BaseTool
+
+
+class ComposioTool(BaseTool):
+    """Wrapper for composio tools."""
+
+    composio_action: t.Callable
+
+    def _run(self, *args: t.Any, **kwargs: t.Any) -> t.Any:
+        """Run the composio action with given arguments."""
+        return self.composio_action(*args, **kwargs)
+
+    @classmethod
+    def from_tool(cls, tool: t.Any, **kwargs: t.Any) -> te.Self:
+        """Wrap a composio tool as crewAI tool."""
+
+        from composio import Action, ComposioToolSet
+        from composio.constants import DEFAULT_ENTITY_ID
+        from composio.utils.shared import json_schema_to_model
+
+        toolset = ComposioToolSet()
+        if not isinstance(tool, Action):
+            tool = Action.from_action(name=tool)
+
+        tool = t.cast(Action, tool)
+        (action,) = toolset.get_action_schemas(actions=[tool])
+        schema = action.model_dump(exclude_none=True)
+        entity_id = kwargs.pop("entity_id", DEFAULT_ENTITY_ID)
+
+        def function(**kwargs: t.Any) -> t.Dict:
+            """Wrapper function for composio action."""
+            return toolset.execute_action(
+                action=Action.from_app_and_action(
+                    app=schema["appName"],
+                    name=schema["name"],
+                ),
+                params=kwargs,
+                entity_id=entity_id,
+            )
+
+        function.__name__ = schema["name"]
+        function.__doc__ = schema["description"]
+
+        return cls(
+            name=schema["name"],
+            description=schema["description"],
+            args_schema=json_schema_to_model(
+                action.parameters.model_dump(
+                    exclude_none=True,
+                )
+            ),
+            composio_action=function,
+            **kwargs
+        )