diff --git a/python/examples/advanced_agents/game_builder/.env.example b/python/examples/advanced_agents/game_builder/.env.example
new file mode 100644
index 00000000000..c54c01f4f09
--- /dev/null
+++ b/python/examples/advanced_agents/game_builder/.env.example
@@ -0,0 +1,2 @@
+OPENAI_API_KEY=KEY
+COMPOSIO_API_KEY=KEY
\ No newline at end of file
diff --git a/python/examples/advanced_agents/game_builder/main.py b/python/examples/advanced_agents/game_builder/main.py
new file mode 100644
index 00000000000..9e923088722
--- /dev/null
+++ b/python/examples/advanced_agents/game_builder/main.py
@@ -0,0 +1,55 @@
+import os
+import dotenv
+from composio_llamaindex import App, ComposioToolSet
+from llama_index.core.agent import FunctionCallingAgentWorker
+from llama_index.core.llms import ChatMessage
+from llama_index.llms.openai import OpenAI
+from llama_index.llms.groq import Groq
+
+dotenv.load_dotenv()
+composio_toolset = ComposioToolSet()
+tools = composio_toolset.get_tools(apps=[App.EXA, App.SHELLTOOL, App.FILETOOL, App.CODEINTERPRETER])
+
+#llm = Groq(model="llama3-70b-8192", api_key=os.environ['GROQ_API_KEY'])
+llm = OpenAI(model='gpt-4o')
+prefix_messages = [
+    ChatMessage(
+        role="system",
+        content=(
+            "You are a Game Creation Agent specialized in designing and implementing games. "
+            "Your role is to help users create games by:"
+            "1. Understanding their game concept and requirements"
+            "2. Breaking down the game into core mechanics and features"
+            "3. Suggesting appropriate implementation approaches"
+            "4. Helping with code structure and game logic"
+            "5. Providing guidance on best practices for game development"
+            "THE GAME SHOULD BE PLAYABLE and WORKING WHEN RUN WITH THE SHELL TOOL"
+            "BUILD USING PYGAME AND THEN RUN THE GAME CODE AT THE END"
+            "You can use various tools to create, modify, and test game code, manage files, "
+            "and interpret code results. Always aim to create well-structured, maintainable games."
+        ),
+    )
+]
+
+while True:
+    main_task = input("Describe your game idea (or type 'exit' to quit): ")
+    main_task_refined = llm.complete(f"Refine this into a better prompt for someone building this game. Give detail on the gameplay mechanics, what 3 single player core features of the game are and more, and detailed. Not long and unnecessary but better prompt:{main_task}. The core idea should be same")
+    if main_task.lower() == 'exit':
+        break
+
+    agent = FunctionCallingAgentWorker(
+        tools=tools, # type: ignore
+        llm=llm,
+        prefix_messages=prefix_messages,
+        max_function_calls=10,
+        allow_parallel_tool_calls=False,
+        verbose=True,
+    ).as_agent()
+    
+    response = agent.chat(
+        f"Let's create a game based on this idea: {main_task_refined.text}. "
+        "Create the game in a file called game.py in the current directory"
+        "After that is done use the Anthropic tool to find the file and run it"
+        "Or use the shell tool to run it."
+    )
+    print("Response:", response)
\ No newline at end of file
diff --git a/python/examples/advanced_agents/game_builder/readme.md b/python/examples/advanced_agents/game_builder/readme.md
new file mode 100644
index 00000000000..eb7934285a5
--- /dev/null
+++ b/python/examples/advanced_agents/game_builder/readme.md
@@ -0,0 +1,30 @@
+# Game Builder Agent Guide
+
+This guide provides detailed steps to create a Game Builder Agent that leverages Composio, agentic frameworks such as LlamaIndex and GPT to create a Game Builder agent. Ensure you have Python 3.8 or higher installed.
+
+
+## Steps to Run
+
+**Navigate to the Project Directory:**
+Change to the directory where the `setup.sh`, `main.py`, `requirements.txt`, and `README.md` files are located. For example:
+```sh
+cd path/to/project/directory
+```
+
+### 1. Run the Setup File
+Make the setup.sh Script Executable (if necessary):
+On Linux or macOS, you might need to make the setup.sh script executable:
+```shell
+chmod +x setup.sh
+```
+Execute the setup.sh script to set up the environment and install dependencies:
+```shell
+./setup.sh
+```
+Now, fill in the `.env` file with your secrets.
+
+### 2. Run the Python Script
+```shell
+python cookbook/python-examples/advanced_agents/game_builder/main.py
+```
+
diff --git a/python/examples/advanced_agents/game_builder/requirements.txt b/python/examples/advanced_agents/game_builder/requirements.txt
new file mode 100644
index 00000000000..d6f23587909
--- /dev/null
+++ b/python/examples/advanced_agents/game_builder/requirements.txt
@@ -0,0 +1,4 @@
+composio-llamaindex
+python-dotenv
+llama-index-llms-groq
+pygame
\ No newline at end of file
diff --git a/python/examples/advanced_agents/game_builder/setup.sh b/python/examples/advanced_agents/game_builder/setup.sh
new file mode 100644
index 00000000000..dd36418bff7
--- /dev/null
+++ b/python/examples/advanced_agents/game_builder/setup.sh
@@ -0,0 +1,33 @@
+#!/bin/bash
+
+# Create a virtual environment
+echo "Creating virtual environment..."
+python3 -m venv ~/.venvs/game_builder 
+
+# Activate the virtual environment
+echo "Activating virtual environment..."
+source ~/.venvs/game_builder/bin/activate
+
+# Install libraries from requirements.txt 
+echo "Installing libraries from requirements.txt..."
+pip install -r requirements.txt
+
+# Login to your account
+echo "Login to your Composio acount"
+composio login
+
+composio add exa
+
+# Copy env backup to .env file
+if [ -f ".env.example" ]; then
+    echo "Copying .env.example to .env..."
+    cp .env.example .env
+else
+    echo "No .env.example file found. Creating a new .env file..."
+    touch .env
+fi
+
+# Prompt user to fill the .env file
+echo "Please fill in the .env file with the necessary environment variables."
+
+echo "Setup completed successfully!"
\ No newline at end of file