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---
title: TinyCodeAgent
emoji: 🐣
colorFrom: indigo
colorTo: yellow
sdk: gradio
sdk_version: 5.33.1
app_file: app.py
pinned: true
license: apache-2.0
short_description: Think in python and execute code to solve a task
tags:
- agent-demo-track
- mcp-server-track
- mcp
- code-agent
---
# TinyCodeAgent
🚀 **TinyCodeAgent: A Self-Building, Self-Debugging Python Agent in the Cloud** 🚀
## Demo
**Watch the demo on YouTube**
[](https://youtu.be/CGFSc9Jf5vw)
In this demo, watch how **TinyCodeAgent**:
1. **Thinks in Python**
* Dynamically generates Python code in the cloud
* Instantly executes and tests its own snippets
2. **Builds Its Own Tools**
* Creates helper functions on the fly
* Integrates new modules to extend its capabilities
3. **Runs & Debugs**
* Detects errors, logs tracebacks
* Auto-corrects and re-runs until the task is solved
🔍 **Demo Workflow**
* **Step 1:** List the most popular Spaces on Hugging Face
* **Step 2:** Filter for upcoming Hackathon Spaces without prerequisites
* **Step 3:** Display results in a clean, interactive format
---
### Why TinyCodeAgent?
* Built on **[TinyAgent](https://github.com/askbudi/tinyagent) **, a lightweight AI agent framework
* **Extendable hooks** system for easy customization
* Simple event loop ensures stability and fast iteration
You can extend it using TinyAgent Hooks system, and use it with Gradio Integration.
Your agent could become a MCP Server or tool for another agent.
This Project is using **Qwen/Qwen3-235B-A22B** from [Nebius](https://nebius.ai/) thanks to their support.
## Benefits
- Stateful python code using Modal Functions (Instead of using a sandbox, Faster and cheaper)
- Use TinyAgent Hooks system to extend your agent
- Use Gradio Integration to use your agent as a tool for another agent
- Log System
- Storage
- Multi MCP Connections
- Support Models through LiteLLM
## Examples
- **What are the most popular Spaces on Hugging Face today?**
- Please calculate the root mean square error of the following data:
- [1, 2, 3, 4, 5]
- [1, 2, 3, 4, 5]
- How is the weather in Paris? What about the traffic? [Uses dummy functions, for demo purposes]
- How is traffic right now in Paris, Montreal, Tokyo and London?
## Credits
- [TinyAgent](https://github.com/askbudi/tinyagent) I have built this project as well.
- [Modal](https://modal.com/) I use Modal Functions to run python code.
- [Gradio](https://gradio.app/) I use Gradio to create a web interface for my agent.
- [Cloudpickle](https://github.com/cloudpipe/cloudpickle) I use Cloudpickle to serialize and deserialize python objects.
- [SmolAgents](https://github.com/huggingface/smolagents) Use SmolAgents Coding Agent System Prompt as a base for my system prompt.
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