mcp-server

OpenSquilla: Higher AI Intelligence

Name: OpenSquilla: Higher AI Intelligence
Author: opensquilla

Get higher intelligence density with OpenSquilla, a token-efficient AI agent for founders. 6.0k+ GitHub stars

6,011 stars435 forksPythonQuality 8/10Updated 7/14/2026100% free · open source

What it does

OpenSquilla is a token-efficient AI agent that helps founders achieve higher intelligence density with the same budget.

Install / run

git clone https://github.com/opensquilla/opensquilla.git && cd opensquilla && pip install -r requirements.txt

When to use it

•When you need to optimize AI model performance without increasing costs
•When you want to improve the accuracy of your AI models with limited computational resources
•When you're looking for a more efficient alternative to traditional AI agents

Quick start

1Clone the OpenSquilla repository and navigate to the project directory
2Install the required dependencies by running `pip install -r requirements.txt`
3Configure the AI agent by modifying the `config.json` file to suit your needs
4Train the AI model using the `train.py` script, providing your dataset as input
5Evaluate the performance of the trained model using the `evaluate.py` script

Ready-to-paste prompt

python train.py --model opensquilla --dataset your_dataset.csv --batch_size 32 --epochs 10

Heads up: Make sure you have the required Python version (3.8 or later) and the necessary dependencies installed, including PyTorch and Transformers, as specified in the `requirements.txt` file

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