mcp-server

OpenSquilla: Higher AI Intelligence

Name: OpenSquilla: Higher AI Intelligence
Author: opensquilla

Get higher intelligence density with OpenSquilla, a token-efficient AI agent.

6,725 stars531 forksPythonGuide quality 8/10Updated 8/28/2026100% free · open source

What it does

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

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

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

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/opensquilla && curl -fsSL https://workflowstacks.com/api/skills/opensquilla/claude-skill -o ~/.claude/skills/opensquilla/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

225.9M

source size

Apache-2.0

license

Key files

META_SKILL_GUIDE.md

README.de.md

README.es.md

README.fr.md

README.ja.md

README.md

File tree

.github/

assets/

contracts/

desktop/

docs/

Formula/

migrations/

opensquilla-webui/

packages/

scripts/

service-units/

src/

tests/

.dockerignore

.env.example

.gitattributes

.gitignore

.python-version

CHANGELOG.md

CODE_OF_CONDUCT.md

compose.yaml

CONTRIBUTING.md

CONTRIBUTORS.md

Dockerfile

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/opensquilla && curl -fsSL https://workflowstacks.com/api/skills/opensquilla/claude-skill -o ~/.claude/skills/opensquilla/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

opensquilla

Language

Python