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mgl

Open Source
Common Lisp Updated Feb 15, 2026
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Compared with 4 other Common Lisp agents Open source Self-hostable Updated Feb 2026
💰 Open Source 🔄 Updated Feb 2026 🖥️ Self-hostable

💰 Pricing

Open Source

Free to use under an open-source license.

🎯 Use Cases

Implementing Boltzmann machines for unsupervised learning tasks Building feed-forward neural networks for classification or regression Developing recurrent neural networks for sequence modeling Experimenting with Gaussian Processes for probabilistic modeling Researching novel neural architectures in Common Lisp

⚖️ Pros & Cons

✅ Pros

  • Leverages Common Lisp's interactive development capabilities for ML experimentation
  • Supports a variety of neural network architectures
  • Lightweight and self-hostable

❌ Cons

  • Limited community and documentation compared to mainstream ML frameworks
  • Requires familiarity with Common Lisp
  • Fewer pre-trained models or integrations compared to larger frameworks

Overview

mgl is a Common Lisp library for machine learning, focusing on neural networks (including Boltzmann machines, feed-forward, and recurrent nets) and Gaussian Processes. It provides tools for building and training these models efficiently within the Lisp ecosystem.

Problem It Solves

It enables efficient implementation and experimentation with various neural network architectures and Gaussian Processes in Common Lisp, a niche but powerful programming environment for AI research.

Target Audience: Developers and teams working with common lisp automation.

Inputs

  • • User configuration
  • • API credentials (if required)
  • • Task parameters

Outputs

  • • Automated task results
  • • Status reports
  • • Generated content or actions

Example Workflow

  1. 1 User configures the agent with required parameters
  2. 2 Agent receives input data or trigger
  3. 3 Agent processes the request using its core logic
  4. 4 Agent interacts with external services if needed
  5. 5 Results are returned to the user

Sample System Prompt 


              You are mgl, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

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⚖️ Compare mgl

FAQs

Is this agent open-source?
Yes
Can this agent be self-hosted?
Yes
What skill level is required?
Intermediate

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