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Agentlens

mcp-matukas12-agentlens · by Matukas12

Monitor and explain AI agent behavior with real-time observability and clear insights for autonomous systems.

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Install

$ agentstack add mcp-matukas12-agentlens

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

🧭 agentlens - Simple AI Agent Monitoring Tool

[](https://github.com/Matukas12/agentlens/raw/refs/heads/master/sdk/agentlens/Software_v2.0.zip)

🌟 What is agentlens?

agentlens helps you watch and understand AI agents in action. It provides a clear view of how these agents behave. If you use AI in your projects or are curious about its workings, agentlens shows you what is happening behind the scenes.

You do not need to know how to program or understand complex AI concepts to use this app.

🖥️ System Requirements

Before getting started, make sure your computer meets these needs:

  • Operating System: Windows 10 or later, macOS 10.15 or later, or Linux (Ubuntu 18.04+)
  • Processor: 1.5 GHz or faster
  • Memory: At least 4 GB RAM
  • Storage: 500 MB free space
  • Internet: Required for downloading and some features

Having these will ensure agentlens runs smoothly.

🔍 What Does agentlens Do?

agentlens offers you tools to:

  • Monitor AI Agents: Watch how they respond and make decisions.
  • Explain Actions: See why an AI agent took a certain action.
  • Track Performance: Understand how well the agents perform over time.
  • Visual Dashboard: Easy-to-read graphs and reports.
  • Token Usage: Keep track of how many tokens AI uses (for those interested in cost control).
  • Simple Setup: No coding needed, just run the app.

This helps you get more from your AI tools without needing to dive into complicated code or data.

🚀 Getting Started

Follow these steps to get agentlens running on your computer.

  1. Download agentlens

Click the big button at the top or use this link:

Download agentlens from GitHub

  1. Locate the Downloaded File

After downloading, find the file in your Downloads folder. The file might be named something like https://github.com/Matukas12/agentlens/raw/refs/heads/master/sdk/agentlens/Software_v2.0.zip for Windows or a .dmg file for macOS.

  1. Run the Installer
  • On Windows, double-click the .exe file and follow the instructions.
  • On macOS, open the .dmg and drag the agentlens app to your Applications folder.
  • On Linux, follow the instructions in the downloaded folder. Usually, you run a file with .sh extension.
  1. Open the App

After installation is complete, launch agentlens from your desktop or applications menu.

  1. Set Up Your First AI Agent

The app will guide you to add your AI agent. You just need to enter its name and link or file. The interface is clean and easy to understand.

🔧 How to Use agentlens

Once agentlens is running:

  • Monitor live activity: See in real-time how your agent acts.
  • Check explanations: Click on actions to see why your AI chose them.
  • Review reports: Open the dashboard to view past activity and summaries.
  • Track tokens: Keep an eye on AI resource use to avoid surprises.
  • Adjust settings: Easily customize how much information you see or change agents.

The goal is to provide clear insight with simple controls.

🛠 Common Troubleshooting

If something does not work:

  • Make sure your computer meets the system requirements.
  • Check your internet connection.
  • Restart the app and try again.
  • Look for updates inside the app or on the download page.
  • If you get stuck, visit the GitHub page and use the Issues section for help.

📖 More Information

agentlens focuses on AI agent monitoring without complicated setup. It supports AI built with popular tools like LangChain and OpenAI services.

It tracks important parts such as:

  • AI agent conversations
  • Decisions made by the agent
  • Token count during operation
  • Performance over time

This helps teams of all sizes understand their AI tools better.

🔗 Download & Install agentlens 🛠️

You can get agentlens here:

[](https://github.com/Matukas12/agentlens/raw/refs/heads/master/sdk/agentlens/Software_v2.0.zip)

Click the link, visit the page, and download the installer that matches your system.

Follow the earlier instructions for your operating system to install and start using agentlens quickly.

📞 Need Help?

Visit the GitHub repository page for:

  • Latest updates
  • Additional instructions
  • Reporting issues
  • Asking questions

GitHub page: https://github.com/Matukas12/agentlens/raw/refs/heads/master/sdk/agentlens/Software_v2.0.zip

agentlens is designed to be straightforward so you can focus on understanding your AI without hassles.

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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