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🛡️ mcp-server - Keep your AI tools running reliably

🎯 About this software

Computer programs that use artificial intelligence sometimes make mistakes. They give the wrong answers or fail to provide the format you need. This causes problems when your work depends on accurate results.

This application acts as a guard for your AI tools. It checks the information your AI provides before you use it. If the AI makes a mistake, the application catches the error. It then finds a way to fix the problem or runs a backup plan to finish the task. You receive clean, reliable data without needing to intervene.

You provide your own API keys. This keeps your data private and ensures you only pay for the services you use. The tool works with common programs like Claude Desktop and Cursor to improve their output.

⚙️ Key features

• Validation: The system checks your AI output for six distinct quality points.
• Self-Healing: If the AI sends bad data, the tool attempts a correction.
• Failover: If one provider goes offline, the system switches to another provider instantly.
• Drift Detection: The tool alerts you if your AI model starts to change its patterns over time.
• Zero Dependencies: You do not need to install complex programming runtimes to use this tool.

⬇️ Setup and installation

Follow these steps to set up the software on your Windows computer.

1. Visit the release page to see available download options.
2. Look for the file ending in .exe under the latest version.
3. Click the file name to start the download to your computer.
4. Locate the file in your downloads folder once the process finishes.
5. Double-click the file to open the installation wizard.
6. Follow the prompts on your screen to complete the setup.
7. Click the shortcut icon on your desktop to launch the server.

🔑 Configuration

The first time you open the application, you must provide your authentication details. This tool requires your own API keys for the AI services you plan to use.

1. Open the settings menu within the application window.
2. Select the “Providers” tab from the list on the left.
3. Paste your API key into the field for the service you use.
4. Click “Save” to apply your changes.
5. Restart the tool to ensure the application connects to the network securely.

🌐 Usage guide

Once configured, the tool runs in the background. You do not need to open the main window of the application while you work in programs like Claude or Cursor.

When you send a prompt, your AI program talks to this server first. The server inspects the request and prepares the AI to provide a better answer. When the AI finishes, the server reviews the content. If the response meets your quality standards, you see the result. If the response fails, the server sends a corrective prompt to the AI to try again.

You can view a log of all interactions by opening the application window and selecting the “Activity” tab. This page shows every time the tool corrected an error or triggered a failover.

🛠️ Maintaining reliability

The software provides a health dashboard. Check this view at least once a week to see performance trends.

• Error Rate: This number shows how many requests had issues. Lower numbers mean your AI configuration works well.
• Recovery Success: This shows how often the software fixed an error without your help.
• Cost Efficiency: If you use multiple providers, this section suggests which provider keeps your costs low while maintaining speed.

Update the software when a new version appears on the release page. New releases often include support for updated AI models.

❓ Frequently asked questions

Do I need a paid subscription to use this? The tool costs nothing to download and use. You pay your AI provider for the usage tokens as you would normally.

Does this software record my data? No. The application processes data on your local machine. Your API keys and your conversations remain on your hardware.

How do I uninstall the software? Open your Windows Control Panel. Select “Programs and Features.” Find this tool in the list, right-click it, and select “Uninstall.” This removes the application and all related files from your computer.

Can I run this on a laptop? Yes. The software uses minimal power. It works well on standard office laptops and desktop workstations.

What should I do if the application crashes? Close the application window completely. Wait ten seconds and open it again. The software stores its state and tries to recover from the point where the error occurred.

📝 Support

If you experience unexpected behavior, check the log file located in your Documents folder under the “mcp-server” subdirectory. This log contains details about your recent tasks. Share this file with the technical team if you report an issue. Ensure you remove any sensitive API keys from the log file before sharing it with others.