vllora
Standardvllora provides real-time debugging for AI agents. It exposes tools for live observability, step-by-step execution tracking, and environment inspection. The server connects to agent execution environments, allowing developers to monitor and debug agent behavior during runtime. Useful for developers building and testing AI agents, vllora helps identify and resolve issues efficiently.
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Overview
vllora provides real-time debugging for AI agents. It exposes tools for live observability, step-by-step execution tracking, and environment inspection. The server connects to agent execution environments, allowing developers to monitor and debug agent behavior during runtime. Useful for developers building and testing AI agents, vllora helps identify and resolve issues efficiently.
Installation
1Install the package
2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"vllora-vllora-github": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-vllora-vllora-github"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from vllora?"
Prerequisites
- Node.js 18 or higher
- npm or npx available
- Claude Desktop or Claude API access
- API key for vllora
Configuration
API Key Required
This server requires an API key from vllora. Add it to your environment or config.
| Variable | Required | Description |
|---|---|---|
| VLLORA_API_KEY | Yes | Your vllora API key |
Usage Examples
List Resources
"What resources are available in vllora?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in vllora"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in vllora with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with vllora
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Claude
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Build and deploy AI models through APIs and tools
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