vllora
Active·★ 803·Updated 2026-05-06
★ Trending
Debug your AI agents
vLLora is a lightweight tool designed for real-time debugging of AI agents. It allows users to trace, analyze, and optimize agent interactions seamlessly across various major AI frameworks and OpenAI-compatible APIs.
#AI Agents#Debugging#Observability#OpenAI API#LangChain#Coding
01
Features
01Real-time Tracing: Monitor AI agent interactions live with observability of calls and workflows.
02MCP Support: Full support for Model Context Protocol (MCP) servers for seamless tool integration.
03OpenAI-compatible API: Utilizes OpenAI-compatible chat completions API for debugging information collection.
04Seamless Framework Integration: Works effortlessly with major frameworks like LangChain, Google ADK, and OpenAI.
05Self-Hostable: Deploy vLLora anywhere you need with full source code visibility.
02
Compatibility
OpenAI API
Native API
Verified via docs
LangChain
Supported
Verified via docs
Google ADK
Supported
Verified via docs
MCP Servers
Supported
Verified via docs
03
Quick start
1
$ brew tap vllora/vllora
2
$ brew install vllora
04
Use cases
↳Debugging and optimizing AI agent workflows in real-time.
↳Tracing and analyzing calls, tool interactions, and agent workflow processes.
↳Integrating real-time observability into existing AI agents and applications that use OpenAI-compatible APIs.
05
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