What is the vllora MCP server?

vllora/vllora — Debug your AI agents AgentRank score: 51.7/100.

Is the vllora MCP server actively maintained?

The vllora MCP server was last committed 4mo ago and has 8 contributors. Issue health: 52% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

vllora MCP Server

Name: vllora/vllora
Rating: 3.1 (1 reviews)
Author: vllora

vllora/vllora

Score: 51.7 Rank #15925 Monitoring

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Debug your AI agents

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Overview

vllora/vllora is a Rust tool. Debug your AI agents Topics: agents, anthropic, claude, deepseek, gemini, langchain, llm, model-context-protocol, openai, rust-lang, tracing, vercelaisdk, ai-gateway, llm-gateway, azure, router, ai-agents, google-adk.

Ranked #15925 out of 24846 indexed tools.

Ecosystem

Rust NOASSERTION

agentsanthropicclaudedeepseekgeminilangchainllmmodel-context-protocolopenairust-langtracingvercelaisdkai-gatewayllm-gatewayazurerouterai-agentsgoogle-adk

Score Breakdown

Stars 15% 811

811 stars → growing community

Freshness 25% 4mo ago

Last commit 4mo ago → stale

Issue Health 25% 52%

31/60 issues closed → decent issue management

Contributors 10% 8

8 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 51

Description Brief

License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 134 days ago — a recent commit would boost your freshness score

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Markdown

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Details

Stars: 811
Forks: 51
Open Issues: 29
Closed Issues: 31
Contributors: 8
Dependents: —
Language: Rust
License: NOASSERTION
Last Commit: 4mo ago

Matched Queries

topic:model-context-protocol

From the README

<div align="center">

#### Lightweight, Real-time Debugging for AI Agents

Debug your Agents in Real Time. Trace, analyze, and optimize instantly. Seamless with LangChain, Google ADK, OpenAI, and all major frameworks.

**[Documentation](https://vllora.dev/docs)** | **[Issues](https://github.com/vllora/vllora/issues)** 

</div>

## Quick Start

First, install [Homebrew](https://brew.sh) if you haven't already, then:

```bash
brew tap vllora/vllora
brew install vllora
```

### Start the vLLora:

```bash
vllora
```

> The server will start on `http://localhost:9090` and the UI will be available at `http://localhost:9091`. 

vLLora uses OpenAI-compatible chat completions API, so when your AI agents make calls through vLLora, it automatically collects traces and debugging information for every 
interaction.

<div align="center">

</div>

### Test Send your First Request

1. **Configure API Keys**: Visit `http://localhost:9091` to configure your AI provider API keys through the UI
2. **Make

Read full README on GitHub →