How to Use the Laravel Excellence Prover MCP in OpenAI Agents SDK

Stop shipping N+1 queries. Use the Laravel Excellence Prover MCP Server with your OpenAI Agents SDK production pipeline.

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Connect Laravel Excellence Prover MCP to OpenAI Agents SDK

Create your Vinkius account to connect Laravel Excellence Prover to OpenAI Agents SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Laravel Excellence Prover with OpenAI Agents SDK

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Claude

Perplexity

Enforce Laravel standards in your agent

Your agent code often slips into lazy loading or fat controller patterns. The `validate_laravel_excellence` tool forces adherence to framework idioms, ensuring your logic lives in services and validation in FormRequests. By integrating this directly into your OpenAI Agents SDK workflow, you catch mass assignment risks before they reach production. It treats your codebase like a strict contract rather than a suggestion.

Automated performance auditing

Stop guessing why your API latency is spiking. This tool scans your Eloquent relationships to ensure you're using eager loading and proper indexing, effectively killing N+1 queries at the source. When your agent proposes a refactor, it runs against the `validate_laravel_excellence` logic to verify architectural integrity. It keeps your database footprint lean and your response times consistent.

Zero-tolerance security gates

Security vulnerabilities like unguarded fillable arrays have no place in your system. This server inspects your models to guarantee that mass assignment is physically impossible. It flags any use of `env()` inside application code or the presence of debug helpers like `dd()`. Your agent acts as a gatekeeper, refusing to finalize code that doesn't meet these strict security requirements.

Setup guide

Set up Laravel Excellence Prover MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Laravel Excellence Prover tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Laravel Excellence Prover tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Laravel Excellence Prover tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Laravel Excellence Prover Agent",
            instructions="You have access to Laravel Excellence Prover tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Laravel Excellence Prover. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Laravel Excellence Prover MCP in OpenAI Agents SDK

Install the server via Vinkius and pass it to your Agent constructor using the `mcp_servers` parameter. The SDK handles discovery, letting you invoke the validation tool as an async call within your agent's decision loop.

Yes. You just need to add the server configuration to your existing agent setup. It immediately starts scanning your controllers and models for architectural smells without requiring a full rewrite.

It identifies them and suggests the correct eager-loading pattern. You then apply those changes to your codebase to ensure your data access logic stays efficient.

It enforces a strict separation of concerns. By moving logic out of controllers and into service classes, your codebase becomes modular and easier to test.

The server only touches the specific Laravel files you provide for validation. It operates within the Vinkius V8 isolate sandbox, ensuring your logic remains private and ephemeral.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

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