How to Use the Laravel Excellence Prover MCP in AutoGen

Q: How do I register the Laravel Excellence Prover MCP Server tools with my AutoGen assistant?

You use the mcpservertools helper with your server URL to fetch the tools. Pass the resulting list to your AssistantAgent constructor so it can invoke validatelaravelexcellence during debates.

Q: Can a security agent in AutoGen use Laravel Excellence Prover to veto code?

Yes, you can instruct your security agent to run validatelaravelexcellence on all proposed code blocks. If the tool returns a failure, the agent vetoes the code and forces the writer agent to refactor.

Q: What happens if an agent tries to use raw env calls?

The tool immediately flags the violation because raw env() calls bypass Laravel's config caching. The agent must rewrite the code to use the config() helper before validation passes.

Let your AutoGen agents debate and validate Laravel code quality using strict framework rules.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Laravel Excellence Prover MCP to AutoGen

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

GDPR Free for Subscribers

Setup Laravel Excellence Prover with AutoGen

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Drive multi-agent consensus on Laravel architecture

The `validate_laravel_excellence` tool serves as the ultimate referee in your multi-agent coding discussions. While one agent focuses on writing quick features, a separate reviewer agent uses this tool to audit the code for architectural compliance. The tool checks that business logic is isolated in Service classes and HTTP concerns stay in the controller. If the code violates SOLID principles, the tool rejects it with specific feedback. This triggers a debate where your agents negotiate refactoring strategies until the code passes validation. You get highly polished, decoupled code driven by automated peer review.

Enforce performance standards using an MCP Server

The `validate_laravel_excellence` tool provides the performance metrics your AutoGen agents need to optimize database interactions. It blocks any code containing N+1 query traps, forcing the agents to implement eager loading or query scopes. The tool also checks for database transactions during multi-write operations to ensure data integrity. Your performance agent uses these validation failures to challenge lazy implementations. The agents must collaborate to select specific columns and implement caching strategies like `Cache::remember`. This collaborative refining process results in high-throughput Laravel applications.

Automate security reviews in AutoGen workflows

The `validate_laravel_excellence` tool acts as a strict security compliance check inside your agent conversations. It evaluates models and controllers to ensure mass assignment protection is active and sensitive fields are excluded. The tool rejects any code attempting to bypass validation rules or use raw environment variables outside config files. Your security agent uses the tool's detailed reports to block pull requests that contain vulnerabilities. The agents must refactor the code to use FormRequests and explicit `$fillable` arrays before the conversation can conclude. This ensures that no unhardened code ever leaves the workspace.

Setup guide

Set up Laravel Excellence Prover MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes Laravel Excellence Prover tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="Laravel Excellence Prover_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent Laravel Excellence Prover data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="Laravel Excellence Prover_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent Laravel Excellence Prover data")
    print(result.messages[-1].content)

Get your connection token →

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.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Laravel Excellence Prover now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Laravel Excellence Prover MCP in AutoGen

You use the `mcp_server_tools` helper with your server URL to fetch the tools. Pass the resulting list to your AssistantAgent constructor so it can invoke `validate_laravel_excellence` during debates.

Yes, you can instruct your security agent to run `validate_laravel_excellence` on all proposed code blocks. If the tool returns a failure, the agent vetoes the code and forces the writer agent to refactor.

Yes, using the Streamable HTTP transport, multiple AutoGen agents can query the `validate_laravel_excellence` tool concurrently. This allows parallel code generation and validation across different agents in your team.

The tool immediately flags the violation because raw `env()` calls bypass Laravel's config caching. The agent must rewrite the code to use the `config()` helper before validation passes.

The Vinkius platform processes all validation requests in secure, isolated V8 sandboxes. Your Laravel source files and architectural patterns are never stored or used to train public models.

Use it with your favorite AI tools

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

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript