Laravel Forge MCP Server for Pydantic AI 9 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Laravel Forge through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Laravel Forge "
"(9 tools)."
),
)
result = await agent.run(
"What tools are available in Laravel Forge?"
)
print(result.data)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Laravel Forge MCP Server
Connect your Laravel Forge developer account to an AI agent to execute complex devops tasks natively in chat.
Pydantic AI validates every Laravel Forge tool response against typed schemas, catching data inconsistencies at build time. Connect 9 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
What you can do
- Server Ecosystems — List all connected drops, inspect internal structures, and check status
- Deployments — Safely dispatch site deployment scripts and watch output structures
- Database Configurations — Query connected DB clusters linked to given domains
- Worker Operations — Expose active daemon configurations routing jobs under your servers
The Laravel Forge MCP Server exposes 9 tools through the Vinkius. Connect it to Pydantic AI in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Laravel Forge to Pydantic AI via MCP
Follow these steps to integrate the Laravel Forge MCP Server with Pydantic AI.
Install Pydantic AI
Run pip install pydantic-ai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 9 tools from Laravel Forge with type-safe schemas
Why Use Pydantic AI with the Laravel Forge MCP Server
Pydantic AI provides unique advantages when paired with Laravel Forge through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Laravel Forge integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Laravel Forge connection logic from agent behavior for testable, maintainable code
Laravel Forge + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Laravel Forge MCP Server delivers measurable value.
Type-safe data pipelines: query Laravel Forge with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Laravel Forge tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Laravel Forge and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Laravel Forge responses and write comprehensive agent tests
Laravel Forge MCP Tools for Pydantic AI (9)
These 9 tools become available when you connect Laravel Forge to Pydantic AI via MCP:
deploy_site
Command a deployment script queue to execute on a repository site
get_server
Retrieve detailed data on a specific server droplet
get_site
Look up specifics for an exact site layout on a server
list_databases
List active databases mounted on a Forge server
list_recipes
Retrieve available custom shell recipes within your organizational team limits
list_servers
Retrieve the master list of all connected Forge servers
list_sites
List websites mounted to a specific server
list_ssh_keys
Retrieve active physical access keys inserted on the root server
list_workers
Retrieve queue worker configurations executing on a tracked site
Example Prompts for Laravel Forge in Pydantic AI
Ready-to-use prompts you can give your Pydantic AI agent to start working with Laravel Forge immediately.
"Display all the cloud server instances operating in the fleet."
"Deploy the pending commits directly to staging site 5210 on server 1205."
"Check the active workers running on the production server."
Troubleshooting Laravel Forge MCP Server with Pydantic AI
Common issues when connecting Laravel Forge to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiLaravel Forge + Pydantic AI FAQ
Common questions about integrating Laravel Forge MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
Connect Laravel Forge with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Laravel Forge to Pydantic AI
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.