How to Use the GrabFood Partner MCP in Pydantic AI

Q: How do I configure the GrabFood Partner MCP Server with Pydantic AI?

Install pydantic-ai-slimmcp and initialize MCPToolset with your Vinkius HTTP endpoint. Pass this toolset to your Agent constructor to instantly expose all 12 validated tools.

Q: How does Pydantic AI handle GrabFood Partner order cancellations safely?

Your agent calls checkordercancelable to verify the order state. If the validation passes, it executes cancelorder with a strongly typed reason string, avoiding runtime API exceptions.

Q: Can Pydantic AI manage marketing campaigns on GrabFood Partner?

Yes. The agent uses createcampaign to launch validated discount structures and listcampaigns to pull active promotions into strongly typed Python models for easy reporting.

Manage GrabFood Partner operations with type-safe precision using Pydantic AI to validate every order and menu update.

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Connect GrabFood Partner MCP to Pydantic AI

Create your Vinkius account to connect GrabFood Partner to Pydantic AI 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 GrabFood Partner with Pydantic AI

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Type-Safe Order Acceptance

The `accept_order` tool commits your kitchen to preparing an incoming GrabFood ticket. Since Pydantic AI enforces strict type safety, every incoming order payload is validated against rigorous Python schemas before your agent confirms the ticket. This prevents corrupted data or missing fields from breaking your dispatch pipeline. If a payload fails validation, the framework fails loudly, ensuring your kitchen never accepts an unfulfillable or corrupted order.

Guaranteed Menu Updates via MCP Server

The `batch_update_menu` tool modifies specific menu item details without touching the rest of your catalog. Using this MCP Server within Pydantic AI ensures that every price change or availability toggle matches your exact database models before hitting Grab's servers. If your agent attempts to write an invalid price format or a malformed item ID, the runtime blocks the request immediately. This guarantees your digital menu remains clean, accurate, and free of costly pricing errors.

Precise Store Status Control

The `get_store_status` tool retrieves the exact operational state of your digital storefront. Pydantic AI maps this status to a strongly typed model, allowing your agent to make reliable decisions about when to call `pause_store`. No more guessing whether the store is open, closed, or paused. Your agent reads the validated operational metadata and toggles your store status with surgical precision, keeping your kitchen running at peak efficiency.

Setup guide

Set up GrabFood Partner MCP in Pydantic AI

Prerequisites

Python 3.10+ installed
pydantic-ai-slim[fastmcp] package
Active Vinkius subscription with a valid endpoint token

1

Install Pydantic AI with FastMCP
Run pip install "pydantic-ai-slim[fastmcp]". The FastMCP toolset replaces the deprecated MCPServerHTTP class with full protocol support.
2

Configure the FastMCPToolset
Pass a JSON-style config dict to FastMCPToolset with your Vinkius URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports Streamable HTTP, SSE, and Stdio transports.
3

Create and run your agent
Pass the toolset to Agent(toolsets=[toolset]) and call agent.run(). Swap openai:gpt-4o for any supported model — Anthropic, Google, Mistral, or Groq.

agent.py

from pydantic_ai import Agent
from pydantic_ai.toolsets.fastmcp import FastMCPToolset

toolset = FastMCPToolset({
    "mcpServers": {
        "grabfood-partner-mcp": {
            "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
        }
    }
})

agent = Agent(
    "openai:gpt-4o",
    toolsets=[toolset],
    system_prompt="You have access to GrabFood Partner tools.",
)

result = await agent.run("List recent GrabFood Partner transactions")
print(result.output)

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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 GrabFood Partner. 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 GrabFood Partner MCP in Pydantic AI

Install `pydantic-ai-slim[mcp]` and initialize `MCPToolset` with your Vinkius HTTP endpoint. Pass this toolset to your Agent constructor to instantly expose all 12 validated tools.

Your agent calls `check_order_cancelable` to verify the order state. If the validation passes, it executes `cancel_order` with a strongly typed reason string, avoiding runtime API exceptions.

Yes. The agent uses `create_campaign` to launch validated discount structures and `list_campaigns` to pull active promotions into strongly typed Python models for easy reporting.

Pydantic AI will raise a validation error instantly. This prevents your agent from making decisions based on corrupted data, protecting your store from operational mistakes.

All interactions involving merchant IDs, menu item prices, and order IDs are processed through secure, ephemeral V8 sandboxes. Vinkius handles authorization securely, ensuring your restaurant credentials never leak into the LLM context.

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