How do I get my GoBiz OAuth 2.0 access token?

Authenticate via the GoBiz OAuth endpoint at https://accounts.go-jek.com/oauth2/token using your merchant credentials. The resulting JWT Bearer token should be pasted into the credential field. Tokens expire periodically, so refresh as needed.

Can my AI automatically accept incoming GoFood orders?

Yes! Use the `accept_order` tool with the outlet ID, order type, and order ID. Your agent will confirm and accept the order for processing immediately.

Does this integration support sandbox/testing environments?

Yes, the server is configured to use the GoBiz sandbox API by default (https://api.partner-sandbox.gobiz.co.id). When you're ready for production, update the base URL to https://api.gobiz.co.id in the engine configuration.

Can I update menu stock levels in bulk?

Absolutely. Use the `update_menu_stocks` tool and pass an array of items with their stock levels as a JSON string. You can update dozens of items in a single API call.

GoFood MCP Server for Pydantic AI 12 tools — connect in under 2 minutes

Name: GoFood
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 12 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect GoFood through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

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 GoFood "
            "(12 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in GoFood?"
    )
    print(result.data)

asyncio.run(main())

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 GoFood MCP Server

Connect your GoFood/GoBiz merchant account to any AI agent and take full control of your food delivery and POS integration through natural conversation.

Pydantic AI validates every GoFood tool response against typed schemas, catching data inconsistencies at build time. Connect 12 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

Outlet Management — List, link, and unlink merchant outlets; retrieve detailed outlet configuration and properties
Menu & Catalog — Fetch complete menu catalogs, update items, and manage stock levels for menu items and variants
Order Processing — Accept, cancel, and mark orders as prepared with full order type support
Promotions — Create, list, deactivate, and delete promotional campaigns for specific outlets
Webhooks — Set up notification subscriptions for real-time event monitoring
Payments — Create payment transactions with reference tracking

The GoFood MCP Server exposes 12 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 GoFood to Pydantic AI via MCP

Follow these steps to integrate the GoFood 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 12 tools from GoFood with type-safe schemas

Why Use Pydantic AI with the GoFood MCP Server

Pydantic AI provides unique advantages when paired with GoFood 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 GoFood integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your GoFood connection logic from agent behavior for testable, maintainable code

GoFood + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the GoFood MCP Server delivers measurable value.

Type-safe data pipelines: query GoFood with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple GoFood tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query GoFood and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock GoFood responses and write comprehensive agent tests

GoFood MCP Tools for Pydantic AI (12)

These 12 tools become available when you connect GoFood to Pydantic AI via MCP:

accept_order

Accept a pending GoFood order

cancel_order

Cancel a GoFood order

create_promo

Create a new promo for a GoFood outlet

get_catalog

Get the full menu catalog for a GoFood outlet

get_outlet_info

Get details for a specific GoFood outlet

link_outlet

Link a GoFood outlet to the integration

list_linked_outlets

List all linked GoFood outlets

list_promos

List all promos for a GoFood outlet

mark_order_prepared

Mark a GoFood order as food prepared

unlink_outlet

Unlink a GoFood outlet from the integration

update_catalog

Update the menu catalog for a GoFood outlet

update_menu_stocks

Update menu item stock levels for a GoFood outlet

Example Prompts for GoFood in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with GoFood immediately.

"List all my linked GoFood outlets."

"Show me the full menu catalog for outlet out_001."

"Accept order ORD-12345 for outlet out_001, type food."

"Create a 20% discount promo for outlet out_001 valid this weekend."

Troubleshooting GoFood MCP Server with Pydantic AI

Common issues when connecting GoFood to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

GoFood + Pydantic AI FAQ

Common questions about integrating GoFood MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an 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?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer. your GoFood MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.