Can my agent write new content files to Crafter Studio via Git?

Yes. Use the 'write_studio_xml' tool. Provide the site name, file path, and raw XML content. The agent will command the backend to write the physical Git boundaries, generating new content nodes or pages directly in your Studio environment.

How do I publish changes from Studio to the live Delivery Engine?

Use the 'publish_crafter_content' tool. Provide the site name and the specific object path. Your agent will trigger the automated publication workflow, migrating the changes from your Git-based Studio repo to the live high-performance delivery endpoint.

Can I perform full-text searches across all site content?

Absolutely. The 'search_crafter_delivery' tool leverages Crafter's Elasticsearch integration. Your agent can pull explicitly queried words spanning all nodes, returning matches based on the query logic defined in your search engine.

Crafter CMS MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Crafter CMS
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Crafter CMS through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

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 agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Crafter CMS Assistant",
            instructions=(
                "You help users interact with Crafter CMS. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Crafter CMS"
        )
        print(result.final_output)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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 Crafter CMS MCP Server

Connect your Crafter CMS instance to any AI agent and take full control of your enterprise headless CMS and Git-based content workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 10 tools from Crafter CMS through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Crafter CMS, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

GraphQL Orchestration — Execute absolute explicit nesting requirements against the delivery schema using raw GraphQL payloads natively
Studio Tree Navigation — Perform structural extraction of properties driving active Git hierarchies and trace nested XML structures safely
Git-Based Content Writing — Provision highly-available XML payloads to write physical Git boundaries and generate new pages or components
Live Publishing — Trigger automated workflow bounds to migrate changes from Crafter Studio onto the high-performance Delivery Engine
Elasticsearch Discovery — Inspect deep internal arrays leveraging integrated Elasticsearch to perform full-text queries spanning all content nodes
Platform Governance — Identify precise active arrays spanning rented Context domains and list configured sites and studio users securely
Environment Audit — Discovered disconnected physical limits fetching site configurations and global variables tied to your frontend SDKs

The Crafter CMS MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Crafter CMS to OpenAI Agents SDK via MCP

Follow these steps to integrate the Crafter CMS MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Crafter CMS

Why Use OpenAI Agents SDK with the Crafter CMS MCP Server

OpenAI Agents SDK provides unique advantages when paired with Crafter CMS through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Crafter CMS + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Crafter CMS MCP Server delivers measurable value.

Automated workflows: build agents that query Crafter CMS, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Crafter CMS, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Crafter CMS tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Crafter CMS to resolve tickets, look up records, and update statuses without human intervention

Crafter CMS MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Crafter CMS to OpenAI Agents SDK via MCP:

execute_graphql_payload

Identify bounded routing spaces inside the Headless Crafter Engine

get_site_config

json` isolating GraphQL URL limits. Retrieve explicit Cloud logging tracing explicit Payload IDs limitlessly

get_site_globals

Enumerate explicitly attached structured rules exporting active Configuration

get_studio_tree

json` identifying exact folders tracing nested XML structures safely. Perform structural extraction of properties driving active Git hierarchies

list_platform_sites

Identify precise active arrays spanning rented Context domains

list_studio_users

Retrieve the exact structural matching verifying Blueprint constraints

publish_crafter_content

json` executing workflow bounds migrating a Studio change onto the Delivery Engine live endpoint. Dispatch an automated validation check routing explicit Deployments

search_crafter_delivery

Inspect deep internal arrays mitigating specific Picture constraints

wipe_studio_xml

Irreversibly vaporize explicit App nodes dropping live Database bytes

write_studio_xml

json` generating pages. Provision a highly-available XML Payload generating new Content nodes

Example Prompts for Crafter CMS in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Crafter CMS immediately.

"List all sites in my Crafter CMS deployment"

"Execute GraphQL query on site 'corporate': '{ articles { items { title_s } } }'"

"Show me the Git tree for site 'marketing' at path '/site/website/landing-pages'"

Troubleshooting Crafter CMS MCP Server with OpenAI Agents SDK

Common issues when connecting Crafter CMS to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Crafter CMS + OpenAI Agents SDK FAQ

Common questions about integrating Crafter CMS MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.