How to Use the Docdown MCP in OpenAI Agents SDK

Q: How do I search for a template using Docdown with OpenAI Agents SDK?

Use the searchtemplatesbyname tool. Just pass the name keyword as an argument to the tool and the agent will return the matching ID.

Q: Does Docdown work with OpenAI Agents SDK over HTTP?

Absolutely. Configure your MCPServerStreamableHttp object with the Vinkius endpoint URL. It connects directly to your agent instance.

Q: How do I check my account limits in Docdown?

Call getdocdownaccountmetadata. It returns your current usage stats and active limits in a single JSON response.

Plug the Docdown MCP Server into OpenAI Agents SDK to automate document generation within your production agent pipelines.

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Connect Docdown MCP to OpenAI Agents SDK

Create your Vinkius account to connect Docdown to OpenAI Agents SDK 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 Docdown with OpenAI Agents SDK

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Automate document creation in OpenAI Agents SDK

Your agent can now pull specific templates using `list_doc_templates` and generate PDFs without human intervention. By passing structured data directly into `generate_new_document`, you move from manual drafting to automated output. This setup works perfectly with the agent's built-in guardrails. You verify the payload before the MCP server hits the Docdown API, keeping your document generation pipeline clean.

Real-time tracking of generated files

Stop guessing if a document finished processing. Your agent calls `get_document_status` to pull the download URL the second the API finishes the job. It handles the polling logic for you. If you need to audit what happened today, `list_recently_generated_docs` gives you a quick snapshot of the last 24 hours of activity.

Manage template schemas dynamically

Avoid runtime errors by calling `get_template_field_schema` before you attempt to generate a file. This ensures your agent provides the exact keys required by the Docdown template. If you aren't sure which template to use, `search_templates_by_name` lets the agent find the right ID based on a simple user prompt. It's the most reliable way to map intent to a specific form.

Setup guide

Set up Docdown MCP in OpenAI Agents SDK

Prerequisites

Python 3.10+ installed
openai-agents package (pip install openai-agents)
Active Vinkius subscription with a valid endpoint token

1

Install the SDK

Run pip install openai-agents to install the OpenAI Agents SDK. The MCP integration is built-in — no extra dependencies needed.
2

Connect via SSE transport

Use MCPServerSse with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. The SDK auto-discovers all Docdown tools at runtime.
3

Create your Agent

Pass the MCP to Agent(mcp_servers=[server]). The agent receives Docdown tools as native definitions — JSON schemas resolve automatically.
4

Run the agent

Call Runner.run(agent, prompt) to execute. The agent invokes the appropriate Docdown tools and returns structured results. Copy the full example on the right to get started.

agent.py

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerSse

async def main():
    async with MCPServerSse(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as server:
        agent = Agent(
            name="Docdown Agent",
            instructions="You have access to Docdown tools.",
            mcp_servers=[server],
        )
        result = await Runner.run(agent, "List recent transactions")
        print(result.final_output)

asyncio.run(main())

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Common questions about Docdown MCP in OpenAI Agents SDK

Use the `search_templates_by_name` tool. Just pass the name keyword as an argument to the tool and the agent will return the matching ID.

Yes, use the agent's guardrail functions to inspect the data object. Check it against the schema returned by `get_template_field_schema` before calling the generation tool.

Absolutely. Configure your `MCPServerStreamableHttp` object with the Vinkius endpoint URL. It connects directly to your agent instance.

Call `get_docdown_account_metadata`. It returns your current usage stats and active limits in a single JSON response.

Vinkius manages your connection via an ephemeral, zero-trust sandbox. Your documents are processed through an isolated environment that only processes the specific data you send during the tool call.

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