Documo MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Documo through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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="Documo Assistant",
instructions=(
"You help users interact with Documo. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Documo"
)
print(result.final_output)
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 Documo MCP Server
Integrate Documo, the next-generation digital fax and document workflow platform (mFax), directly into your AI workflow. Manage your inbound and outbound faxes, track assigned fax numbers, monitor transmission logs and delivery receipts, and oversee user access using natural language.
The OpenAI Agents SDK auto-discovers all 10 tools from Documo through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Documo, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Fax Oversight — List and retrieve detailed information and delivery status for all your digital fax transmissions.
- Line Management — Access and monitor all fax numbers assigned to your Documo account and their associated users.
- Transmission Intelligence — Monitor real-time transmission logs, page counts, and secure delivery receipts via chat.
- User Auditing — List and retrieve profile information for all users registered in your Documo organization.
The Documo 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 Documo to OpenAI Agents SDK via MCP
Follow these steps to integrate the Documo 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 Documo
Why Use OpenAI Agents SDK with the Documo MCP Server
OpenAI Agents SDK provides unique advantages when paired with Documo 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
Documo + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Documo MCP Server delivers measurable value.
Automated workflows: build agents that query Documo, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Documo, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Documo tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Documo to resolve tickets, look up records, and update statuses without human intervention
Documo MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect Documo to OpenAI Agents SDK via MCP:
get_documo_account_metadata
Retrieve metadata and usage limits for your Documo account
get_fax_details
Get detailed information and status for a specific fax
list_assigned_fax_numbers
List all fax numbers assigned to your Documo account
list_digital_faxes
List all digital faxes in your Documo/mFax account
list_documo_users
List all users registered in your Documo organization
list_failed_fax_deliveries
Identify faxes that failed to transmit correctly (mock logic)
list_latest_fax_transmissions
Identify the most recently sent or received faxes
list_received_digital_faxes
Identify faxes that have been received by your organization
quick_fax_volume_audit
Retrieve a high-level summary of fax transmissions and success rates
search_faxes_by_recipient
Search for faxes matching a recipient number or identifier
Example Prompts for Documo in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Documo immediately.
"List the most recently sent faxes."
"Show me all fax numbers assigned to our account."
"Check the status of fax 'FAX-9988'."
Troubleshooting Documo MCP Server with OpenAI Agents SDK
Common issues when connecting Documo to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Documo + OpenAI Agents SDK FAQ
Common questions about integrating Documo MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Documo 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 Documo to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.
