Scribe MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 10 tools to Check Scribe Status, Get Documentation Stats, Get Recent Documents, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Scribe through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this App Connector for OpenAI Agents SDK
The Scribe app connector for OpenAI Agents SDK is a standout in the Productivity category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="Scribe Assistant",
instructions=(
"You help users interact with Scribe. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Scribe"
)
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 Scribe MCP Server
Connect your Scribe organization to any AI agent and access your process documentation library through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from Scribe through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Scribe, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Full Search — Search across all Scribes and Knowledge Pages simultaneously.
- Filtered Search — Search only guides or only pages for targeted results.
- Team Scoping — Find documents within a specific team for departmental queries.
- Date Filtering — Search by creation date range or get recent documents.
- Teams — List all teams and their documents for content auditing.
- Statistics — Get an overview of your documentation footprint.
The Scribe 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.
All 10 Scribe tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Scribe through Vinkius, your AI agent gets direct access to every tool listed below — spanning scribe, process-documentation, knowledge-base, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Verify Scribe API connectivity
Get documentation statistics
Get documents created in the last 30 days
Useful for auditing team documentation. Get all documents for a specific team
List all teams in your Scribe organization
Dates should be in YYYY-MM-DD format. Search documents by creation date range
Search documents within a specific team
Search across all Scribes and Pages
Search only Knowledge Pages
Search only Scribe guides
Connect Scribe to OpenAI Agents SDK via MCP
Follow these steps to wire Scribe into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Scribe MCP Server
OpenAI Agents SDK provides unique advantages when paired with Scribe 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
Scribe + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Scribe MCP Server delivers measurable value.
Automated workflows: build agents that query Scribe, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Scribe, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Scribe tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Scribe to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Scribe in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Scribe immediately.
"Search for all documentation about 'onboarding'."
"List all teams in our Scribe organization."
"What documents were created in the last 30 days?"
Troubleshooting Scribe MCP Server with OpenAI Agents SDK
Common issues when connecting Scribe to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Scribe + OpenAI Agents SDK FAQ
Common questions about integrating Scribe 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.