Can my agent search for technical content across all my GitBook spaces?

Yes. Use the 'search_content' tool. Provide the 'space_id' and your query. The agent will execute cross-page search operations within that GitBook namespace, returning matching snippets and relevant content natively.

How do I retrieve the full content of a specific documentation page via chat?

Use the 'get_page' tool. You will need the 'space_id' and the 'page_id'. Your agent will read the full document content from GitBook, allowing you to summarize, analyze, or verify the information flawlessly.

Can I see how my product documentations are grouped through the agent?

Absolutely. Use the 'list_collections' tool with your Organization ID. Your agent will retrieve the collections that group multiple spaces, helping you understand your documentation hierarchy natively.

GitBook MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes

Name: GitBook
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 8 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect GitBook 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="GitBook Assistant",
            instructions=(
                "You help users interact with GitBook. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())

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* 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 GitBook MCP Server

Connect your GitBook account to any AI agent and take full control of your technical documentation, knowledge sharing, and docs-as-code workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 8 tools from GitBook through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries GitBook, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Organization & Space Orchestration — List all organizations and spaces mapped to your GitBook profile to retrieve identifiers and browse your documentation hierarchy natively
Page & Content Discovery — Extracts the full pages hierarchy from any space and reads entire document pages to retrieve technical information flawlessly
Semantic & Keyword Search — Execute cross-page search operations inside your GitBook namespaces to find matching snippets and relevant content using natural language
Collection Management — List collections that group multiple spaces, identifying how different product documentations are organized across your organizations securely
Space Metadata Auditing — Fetch detailed metadata about specific spaces to verify visibility, access rules, and structural configurations synchronously
User Profile Oversight — Extract authenticated profile metadata including name and email to verify permission limits and account contexts natively
Knowledge Base Navigation — Analyze specific localized variables decoding active documentation routes and extracting structural constraints from your GitBook environment

The GitBook MCP Server exposes 8 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 GitBook to OpenAI Agents SDK via MCP

Follow these steps to integrate the GitBook 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 8 tools from GitBook

Why Use OpenAI Agents SDK with the GitBook MCP Server

OpenAI Agents SDK provides unique advantages when paired with GitBook 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

GitBook + OpenAI Agents SDK Use Cases

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

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

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

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

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

GitBook MCP Tools for OpenAI Agents SDK (8)

These 8 tools become available when you connect GitBook to OpenAI Agents SDK via MCP:

get_me

Get authenticated user info

get_page

Get page content

get_space

Get space details

list_collections

List collections in an organization

list_organizations

List all organizations

list_pages

List pages in a space

list_spaces

List spaces in an organization

search_content

Search content in a space

Example Prompts for GitBook in OpenAI Agents SDK

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

"List all spaces in organization 'org_123'"

"Search my GitBook for 'authentication flow'"

"Show me the page hierarchy for space 'User-Guide'"

Troubleshooting GitBook MCP Server with OpenAI Agents SDK

Common issues when connecting GitBook 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.

GitBook + OpenAI Agents SDK FAQ

Common questions about integrating GitBook 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.