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Diffbot MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Analyze Page Type, Enhance Company Profile, Enhance Person Profile, and more

Built by Vinkius GDPR 12 Tools SDK

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

Use with Your AI Agent

Ask AI about this App Connector for OpenAI Agents SDK

Open in ChatGPT Open in Claude Open in Perplexity

The Diffbot app connector for OpenAI Agents SDK is a standout in the Artificial Intelligence category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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="Diffbot Assistant",
            instructions=(
                "You help users interact with Diffbot. "
                "You have access to 12 tools."
            ),
            mcp_servers=[mcp_server],
        )

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

asyncio.run(main())
Diffbot
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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 Diffbot MCP Server

Connect your Diffbot account to any AI agent and take full control of your structured data extraction and knowledge graph research workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 12 tools from Diffbot through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Diffbot, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Web Content Orchestration — Extract structured metadata from any URL programmatically using AI models specialized for articles, products, and discussion threads
  • Knowledge Graph Intelligence — Query Diffbot's massive database of billions of entities using DQL to find organization firmographics, people profiles, and market signals
  • Entity Enrichment — Programmatically enhance person and company profiles using names or domains to maintain a high-fidelity database of leads and competitors
  • Analyze & Identify — Automatically detect the page type of any URL to apply the most accurate extraction model directly through your agent
  • Crawl Monitoring — List and monitor active crawling jobs and check your account usage and API status for instant operational reporting

The Diffbot MCP Server exposes 12 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 12 Diffbot tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to Diffbot through Vinkius, your AI agent gets direct access to every tool listed below — spanning knowledge-graph, data-extraction, machine-learning, 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.

analyze_page_type

Auto-detect page type

enhance_company_profile

Enrich company data

enhance_person_profile

Enrich person data

extract_article_data

Extract news/blog post

extract_forum_thread

Extract forum/comments

extract_images

Identify primary images

extract_product_data

Extract e-commerce info

extract_video_metadata

Identify embedded videos

get_api_status

Check connection

list_active_crawls

Check crawl status

search_knowledge_graph

g. type:Organization industries:"AI"). Query world entities

test_diffbot_auth

Verify credentials

Connect Diffbot to OpenAI Agents SDK via MCP

Follow these steps to wire Diffbot into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 12 tools from Diffbot

Why Use OpenAI Agents SDK with the Diffbot MCP Server

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

01

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

02

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

03

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

04

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

Diffbot + OpenAI Agents SDK Use Cases

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

01

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

02

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

03

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

04

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

Example Prompts for Diffbot in OpenAI Agents SDK

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

01

"Extract the main content from the article at 'https://vinkius.com/blog/mcp-standards'."

02

"Search for companies in 'San Francisco' with more than 1000 employees using DQL."

03

"Enhance the company profile for 'Vinkius' using domain 'vinkius.com'."

Troubleshooting Diffbot MCP Server with OpenAI Agents SDK

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

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

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

Diffbot + OpenAI Agents SDK FAQ

Common questions about integrating Diffbot MCP Server with OpenAI Agents SDK.

01

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.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.