DataForSEO 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 DataForSEO 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="DataForSEO Assistant",
instructions=(
"You help users interact with DataForSEO. "
"You have access to 10 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from DataForSEO"
)
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 DataForSEO MCP Server
Connect your DataForSEO account to any AI agent and take full control of your search engine marketing and data research workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 10 tools from DataForSEO through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries DataForSEO, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Organic SERP Auditing — List 100+ deep positional stats for Google, Bing, Yahoo, Yandex, and Baidu to identify topical authority and ranking limits
- Google Maps Navigation — Analyze local GMB 3-pack nodes down to exact GPS review coordinates and verify local business discoverability
- Real-Time News Monitoring — Retrieve explicitly fresh PR and syndicated publication stamps from Google News, bypassing standard cache strictly
- Visual Search Discovery — Index purely visual array vectors matching exact keywords from Google Images to monitor brand visual footprints
- Amazon Retail Insights — Capture live Price, BSR (Best Sellers Rank), and Prime Stock variables natively by ASIN to audit e-commerce competition
- Geographic Precision — Specify exact map location strings (e.g., 'London, England') to retrieve localized search results and regional ranking differentials
The DataForSEO 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 DataForSEO to OpenAI Agents SDK via MCP
Follow these steps to integrate the DataForSEO 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 DataForSEO
Why Use OpenAI Agents SDK with the DataForSEO MCP Server
OpenAI Agents SDK provides unique advantages when paired with DataForSEO 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
DataForSEO + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the DataForSEO MCP Server delivers measurable value.
Automated workflows: build agents that query DataForSEO, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries DataForSEO, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through DataForSEO tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query DataForSEO to resolve tickets, look up records, and update statuses without human intervention
DataForSEO MCP Tools for OpenAI Agents SDK (10)
These 10 tools become available when you connect DataForSEO to OpenAI Agents SDK via MCP:
amazon_asin
Identify precise active arrays spanning native Hold parsing
baidu_organic
` parsing CN exact local search features excluding un-indexed subsets. Identify precise active arrays spanning native Gateway auth
bing_organic
` tracking Microsoft Graph differentials against the main Google DB natively. Irreversibly vaporize explicit validations extracting rich Churn flags
google_images
Retrieve explicit Cloud logging tracing explicit Vault limits
google_maps
Perform structural extraction of properties driving active Account logic
google_news
Provision a highly-available JSON Payload generating hard Customer bindings
google_organic
Identify bounded CRM records inside the Headless DataForSEO Platform
yahoo_organic
` identifying Legacy SERP positions across regional domains specifically. Enumerate explicitly attached structured rules exporting active Billing
yandex_organic
` resolving top ranking CIS regional indexes fully decoupled from western rules. Dispatch an automated validation check routing explicit Gateway history
youtube_organic
` returning direct streaming video rankings and exact metadata counts. Inspect deep internal arrays mitigating specific Plan Math
Example Prompts for DataForSEO in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with DataForSEO immediately.
"Get Google organic results for 'best CRM software' in the United States"
"Show me the top 3 businesses on Google Maps for 'Italian Restaurant' in London"
"Get Amazon price and BSR for ASIN 'B08N5KWB9H' in the UK"
Troubleshooting DataForSEO MCP Server with OpenAI Agents SDK
Common issues when connecting DataForSEO to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
DataForSEO + OpenAI Agents SDK FAQ
Common questions about integrating DataForSEO 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 DataForSEO 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 DataForSEO to OpenAI Agents SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.