How do I find my Baidu Analytics Token and Site ID?

Log in to the [Baidu Analytics Console](https://tongji.baidu.com/), navigate to [Management] -> [Site List] to find your numeric Site ID. The API Token is usually provided in the API settings or developer services section after account verification.

What metrics are supported in real-time queries?

Real-time tools provide access to Page Views (PV), Unique Visitors (UV), IP counts, and the current number of online users on your site.

Can I query data for specific dates?

Yes! Use the trend and metric tools with `start_date` and `end_date` in `YYYYMMDD` format. Your agent will retrieve the historical data for the requested period.

Baidu Analytics / 百度统计 MCP Server for OpenAI Agents SDK 8 tools — connect in under 2 minutes

Name: Baidu Analytics / 百度统计
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 Baidu Analytics / 百度统计 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="Baidu Analytics / 百度统计 Assistant",
            instructions=(
                "You help users interact with Baidu Analytics / 百度统计. "
                "You have access to 8 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Baidu Analytics / 百度统计"
        )
        print(result.final_output)

asyncio.run(main())

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About Baidu Analytics / 百度统计 MCP Server

Empower your AI agent to orchestrate your web analytics and visitor insights with Baidu Analytics (百度统计), the dominant traffic analysis platform in China. By connecting Baidu Analytics to your agent, you transform complex metric reporting, real-time visitor tracking, and source auditing into a natural conversation. Your agent can instantly retrieve site lists, query real-time PV/UV data, audit daily visitor trends, and generate custom performance reports without you ever needing to navigate the comprehensive Baidu Tongji Dashboard. Whether you are conducting a digital marketing audit or monitoring the performance of a new landing page, your agent acts as a real-time data coordinator, providing accurate results from a single, authorized source.

The OpenAI Agents SDK auto-discovers all 8 tools from Baidu Analytics / 百度统计 through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Baidu Analytics / 百度统计, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Site Orchestration — List all registered sites and verify target Site ID configurations for precise data access.
Real-time Auditing — Retrieve immediate visitor metrics including Page Views (PV), Unique Visitors (UV), and online user counts.
Trend Analysis — Audit daily traffic trends and high-level performance summaries for specific date ranges.
Performance Auditing — Query page rankings, geographic distributions, and traffic source details.
Custom Reporting — Execute advanced queries on site data using flexible API methods and metrics.

The Baidu Analytics / 百度统计 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 Baidu Analytics / 百度统计 to OpenAI Agents SDK via MCP

Follow these steps to integrate the Baidu Analytics / 百度统计 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 Baidu Analytics / 百度统计

Why Use OpenAI Agents SDK with the Baidu Analytics / 百度统计 MCP Server

OpenAI Agents SDK provides unique advantages when paired with Baidu Analytics / 百度统计 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

Baidu Analytics / 百度统计 + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Baidu Analytics / 百度统计 MCP Server delivers measurable value.

Automated workflows: build agents that query Baidu Analytics / 百度统计, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Baidu Analytics / 百度统计, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Baidu Analytics / 百度统计 tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Baidu Analytics / 百度统计 to resolve tickets, look up records, and update statuses without human intervention

Baidu Analytics / 百度统计 MCP Tools for OpenAI Agents SDK (8)

These 8 tools become available when you connect Baidu Analytics / 百度统计 to OpenAI Agents SDK via MCP:

get_daily_trend

Get daily traffic trend

get_geo_distribution

Get visitor geographic data

get_page_rankings

Get top visited pages

get_realtime_metrics

Get real-time statistics

get_source_data

g., search, direct). Get visitor sources

get_yesterday_overview

Get yesterday traffic summary

list_sites

List all analytics sites

query_custom_metrics

Execute custom report query

Example Prompts for Baidu Analytics / 百度统计 in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Baidu Analytics / 百度统计 immediately.

"Check the real-time visitor stats for my site."

"Show me the visitor trend for the last 7 days."

"List all sites in my Baidu Analytics account."

Troubleshooting Baidu Analytics / 百度统计 MCP Server with OpenAI Agents SDK

Common issues when connecting Baidu Analytics / 百度统计 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.

Baidu Analytics / 百度统计 + OpenAI Agents SDK FAQ

Common questions about integrating Baidu Analytics / 百度统计 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.