How do I find my Qichacha App Key and Secret?

Log in to the [Qichacha OpenAPI Platform](https://openapi.qcc.com/), go to [Console] -> [My Interfaces], and you will find your unique App Key and Secret Key there.

Is there a limit to the search queries?

The search limits depend on your Qichacha OpenAPI subscription plan. You can use the `get_account_status` tool to check your current balance and usage limits.

Can I check risk information for multiple companies?

Yes. You can use the `list_risks` tool sequentially for different company names to retrieve risk indicators and court cases for each enterprise.

Qichacha / 企查查 MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Qichacha / 企查查
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Qichacha / 企查查 as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="qichacha_agent",
            tools=tools,
            system_message=(
                "You help users with Qichacha / 企查查. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

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 Qichacha / 企查查 MCP Server

Empower your AI agent to orchestrate your business intelligence and due diligence with Qichacha (企查查), the premier enterprise data platform in China. By connecting Qichacha to your agent, you transform complex industrial research, ownership auditing, and risk monitoring into a natural conversation. Your agent can instantly search for companies, retrieve detailed registration metadata, browse shareholder structures, and monitor industrial abnormalities without you ever needing to navigate the comprehensive Qichacha portal. Whether you are conducting B2B lead research or auditing potential partners, your agent acts as a real-time business intelligence assistant, keeping your data accurate and your decisions informed.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Qichacha / 企查查 tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Enterprise Orchestration — Fuzzy search for companies and retrieve detailed basic and industrial metadata.
Ownership Auditing — Browse shareholder lists and outward investments to identify corporate structures.
Personnel Monitoring — List main staff and executives to identify key decision-makers within an enterprise.
Risk Management — Retrieve risk indicators, court cases, and industrial abnormalities for any registered company.
IP Tracking — Browse registered trademarks, patents, and copyrights to audit intellectual property assets.

The Qichacha / 企查查 MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen 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 Qichacha / 企查查 to AutoGen via MCP

Follow these steps to integrate the Qichacha / 企查查 MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from Qichacha / 企查查 automatically

Why Use AutoGen with the Qichacha / 企查查 MCP Server

AutoGen provides unique advantages when paired with Qichacha / 企查查 through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Qichacha / 企查查 tools to solve complex tasks

Role-based architecture lets you assign Qichacha / 企查查 tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Qichacha / 企查查 tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Qichacha / 企查查 tool responses in an isolated environment

Qichacha / 企查查 + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Qichacha / 企查查 MCP Server delivers measurable value.

Collaborative analysis: one agent queries Qichacha / 企查查 while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Qichacha / 企查查, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Qichacha / 企查查 data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Qichacha / 企查查 responses in a sandboxed execution environment

Qichacha / 企查查 MCP Tools for AutoGen (10)

These 10 tools become available when you connect Qichacha / 企查查 to AutoGen via MCP:

fuzzy_search

Enterprise fuzzy search

get_account_status

Get OpenAPI account status

get_basic_info

Get enterprise basic info

get_full_details

Get full enterprise details

list_branches

List company branches

list_investments

List outward investments

list_ip

List intellectual property

list_risks

List enterprise risk info

list_shareholders

List company shareholders

list_staff

List main staff/executives

Example Prompts for Qichacha / 企查查 in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Qichacha / 企查查 immediately.

"Search for companies named 'Xiaomi' in Qichacha."

"Show me the shareholder structure for 'Tencent'."

"Check for any risk information regarding 'Ant Group'."

Troubleshooting Qichacha / 企查查 MCP Server with AutoGen

Common issues when connecting Qichacha / 企查查 to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Qichacha / 企查查 + AutoGen FAQ

Common questions about integrating Qichacha / 企查查 MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Qichacha / 企查查 tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.