How do I find my JingDigital App ID and Secret?

Log in to your JingDigital administration portal, navigate to the [Developer Center] or [Application Management] section, and you will find your unique App ID and App Secret for API access.

Can I see interaction histories through this server?

Yes. Use the `list_events` tool to retrieve historical behavioral and tracking data for your contacts. This is essential for auditing engagement and understanding the customer journey.

Is it possible to monitor automation workflows?

Yes! You can use the `list_workflows` tool to see all your marketing automation flows and identify which ones are currently active or pending.

JingDigital MCP Server for Pydantic AI 10 tools — connect in under 2 minutes

Name: JingDigital
Availability: InStock
Author: Vinkius

ai.pydantic.dev/mcp

Built by Vinkius GDPR 10 Tools SDK

Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect JingDigital through the Vinkius and every tool is automatically validated against Pydantic schemas — catch errors at build time, not in production.

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 pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")

    agent = Agent(
        model="openai:gpt-4o",
        mcp_servers=[server],
        system_prompt=(
            "You are an assistant with access to JingDigital "
            "(10 tools)."
        ),
    )

    result = await agent.run(
        "What tools are available in JingDigital?"
    )
    print(result.data)

asyncio.run(main())

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High SecurityEnterprise-grade

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<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 JingDigital MCP Server

Empower your AI agent to orchestrate your marketing operations within the WeChat ecosystem with JingDigital, the leading customer engagement platform for China. By connecting JingDigital to your agent, you transform complex customer segmentation, campaign tracking, and WeChat workflow management into a natural conversation. Your agent can instantly list CRM contacts, retrieve detailed profile information, monitor marketing campaigns, and even provide account-wide statistics without you ever needing to navigate the comprehensive web interface. Whether you are managing high-volume customer inquiries or complex automation flows, your agent acts as a real-time marketing assistant, keeping your data accurate and your engagement moving.

Pydantic AI validates every JingDigital tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through the Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code — full type safety, structured output guarantees, and dependency injection for testable agents.

What you can do

Contact Orchestration — List and retrieve detailed information about your CRM contacts and followers.
Campaign Management — Browse active marketing campaigns and retrieve detailed performance metadata.
Workflow Monitoring — List and audit automation workflows to ensure your marketing logic is operating correctly.
Asset Control — Browse your digital asset library and identify resources for use in your campaigns.
Performance Insights — Retrieve high-level statistics on account performance and engagement levels.

The JingDigital MCP Server exposes 10 tools through the Vinkius. Connect it to Pydantic AI 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 JingDigital to Pydantic AI via MCP

Follow these steps to integrate the JingDigital MCP Server with Pydantic AI.

Install Pydantic AI

Run pip install pydantic-ai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the agent

Save to agent.py and run: python agent.py

Explore tools

The agent discovers 10 tools from JingDigital with type-safe schemas

Why Use Pydantic AI with the JingDigital MCP Server

Pydantic AI provides unique advantages when paired with JingDigital through the Model Context Protocol.

Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application

Model-agnostic architecture — switch between OpenAI, Anthropic, or Gemini without changing your JingDigital integration code

Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors

Dependency injection system cleanly separates your JingDigital connection logic from agent behavior for testable, maintainable code

JingDigital + Pydantic AI Use Cases

Practical scenarios where Pydantic AI combined with the JingDigital MCP Server delivers measurable value.

Type-safe data pipelines: query JingDigital with guaranteed response schemas, feeding validated data into downstream processing

API orchestration: chain multiple JingDigital tool calls with Pydantic validation at each step to ensure data integrity end-to-end

Production monitoring: build validated alert agents that query JingDigital and output structured, schema-compliant notifications

Testing and QA: use Pydantic AI's dependency injection to mock JingDigital responses and write comprehensive agent tests

JingDigital MCP Tools for Pydantic AI (10)

These 10 tools become available when you connect JingDigital to Pydantic AI via MCP:

create_contact

Create a new contact

get_account_info

Get account metadata

get_campaign

Get campaign details

get_contact

Get contact details

get_stats

Get account statistics

list_assets

) in the library. List marketing assets

list_campaigns

List marketing campaigns

list_contacts

List CRM contacts

list_events

List tracking events

list_workflows

List automation workflows

Example Prompts for JingDigital in Pydantic AI

Ready-to-use prompts you can give your Pydantic AI agent to start working with JingDigital immediately.

"List all CRM contacts from JingDigital."

"Show me the performance stats for the last 30 days."

"Check the status of campaign 'Summer-Promo-2026'."

Troubleshooting JingDigital MCP Server with Pydantic AI

Common issues when connecting JingDigital to Pydantic AI through the Vinkius, and how to resolve them.

MCPServerHTTP not found

Update: pip install --upgrade pydantic-ai

JingDigital + Pydantic AI FAQ

Common questions about integrating JingDigital MCP Server with Pydantic AI.

How does Pydantic AI discover MCP tools?

Create an MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.

Does Pydantic AI validate MCP tool responses?

Yes. When you define result types as Pydantic models, every tool response is validated against the schema. Invalid data raises a clear error instead of silently corrupting your pipeline.

Can I switch LLM providers without changing MCP code?

Absolutely. Pydantic AI abstracts the model layer — your JingDigital MCP integration works identically with OpenAI, Anthropic, Google, or any supported provider.