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 CrewAI 10 tools — connect in under 2 minutes

Name: JingDigital
Availability: InStock
Author: Vinkius

docs.crewai.com/mcp/overview

Built by Vinkius GDPR 10 Tools Framework

Connect your CrewAI agents to JingDigital through the Vinkius — pass the Edge URL in the `mcps` parameter and every JingDigital tool is auto-discovered at runtime. No credentials to manage, no infrastructure to maintain.

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

from crewai import Agent, Task, Crew

agent = Agent(
    role="JingDigital Specialist",
    goal="Help users interact with JingDigital effectively",
    backstory=(
        "You are an expert at leveraging JingDigital tools "
        "for automation and data analysis."
    ),
    # Your Vinkius token — get it at cloud.vinkius.com
    mcps=["https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"],
)

task = Task(
    description=(
        "Explore all available tools in JingDigital "
        "and summarize their capabilities."
    ),
    agent=agent,
    expected_output=(
        "A detailed summary of 10 available tools "
        "and what they can do."
    ),
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

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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.

When paired with CrewAI, JingDigital becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call JingDigital tools autonomously — one agent queries data, another analyzes results, a third compiles reports — all orchestrated through the Vinkius with zero configuration overhead.

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 CrewAI 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 CrewAI via MCP

Follow these steps to integrate the JingDigital MCP Server with CrewAI.

Install CrewAI

Run pip install crewai

Replace the token

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

Customize the agent

Adjust the role, goal, and backstory to fit your use case

Run the crew

Run python crew.py — CrewAI auto-discovers 10 tools from JingDigital

Why Use CrewAI with the JingDigital MCP Server

CrewAI Multi-Agent Orchestration Framework provides unique advantages when paired with JingDigital through the Model Context Protocol.

Multi-agent collaboration lets you decompose complex workflows into specialized roles — one agent researches, another analyzes, a third generates reports — each with access to MCP tools

CrewAI's native MCP integration requires zero adapter code: pass the Vinkius Edge URL directly in the `mcps` parameter and agents auto-discover every available tool at runtime

Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls

Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports

JingDigital + CrewAI Use Cases

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

Automated multi-step research: a reconnaissance agent queries JingDigital for raw data, then a second analyst agent cross-references findings and flags anomalies — all without human handoff

Scheduled intelligence reports: set up a crew that periodically queries JingDigital, analyzes trends over time, and generates executive briefings in markdown or PDF format

Multi-source enrichment pipelines: chain JingDigital tools with other MCP servers in the same crew, letting agents correlate data across multiple providers in a single workflow

Compliance and audit automation: a compliance agent queries JingDigital against predefined policy rules, generates deviation reports, and routes findings to the appropriate team

JingDigital MCP Tools for CrewAI (10)

These 10 tools become available when you connect JingDigital to CrewAI 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 CrewAI

Ready-to-use prompts you can give your CrewAI 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 CrewAI

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

MCP tools not discovered

Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts — check console output.

Agent not using tools

Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".

Timeout errors

CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.

Rate limiting or 429 errors

The Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.

JingDigital + CrewAI FAQ

Common questions about integrating JingDigital MCP Server with CrewAI.

How does CrewAI discover and connect to MCP tools?

CrewAI connects to MCP servers lazily — when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.

Can different agents in the same crew use different MCP servers?

Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.

What happens when an MCP tool call fails during a crew run?

CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.

Can CrewAI agents call multiple MCP tools in parallel?

CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.

Can I run CrewAI crews on a schedule (cron)?

Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.