How do I find my WeChat AppID and Secret?

Log in to the [WeChat Official Accounts Platform](https://mp.weixin.qq.com/), navigate to [Settings] -> [Development] -> [Basic Configuration] to find your unique AppID and generate your AppSecret.

An OpenID is a unique identifier for a specific user relative to your Official Account. It is required for most user-specific operations like sending messages or retrieving profiles.

Can I send messages to anyone?

Custom messages can only be sent to users who have interacted with your account in the last 48 hours. Template messages can be sent at any time but must follow specific structured formats and use-cases defined by WeChat.

WeChat Official Accounts / 微信公众号 MCP Server for CrewAI 10 tools — connect in under 2 minutes

Name: WeChat Official Accounts / 微信公众号
Availability: InStock
Author: Vinkius

docs.crewai.com/mcp/overview

Built by Vinkius GDPR 10 Tools Framework

Connect your CrewAI agents to WeChat Official Accounts / 微信公众号 through the Vinkius — pass the Edge URL in the `mcps` parameter and every WeChat Official Accounts / 微信公众号 tool is auto-discovered at runtime. No credentials to manage, no infrastructure to maintain.

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python

from crewai import Agent, Task, Crew

agent = Agent(
    role="WeChat Official Accounts / 微信公众号 Specialist",
    goal="Help users interact with WeChat Official Accounts / 微信公众号 effectively",
    backstory=(
        "You are an expert at leveraging WeChat Official Accounts / 微信公众号 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 WeChat Official Accounts / 微信公众号 "
        "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 WeChat Official Accounts / 微信公众号 MCP Server

Empower your AI agent to orchestrate your social ecosystem and subscriber engagement with WeChat Official Accounts (微信公众号), the dominant communication platform in China. By connecting WeChat to your agent, you transform complex user management, template-based broadcasting, and menu orchestration into a natural conversation. Your agent can instantly retrieve subscriber profiles, send direct customer service messages, publish custom navigation menus, and audit permanent materials without you ever needing to navigate the comprehensive WeChat MP portal. Whether you are automating customer support or coordinating a content marketing blast, your agent acts as a real-time social operations assistant, providing accurate and reliable results from a single, unified source.

When paired with CrewAI, WeChat Official Accounts / 微信公众号 becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call WeChat Official Accounts / 微信公众号 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

Subscriber Orchestration — Retrieve detailed user profiles, list subscribers, and manage user segments using OpenIDs.
Messaging Control — Send direct custom text messages or structured template alerts to your followers.
Menu Management — Create, retrieve, and delete custom navigation menus for your official account interface.
Material Auditing — Browse permanent media assets and news articles stored in your material library.
Operational Insights — Monitor material counts and account connectivity status to ensure system-wide reliability.

The WeChat Official Accounts / 微信公众号 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 WeChat Official Accounts / 微信公众号 to CrewAI via MCP

Follow these steps to integrate the WeChat Official Accounts / 微信公众号 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 WeChat Official Accounts / 微信公众号

Why Use CrewAI with the WeChat Official Accounts / 微信公众号 MCP Server

CrewAI Multi-Agent Orchestration Framework provides unique advantages when paired with WeChat Official Accounts / 微信公众号 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

WeChat Official Accounts / 微信公众号 + CrewAI Use Cases

Practical scenarios where CrewAI combined with the WeChat Official Accounts / 微信公众号 MCP Server delivers measurable value.

Automated multi-step research: a reconnaissance agent queries WeChat Official Accounts / 微信公众号 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 WeChat Official Accounts / 微信公众号, analyzes trends over time, and generates executive briefings in markdown or PDF format

Multi-source enrichment pipelines: chain WeChat Official Accounts / 微信公众号 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 WeChat Official Accounts / 微信公众号 against predefined policy rules, generates deviation reports, and routes findings to the appropriate team

WeChat Official Accounts / 微信公众号 MCP Tools for CrewAI (10)

These 10 tools become available when you connect WeChat Official Accounts / 微信公众号 to CrewAI via MCP:

create_custom_menu

Create custom menu

delete_custom_menu

Delete custom menu

get_account_status

Check account connectivity

get_custom_menu

Retrieve custom menu

get_material_count

Get material totals

get_user_info

Get user profile information

list_articles

List permanent articles

list_users

List subscribers

send_custom_text

Send custom text message

send_template_message

Send template message

Example Prompts for WeChat Official Accounts / 微信公众号 in CrewAI

Ready-to-use prompts you can give your CrewAI agent to start working with WeChat Official Accounts / 微信公众号 immediately.

"Get the profile for user with OpenID 'o88210934...'."

"Show me the current custom menu for our account."

"Send a template message to 'o992018...' using template ID 'TEMP_8821'."

Troubleshooting WeChat Official Accounts / 微信公众号 MCP Server with CrewAI

Common issues when connecting WeChat Official Accounts / 微信公众号 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.

WeChat Official Accounts / 微信公众号 + CrewAI FAQ

Common questions about integrating WeChat Official Accounts / 微信公众号 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.