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.

How can I retrieve a user's phone number?

First, use the `getPhoneNumber` capability in your mini-program frontend to obtain a code. Then, pass that code to the `get_phone_number` tool in this server to retrieve the verified mobile number.

What is the difference between standard and unlimited QR codes?

Standard QR codes (up to 100,000) are mapped to a specific path. Unlimited QR codes (scene-based) use a scene string to pass parameters and have no creation limit, making them ideal for large-scale marketing.

WeChat Mini-Programs / 微信小程序 MCP Server for CrewAI 10 tools — connect in under 2 minutes

Name: WeChat Mini-Programs / 微信小程序
Availability: InStock
Author: Vinkius

docs.crewai.com/mcp/overview

Built by Vinkius GDPR 10 Tools Framework

Connect your CrewAI agents to WeChat Mini-Programs / 微信小程序 through the Vinkius — pass the Edge URL in the `mcps` parameter and every WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序 Specialist",
    goal="Help users interact with WeChat Mini-Programs / 微信小程序 effectively",
    backstory=(
        "You are an expert at leveraging WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序 "
        "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 Mini-Programs / 微信小程序 MCP Server

Empower your AI agent to orchestrate your mini-app operations and subscriber engagement with WeChat Mini-Programs (微信小程序), the dominant application platform in China. By connecting WeChat to your agent, you transform complex session management, phone number retrieval, and subscriber messaging into a natural conversation. Your agent can instantly exchange login codes for sessions, retrieve verified user phone numbers, generate unlimited scene QR codes, and audit content security without you ever needing to navigate the comprehensive WeChat MP portal. Whether you are automating user onboarding or coordinating a targeted notification blast, your agent acts as a real-time mini-app operations assistant, providing accurate and reliable results from a single, unified source.

When paired with CrewAI, WeChat Mini-Programs / 微信小程序 becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call WeChat Mini-Programs / 微信小程序 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

Session Orchestration — Exchange login codes for user OpenIDs, UnionIDs, and session keys for seamless authentication.
User Data Insights — Retrieve verified user phone numbers and audit subscriber profiles through secure API calls.
Messaging Control — Send structured subscribe messages and manage delivery status for your mini-program users.
QR Code Management — Generate unlimited scene-based QR codes and standard path codes for user acquisition.
Security Auditing — Perform real-time content security checks on text and images to ensure platform compliance.

The WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序 to CrewAI via MCP

Follow these steps to integrate the WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序

Why Use CrewAI with the WeChat Mini-Programs / 微信小程序 MCP Server

CrewAI Multi-Agent Orchestration Framework provides unique advantages when paired with WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序 + CrewAI Use Cases

Practical scenarios where CrewAI combined with the WeChat Mini-Programs / 微信小程序 MCP Server delivers measurable value.

Automated multi-step research: a reconnaissance agent queries WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序, analyzes trends over time, and generates executive briefings in markdown or PDF format

Multi-source enrichment pipelines: chain WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序 against predefined policy rules, generates deviation reports, and routes findings to the appropriate team

WeChat Mini-Programs / 微信小程序 MCP Tools for CrewAI (10)

These 10 tools become available when you connect WeChat Mini-Programs / 微信小程序 to CrewAI via MCP:

code_to_session

generate_standard_qrcode

Generate standard QR code

generate_unlimited_qrcode

Generate unlimited QR code

get_account_status

Check account connectivity

get_daily_summary

Get daily summary trend

get_phone_number

Get user phone number

get_visit_page_trend

Get visit page trend

image_security_check

Check image for sensitive content

message_security_check

Check text for sensitive content

send_subscribe_message

Send subscribe message

Example Prompts for WeChat Mini-Programs / 微信小程序 in CrewAI

Ready-to-use prompts you can give your CrewAI agent to start working with WeChat Mini-Programs / 微信小程序 immediately.

"Exchange login code '0138...' for a user session."

"Send a subscribe message to 'o992018...' with template ID 'TEMP_8821'."

"Generate an unlimited QR code for scene 'referral_8821' on page 'pages/index/index'."

Troubleshooting WeChat Mini-Programs / 微信小程序 MCP Server with CrewAI

Common issues when connecting WeChat Mini-Programs / 微信小程序 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 Mini-Programs / 微信小程序 + CrewAI FAQ

Common questions about integrating WeChat Mini-Programs / 微信小程序 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.