How do I find my LeanCloud App ID and Key?

Log in to your LeanCloud console, select your application, and go to [Settings] → [App Keys]. You will find your App ID, App Key, and Master Key there.

When do I need to use the Master Key?

The Master Key is required for administrative operations that bypass ACLs, such as listing all users, sending push notifications, or retrieving sensitive system metrics. It should be kept strictly confidential.

Can I query custom data classes?

Yes! Use the `list_objects` tool and provide the exact name of your data class. Your agent will retrieve the records according to your application's permissions.

LeanCloud MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: LeanCloud
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 LeanCloud 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="leancloud_agent",
            tools=tools,
            system_message=(
                "You help users with LeanCloud. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<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 LeanCloud MCP Server

Empower your AI agent to orchestrate your entire backend infrastructure with LeanCloud, the premier backend-as-a-service platform for modern developers. By connecting LeanCloud to your agent, you transform complex data modeling, user management, and notification delivery into a natural conversation. Your agent can instantly list data objects, retrieve detailed record metadata, manage user profiles, and even initiate push notifications without you ever needing to navigate the comprehensive LeanCloud console. Whether you are conducting a data audit or monitoring application usage, your agent acts as a real-time backend assistant, keeping your data accurate and your services responsive.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use LeanCloud 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

Data Orchestration — List and retrieve detailed information about objects in any of your LeanCloud data classes.
User Management — Browse and retrieve user profiles to audit your application's membership base.
Content Control — Create, update, and delete data objects programmatically through the agent interface.
File Auditing — Browse and list files uploaded to your application's cloud storage.
Push Notifications — Initiate and monitor push notification deliveries to engage your users instantly.

The LeanCloud 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 LeanCloud to AutoGen via MCP

Follow these steps to integrate the LeanCloud 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 LeanCloud automatically

Why Use AutoGen with the LeanCloud MCP Server

AutoGen provides unique advantages when paired with LeanCloud through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use LeanCloud tools to solve complex tasks

Role-based architecture lets you assign LeanCloud 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 LeanCloud tool calls

Code execution sandbox: AutoGen agents can write and run code that processes LeanCloud tool responses in an isolated environment

LeanCloud + AutoGen Use Cases

Practical scenarios where AutoGen combined with the LeanCloud MCP Server delivers measurable value.

Collaborative analysis: one agent queries LeanCloud while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from LeanCloud, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using LeanCloud data to make informed decisions about resource distribution

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

LeanCloud MCP Tools for AutoGen (10)

These 10 tools become available when you connect LeanCloud to AutoGen via MCP:

create_object

Create a new object

delete_object

Delete an object

get_app_stats

Get application statistics

get_object

Get object details

get_user

Get user details

list_files

List application files

list_objects

List objects in a class

list_users

List application users

push_notification

Send push notification

update_object

Update an object

Example Prompts for LeanCloud in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with LeanCloud immediately.

"List the last 5 objects in the 'GameScore' class."

"Show me all users in the application."

"Check the application statistics for today."

Troubleshooting LeanCloud MCP Server with AutoGen

Common issues when connecting LeanCloud to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

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

LeanCloud + AutoGen FAQ

Common questions about integrating LeanCloud 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 LeanCloud 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.