Kissflow MCP Server for AutoGenGive AutoGen instant access to 9 tools to Get User Details, List Dataform Items, List Dataforms, and more
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Kissflow as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
Ask AI about this App Connector for AutoGen
The Kissflow app connector for AutoGen is a standout in the Productivity category — giving your AI agent 9 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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="kissflow_agent",
tools=tools,
system_message=(
"You help users with Kissflow. "
"9 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(main())
* 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 Kissflow MCP Server
Connect your Kissflow account to any AI agent and manage workflows through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Kissflow tools. Connect 9 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
- Process Management — List and inspect automated workflows and processes
- Request Tracking — Browse, create, and update requests within processes
- Form Access — View form fields and data schemas for each process
- Approval Monitoring — Track pending approvals and their status
- Data Access — Query process data with filters and pagination
The Kissflow MCP Server exposes 9 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.
All 9 Kissflow tools available for AutoGen
When AutoGen connects to Kissflow through Vinkius, your AI agent gets direct access to every tool listed below — spanning workflow-automation, process-management, low-code, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Essential for reviewing detailed profile information. Get details for a specific user
Use this to export or review collected form data. List entries within a dataform
Dataforms are used for data collection without complex workflow logic. List all dataforms
Essential for querying master data or reference tables. List records within a dataset
Datasets serve as central tables for master data management. List all datasets
Useful for managing access control. List user groups
Useful for tracking the progress of individual flow requests. List items within a process
Processes are used to manage multi-step business logic. List all workflow processes
Use this to identify user IDs and email addresses. List all Kissflow users
Connect Kissflow to AutoGen via MCP
Follow these steps to wire Kissflow into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install AutoGen
pip install "autogen-ext[mcp]"Replace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenIntegrate into workflow
Explore tools
Why Use AutoGen with the Kissflow MCP Server
AutoGen provides unique advantages when paired with Kissflow through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Kissflow tools to solve complex tasks
Role-based architecture lets you assign Kissflow 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 Kissflow tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Kissflow tool responses in an isolated environment
Kissflow + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Kissflow MCP Server delivers measurable value.
Collaborative analysis: one agent queries Kissflow while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Kissflow, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Kissflow data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Kissflow responses in a sandboxed execution environment
Example Prompts for Kissflow in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Kissflow immediately.
"Show all processes and pending approvals across workflows."
"Create a new purchase request and list recent expense reports."
"Show the form fields for Leave Approval and all active leave requests."
Troubleshooting Kissflow MCP Server with AutoGen
Common issues when connecting Kissflow to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Kissflow + AutoGen FAQ
Common questions about integrating Kissflow MCP Server with AutoGen.