ToolJet MCP Server for AutoGenGive AutoGen instant access to 4 tools to Insert Row, List Tables, Query Table, and more
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add ToolJet as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
Ask AI about this MCP Server for AutoGen
The ToolJet MCP Server for AutoGen is a standout in the Developer Tools category — giving your AI agent 4 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="tooljet_agent",
tools=tools,
system_message=(
"You help users with ToolJet. "
"4 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 ToolJet MCP Server
Connect your ToolJet workspace to any AI agent to interact with your internal databases and automate business logic through natural language.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use ToolJet tools. Connect 4 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
- Database Exploration — List all available tables within your ToolJet Database to understand your data structure.
- Advanced Querying — Execute SQL SELECT queries on your tables to retrieve specific records, filter data, and generate insights.
- Data Entry — Insert new rows into your database tables directly from the chat interface using structured JSON data.
- Workflow Automation — Trigger complex ToolJet Workflows via webhooks, passing custom payloads to start automated business processes.
The ToolJet MCP Server exposes 4 tools through the Vinkius. Connect it to AutoGen in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 4 ToolJet tools available for AutoGen
When AutoGen connects to ToolJet through Vinkius, your AI agent gets direct access to every tool listed below — spanning low-code, internal-tools, sql-query, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Insert row on ToolJet
Insert a new row into a ToolJet Database table
List tables on ToolJet
List all tables in the ToolJet Database
Query table on ToolJet
Use this for reading data (SELECT). Perform a SQL query on a ToolJet Database table
Trigger workflow on ToolJet
Trigger a ToolJet Workflow via Webhook
Connect ToolJet to AutoGen via MCP
Follow these steps to wire ToolJet into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind 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 ToolJet MCP Server
AutoGen provides unique advantages when paired with ToolJet through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use ToolJet tools to solve complex tasks
Role-based architecture lets you assign ToolJet 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 ToolJet tool calls
Code execution sandbox: AutoGen agents can write and run code that processes ToolJet tool responses in an isolated environment
ToolJet + AutoGen Use Cases
Practical scenarios where AutoGen combined with the ToolJet MCP Server delivers measurable value.
Collaborative analysis: one agent queries ToolJet while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from ToolJet, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using ToolJet data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process ToolJet responses in a sandboxed execution environment
Example Prompts for ToolJet in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with ToolJet immediately.
"List all the tables available in my ToolJet Database."
"Run a query to find all orders with a status of 'pending' in organization 'org_123'."
"Trigger the workflow 'wf_987' with the payload {"user_id": "123", "action": "reset"}."
Troubleshooting ToolJet MCP Server with AutoGen
Common issues when connecting ToolJet to AutoGen through Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"ToolJet + AutoGen FAQ
Common questions about integrating ToolJet MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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