JobProgress (Leap) MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add JobProgress (Leap) 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
Vinkius supports streamable HTTP and SSE.
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="jobprogress_leap_agent",
tools=tools,
system_message=(
"You help users with JobProgress (Leap). "
"10 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 JobProgress (Leap) MCP Server
Empower your AI agents with JobProgress's (now part of Leap) business management platform for contractors. This MCP server allows you to list and retrieve customers and jobs, track estimates and proposals, manage workflows and tasks, and view appointments directly through the JobProgress API. Ideal for automating construction and home improvement operations.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use JobProgress (Leap) 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.
The JobProgress (Leap) 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 JobProgress (Leap) to AutoGen via MCP
Follow these steps to integrate the JobProgress (Leap) 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 JobProgress (Leap) automatically
Why Use AutoGen with the JobProgress (Leap) MCP Server
AutoGen provides unique advantages when paired with JobProgress (Leap) through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use JobProgress (Leap) tools to solve complex tasks
Role-based architecture lets you assign JobProgress (Leap) 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 JobProgress (Leap) tool calls
Code execution sandbox: AutoGen agents can write and run code that processes JobProgress (Leap) tool responses in an isolated environment
JobProgress (Leap) + AutoGen Use Cases
Practical scenarios where AutoGen combined with the JobProgress (Leap) MCP Server delivers measurable value.
Collaborative analysis: one agent queries JobProgress (Leap) while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from JobProgress (Leap), a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using JobProgress (Leap) data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process JobProgress (Leap) responses in a sandboxed execution environment
JobProgress (Leap) MCP Tools for AutoGen (10)
These 10 tools become available when you connect JobProgress (Leap) to AutoGen via MCP:
get_customer
Returns addresses, project history, and custom metadata. Essential for deep intelligence on a customer before preparing estimates or jobs. Retrieves details for a specific customer
get_job
Returns project descriptions, cost estimates, and current stage in the workflow. Use this to analyze a project's progress or provide customer updates. Retrieves details for a specific job
list_appointments
Essential for managing the field service calendar. Lists all scheduled appointments
list_customers
Returns customer names, contact info, and IDs. Use this as the main starting point for customer management or finding a specific client. Lists all customers in JobProgress
list_estimates
Useful for auditing sales performance and identifying pending project approvals. Lists all job estimates
list_jobs
Includes job titles, status, and associated customer IDs. Use this to monitor the project pipeline and upcoming work. Lists all jobs in JobProgress
list_proposals
Useful for monitoring contract acceptance and sales conversions. Lists all job proposals
list_tasks
Essential for helping the user manage their daily to-do list. Lists all tasks
list_users
Useful for identifying assignees or sales reps. Lists all users in the organization
list_workflows
Useful for understanding business processes. Lists all configured workflows
Example Prompts for JobProgress (Leap) in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with JobProgress (Leap) immediately.
"List all active customers in JobProgress."
"Show me the details for job ID '123'."
"Check my appointments for today."
Troubleshooting JobProgress (Leap) MCP Server with AutoGen
Common issues when connecting JobProgress (Leap) to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"JobProgress (Leap) + AutoGen FAQ
Common questions about integrating JobProgress (Leap) 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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Connect JobProgress (Leap) to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.