How do I trigger an automated credit decision?

Use the `submit_loan_application` tool with the unique application ID. This will trigger the rules-based or AI-driven decision engine configured in your LendAPI account.

Can I search for valid values for specific fields like 'purpose'?

Yes, the `get_lendapi_picklists` tool allows you to retrieve the full list of allowed values for various metadata fields, ensuring your application data is compliant.

Is it possible to manage borrower profiles via the agent?

Absolutely. You can list all borrowers, retrieve detailed profile information, and create new borrower records using the specific borrower tools provided.

LendAPI MCP Server for AutoGen 8 tools — connect in under 2 minutes

Name: LendAPI
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add LendAPI 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

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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="lendapi_agent",
            tools=tools,
            system_message=(
                "You help users with LendAPI. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 LendAPI MCP Server

Connect your LendAPI account to any AI agent to automate your loan origination and management workflows. This MCP server enables your agent to interact with borrower profiles, manage loan applications, and trigger automated credit decisioning directly from natural language interfaces.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use LendAPI tools. Connect 8 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

Borrower Oversight — List and retrieve detailed profiles for all registered borrowers in your system
Application Lifecycle — List, retrieve, and create loan application drafts while monitoring their current status
Credit Decisioning — Submit applications for automated credit review and trigger AI/ML risk assessments
Data Standardization — Retrieve valid picklist values for purposes, industries, and asset types to ensure data quality
Onboarding Automation — Create new borrower records and manage their associated loan requests seamlessly

The LendAPI MCP Server exposes 8 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 LendAPI to AutoGen via MCP

Follow these steps to integrate the LendAPI 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 8 tools from LendAPI automatically

Why Use AutoGen with the LendAPI MCP Server

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

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

Role-based architecture lets you assign LendAPI 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 LendAPI tool calls

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

LendAPI + AutoGen Use Cases

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

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

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

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

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

LendAPI MCP Tools for AutoGen (8)

These 8 tools become available when you connect LendAPI to AutoGen via MCP:

create_loan_application

Requires a JSON body with application details. Create a new loan application

create_new_borrower

Requires a JSON body with profile details. Create a new borrower profile

get_application_details

Get details for a specific loan application

get_borrower_details

Get details for a specific borrower

get_lendapi_picklists

Retrieve valid picklist values for metadata fields

list_borrowers

List all borrower profiles

list_loan_applications

List all loan applications

submit_loan_application

Submit a loan application for decisioning

Example Prompts for LendAPI in AutoGen

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

"List all borrowers in my LendAPI account."

"Show details for loan application ID 'APP-12345'."

"Submit application 'APP-12345' for a final credit decision."

Troubleshooting LendAPI MCP Server with AutoGen

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

McpWorkbench not found

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

LendAPI + AutoGen FAQ

Common questions about integrating LendAPI 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 LendAPI 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.