Loanpro MCP Server

A Model Context Protocol (MCP) server that exposes read-only access to LoanPro data via multiple transport protocols: HTTP, Server-Sent Events (SSE)

Local serverstdioGo

What is the Loanpro MCP server?

A Model Context Protocol (MCP) server that exposes read-only access to LoanPro data via multiple transport protocols: HTTP, Server-Sent Events (SSE), and stdio. The loanpro mcp server wraps that behind the Model Context Protocol, so an assistant can use it through 9 defined tools rather than through you.

What it actually does

  • Multiple Transport Protocols — HTTP, SSE, and stdio support
  • Read-only LoanPro Integration — Secure access to loan and customer data
  • Comprehensive Financial Data — Balances, payments, status, and payment history
  • Modular Architecture — Clean separation of concerns with dedicated packages
  • MCP-Compliant — Full Model Context Protocol implementation
  • Built with Go — High performance and reliability

Its toolset

Everything the assistant can do here goes through one of these:

  • get_loan — Retrieve comprehensive loan information by ID including balances, payment schedules, and customer details
  • search_loans — The search_loans tool exposed by this server
  • get_customer — The get_customer tool exposed by this server
  • search_customers — The search_customers tool exposed by this server
  • get_loan_payments — The get_loan_payments tool exposed by this server
  • get_loan_transactions — Get detailed transaction history for a loan including payments, charges, credits, and adjustments
  • Mocking — Tests use mock implementations to avoid external dependencies: - MockLoanProClient - Simulates LoanPro API responses - MockMCPHandler - Simulates MCP
  • Prerequisites — The Prerequisites tool exposed by this server
  • Examples — The Examples tool exposed by this server

Configuration

You will need 3 environment variables: LOANPRO_API_URL, LOANPRO_API_KEY, LOANPRO_TENANT_ID. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.

  • Go 1.21 or later - Optional: golangci-lint for linting - Optional: gosec for security scanning

Adding it to your client

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.

When to reach for it

Among the payments and commerce options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. Loanpro's toolset — get_loan, search_loans, get_customer and 6 more — is a fair guide to whether it matches your workflow. It is maintained by MiloCreditPlatform; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Loanpro's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Caveats

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • With 9 tools registered it takes up a noticeable share of the context window; turn it off in projects that never touch Loanpro.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • MCP clients confirm each tool call by default. Leave that on until you have watched what the loanpro mcp server does with a few real requests.

Available tools

ToolWhat it does
get_loanRetrieve comprehensive loan information by ID including balances, payment schedules, and customer details.
search_loansThe search_loans tool exposed by this server.
get_customerThe get_customer tool exposed by this server.
search_customersThe search_customers tool exposed by this server.
get_loan_paymentsThe get_loan_payments tool exposed by this server.
get_loan_transactionsGet detailed transaction history for a loan including payments, charges, credits, and adjustments.
MockingTests use mock implementations to avoid external dependencies: - MockLoanProClient - Simulates LoanPro API responses - MockMCPHandler - Simulates MCP protocol handling - Interface-based design enables easy testing and de
PrerequisitesThe Prerequisites tool exposed by this server.
ExamplesThe Examples tool exposed by this server.

How to install the Loanpro MCP server

For Go source:
```json
{
  "mcpServers": {
    "loanpro": {
      "command": "go",
      "args": ["run", ".", "--transport=stdio"],
      "cwd": "/path/to/loanpro-mcp-server",
      "env": {
        "LOANPRO_API_URL": "https://your-loanpro-instance.com/api",
        "LOANPRO_API_KEY": "your_api_key",
        "LOANPRO_TENANT_ID": "your_tenant_id"
      }
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

  • Go 1.21 or later - Optional: golangci-lint for linting - Optional: gosec for security scanning
VariableDescriptionRequired
LOANPRO_API_URLEndpoint or connection string the server talks to.Yes
LOANPRO_API_KEYCredential the server authenticates with.Yes
LOANPRO_TENANT_IDConfiguration value read at startup.Optional

Example prompts to try

  • Use Loanpro to get loan.
  • Use Loanpro to search loans.
  • Use Loanpro to get customer.

Frequently asked questions

It connects Loanpro to MCP-compatible AI assistants such as Claude and Cursor, exposing 9 tools (get_loan, search_loans, get_customer, and more) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Loanpro directly.