---
title: "MCP Server"
description: "Deploy an MCP server that lets LLMs query your enterprise databases through standardized, secure API endpoints with full governance, audit logs, and on‑premises control."
url: "https://www.dreamfactory.com/use-cases/mcp-server"
---

Use Case

# MCP Server  
for Local & Enterprise LLMs

Deploy a Model Context Protocol server that lets LLMs query your enterprise databases through standardized, secure API endpoints — with full governance, audit logs, and on‑premises control.

[Book a Demo](https://www.dreamfactory.com/demo) [View Pricing](https://www.dreamfactory.com/pricing) 

## What is an MCP server for enterprise data?

A Model Context Protocol (MCP) server gives LLMs a standardized, governed way to query enterprise systems instead of connecting directly to your databases. DreamFactory generates one from your existing databases in minutes: each MCP query is authenticated against your identity provider, authorized through role-based access control, and logged in full for compliance.

Because DreamFactory is self-hosted, the MCP server runs inside your network — data and credentials never leave your infrastructure, and air-gapped deployment is supported for regulated environments.

## Why DreamFactory

### Standards‑Based MCP

Connect any MCP‑compatible LLM (Claude, GPT, Llama, Gemini) to your data without custom integration code.

### Identity Passthrough

Every MCP query is authenticated and authorized against your existing identity provider.

### Any Database

Expose SQL Server, PostgreSQL, MySQL, Snowflake, and 20+ data sources as MCP endpoints instantly.

### Comprehensive Audit

Every LLM‑to‑database query is logged with full context — perfect for compliance teams.

### On‑Premises Control

Run the MCP server inside your network. Data and credentials never leave your infrastructure.

### Zero Custom Code

Generate the MCP server config from your existing databases in minutes, not weeks.

By Industry

## MCP Server by Industry

### Healthcare

MCP Server for Clinical Data Access

[Learn more →](https://www.dreamfactory.com/use-cases/healthcare) 

### Financial Services

MCP Server for Financial Data

[Learn more →](https://www.dreamfactory.com/use-cases/financial-services) 

### Government

MCP Server for Government Data

[Learn more →](https://www.dreamfactory.com/use-cases/government) 

### Manufacturing

MCP Server for Manufacturing Data

[Learn more →](https://www.dreamfactory.com/use-cases/manufacturing) 

## Frequently asked questions

### Which LLMs can connect to a DreamFactory MCP server?

Any MCP-compatible model or client — including Claude, GPT, Llama, and Gemini — can connect without custom integration code. The MCP server exposes your data sources as standardized tools the model can call.

### Which databases can be exposed as MCP endpoints?

SQL Server, PostgreSQL, MySQL, Oracle, Snowflake, MongoDB, and 20+ other data sources. DreamFactory introspects the schema and generates the endpoints — no custom code required.

### Does data leave our network when an LLM uses the MCP server?

No. The MCP server is self-hosted and runs inside your network, so data and database credentials never leave your infrastructure. Local and on-premises LLMs are supported for fully private deployments.

### How are MCP queries governed and audited?

Every query is authenticated and authorized against your existing identity provider with role-based access control, and every LLM-to-database call is logged with full context for compliance review.

Free 30-Minute Demo

## Get a Demo From One of Our Engineers

Give us 30 minutes to amaze you. You won't be disappointed!

[Book a Demo](https://www.dreamfactory.com/demo) [Read the Docs](https://docs.dreamfactory.com/)