At Leapfrog, we develop and operate advanced MCP servers (Model Context Protocol) that enable a fundamentally new way to interact with digital infrastructure:
Users can now access complex functions, data, and IT systems using natural language.

What is an MCP Server?

An MCP server (Model Context Protocol) acts as a control layer that connects large language models (LLMs) like GPT, Claude, Mistral, Gemini or LLaMA to real-world systems, tools, and processes. It orchestrates context, logic, and available system capabilities to enable intelligent, dialog-based interactions.

The breakthrough:
Instead of navigating menus, forms, or interfaces, users can simply express their intent – and the MCP system will find the right tools, trigger actions, or provide precise answers. It’s digital interaction reimagined.

What does the MCP Server do?

It manages and links:

• Domain knowledge and rules (terminologies, roles, workflows)

• Available tools (APIs, data queries, business logic)

• Action orchestration (who may do what, and how the system responds)

The MCP server translates natural language input into structured, executable system operations – acting as an intelligent mediator between people, processes, and technology.

Why it matters

Because digital interaction becomes truly intuitive:

• Users express what they need in everyday language

• Systems respond by triggering appropriate processes or delivering insights

• No need to learn complex tools or workflows

• Legacy systems become accessible and smart – without rewriting them

Whether it’s retrieving data, guiding through administrative steps, submitting forms, or executing internal processes:
MCP bridges the gap between human language and system logic.

Who benefits?

Our MCP server platform is ideal for:

• Public sector organizations building conversational assistants for digital services, citizen portals, or internal knowledge access

• Companies who want to integrate AI into their customer support, internal tools, or business logic

• Software vendors and service providers looking to expand their products with intelligent language-driven capabilities

What Leapfrog offers

• Concept and design of your individual MCP system

• Integration with existing APIs, data sources, and applications

• Deployment of secure, scalable infrastructure – on premise or cloud

• Web components like chat UIs, assistant widgets, or embedded agents

• Monitoring and continuous optimization

Natural. Powerful. Conversational.

With our MCP servers, you transform how people interact with digital systems – making processes smarter, simpler, and more user-friendly. Welcome to the future of digital interaction.