MCP Prototype Builder for Founders

MCP Prototype Builder for Founders

Validate your AI concept in just 5 days — without hiring a full dev team

The MCP Prototype Builder is a rapid development service tailored for solo founders and pre-seed startups looking to validate or showcase an AI-based product concept. Built around the Model Context Protocol (MCP) — a lightweight, modular architecture for building LLM-integrated systems — this service helps you go from idea to functional prototype in just one week.

What is MCP?

Model Context Protocol (MCP) is a powerful, structured approach to orchestrating context-aware interactions between large language models (LLMs) and external tools, data, and user inputs. Instead of coding everything from scratch, MCP provides a framework that streamlines the connection between your frontend, backend tools, and AI capabilities.

Think of MCP as the “API contract” between your product’s logic and the AI model. It defines how tools are registered, how context flows into the LLM, and how outputs can trigger further actions. This structure allows for modular, testable, and scalable AI integration — ideal for prototypes, MVPs, and future product evolution.

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What We Offer in the Prototype Sprint

In just 5 business days, we deliver a fully operational AI prototype you can use to pitch investors, validate user interest, or test product-market fit. Here’s what’s included:

✅ Lightweight MCP Implementation

We set up a local server or CLI interface using the MCP framework that includes:

• 1–2 tool endpoints (e.g., a data scraper, calculator, or knowledge retrieval API)

• Structured prompt context formatting for reliable LLM interaction

• Secure, modular design for easy expansion

This core backend acts as the “brain” of your AI app — driven by the LLM but empowered by useful tools.

✅ Frontend Mockup

Using Claude or GPT-4-turbo as the AI engine, we build a mock frontend to simulate the user experience:

• Chat or prompt-based interface

• Preloaded scenarios to demonstrate capabilities

• Clean, mobile-friendly UI (can be HTML, React, or Figma mockup)

It’s designed to impress investors and help non-technical stakeholders understand your vision.

✅ Pitch-Ready Documentation

We provide simple, clear docs explaining:

• How the prototype works

• What problem it solves

• How MCP makes it scalable

• Next steps for development or fundraising

You’ll get both a technical README and a slide-ready summary for use in decks or demos.

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Who It’s For

This sprint is perfect for:

• Solo founders with a strong idea but no tech team

• Pre-seed startups prepping for pitch meetings

• Accelerator applicants needing to show traction

• Anyone who wants to validate an AI MVP before spending big

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Pricing & Delivery

• Flat Fee: $1,200

• Turnaround: 5 business days

• Includes: Local prototype, frontend mockup, docs, and code handoff

You’ll walk away with a working prototype, ready to impress investors, test with users, or kick off development.