MCP Server Development — Connect Your Product to the AI Ecosystem
We build custom MCP servers that let Claude, GPT, Gemini, and other AI models interact with your product, data, and APIs. Make your service discoverable by every AI assistant.
MCP Is the USB-C of AI
Model Context Protocol (MCP) is an open standard created by Anthropic that lets AI models connect to external tools and data sources. Think of it as a universal plug — build one MCP server, and every AI assistant can interact with your product.
OpenAI, Google, and Microsoft have all adopted MCP. It's becoming the standard for AI-to-tool communication.
What We Build
Custom MCP Servers
Connect your SaaS, API, or database to the AI ecosystem. Full TypeScript/Python implementation.
MCP for Internal Tools
Let your team query databases, trigger workflows, and access company knowledge through AI assistants.
MCP for Customer-Facing Products
Make your product AI-native. Let customers interact with your service through their favorite AI tool.
MCP Security & Auth
OAuth 2.0 integration, rate limiting, access control, audit logging for enterprise-grade MCP deployments.
MCP Migration & Optimization
Already have an MCP server? We audit, optimize performance, and add new capabilities.
Multi-Tool MCP Orchestration
Build complex MCP servers with multiple tools, resources, and prompts working together.
Who Needs an MCP Server?
SaaS Companies
Make your product accessible through AI assistants. Users interact with your API via natural language.
Enterprise Teams
Connect internal databases, CRMs, and tools to AI. Employees query everything through one interface.
Developer Tool Companies
Build MCP servers for your documentation, APIs, and SDKs. Let AI coding assistants use your product natively.
Data & Analytics Platforms
Let AI models query your data warehouse, generate reports, and visualize insights.
How We Deliver
Discovery & Architecture
Understand your product, APIs, and data. Design the MCP server architecture.
Development & Testing
Build the MCP server with full tool definitions, error handling, and security.
Integration & Deployment
Connect to your infrastructure. Test with Claude, GPT, and Cursor. Deploy to production.
Documentation & Handoff
Full docs, usage examples, and maintenance guide. Optional ongoing support.
Tech Stack
Why IT Flow AI for MCP
What Clients Say
"Ilya played a key role in turning our idea into a fully functioning AI-powered SaaS platform for ESG and sustainability professionals. We started with a set of Python-based algorithms, and he helped us build out the complete platform. As an AI Engineer and Full-Stack Developer, h…"
James
Founder & CEO, GreenSearch.ai
$31,220
"Thanks to Ilya for his help as an AI developer on this project. He worked on email workflows in Sirportly and backend endpoints for our AI automation using an LLM (Gemini), including updates in the admin panel. I'd be happy to work with you again if you need anything!"
Stefan
CTO, Sirportly
$2,450
"Ilya supported us as a Generative AI Engineer on a project with Stable Diffusion and voice cloning. He trained and fine-tuned SDXL LoRA models, deployed them on RunPod, and built an endpoint for automated image generation. He also helped create a full TTS pipeline, including synt…"
Brett
Founder, AI Creative Studio
$7,120
FAQ
Make Your Product AI-Native.
Every AI assistant will be able to use your product. Let's build your MCP server.