You will get AI Agents with Real-Time Business Data Integration (MCP Setup)
Project details
You will get a professional MCP (Model Context Protocol) + Claude Code setup that gives your AI direct access to your live business data. Instead of wasting time copy-pasting information into Claude/ChatGPT, you will simply ask and instantly receive accurate reports, analysis, and updates based on the systems you already use.
What sets this project apart is that MCP transforms Claude into a real business assistant with “keys to your office” — it can read from and write to your tools in real time. Regular AI is like hiring someone who needs to be briefed every time; MCP-powered Claude already knows where the data is and how to use it.
With my expertise as one of the first MCP specialists on Upwork, you’ll get a setup designed for real business impact: faster reporting, smarter decision support, and more efficient daily workflows. The work is not theoretical — I deliver a complete, tested system, training for you and your team, and ongoing support.
The result: business tasks that used to take hours reduced to minutes, with reliable, live insights at your fingertips.
What sets this project apart is that MCP transforms Claude into a real business assistant with “keys to your office” — it can read from and write to your tools in real time. Regular AI is like hiring someone who needs to be briefed every time; MCP-powered Claude already knows where the data is and how to use it.
With my expertise as one of the first MCP specialists on Upwork, you’ll get a setup designed for real business impact: faster reporting, smarter decision support, and more efficient daily workflows. The work is not theoretical — I deliver a complete, tested system, training for you and your team, and ongoing support.
The result: business tasks that used to take hours reduced to minutes, with reliable, live insights at your fingertips.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI-Generated Code, Anomaly Detection, Conversational AI, Natural Language Generation, Natural Language Understanding, Sequence Modeling, Time Series Analysis, Time Series ForecastingAI Development Language
PythonAI Tools
Hugging Face, PyTorch, TensorFlowAI Models
ChatGPT, GPT-3, GPT-4, LLaMAWhat's included
| Service Tiers |
Starter
$397
|
Standard
$797
|
Advanced
$1,377
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 7 days |
Number of Revisions | 2 | 3 | 7 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | - | ||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | ||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | - | |
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | |
Prompt Engineering | - | ||
Setup File | |||
Source Code |
Frequently asked questions
10 reviews
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RS
Renata S.
May 18, 2026
AI Workflow Builder for Lesson Plan Automation
I searched for service providers in my region and couldn't find someone who was both competent and transparent about the best solution for my challenge. Leonid was very didactic and agile in explaining what he would do. He did everything very well and quickly, as I needed. He was always willing and prompt in addressing my questions. I will probably hire him again for future automation projects using Artificial Intelligence.
SC
Santiago C.
Dec 6, 2025
1,000 Creators on Certain Platforms Data Scraping
While we appreciate Leonid’s initiative in recording Loom videos to explain his work, the deliverables were overly complex and did not align with our expectations or the requirements of the project. The level of overengineering made the output impractical for our use case.
Despite the effort shown, we were unable to reach an agreement due to these misalignments in execution and expectations. For these reasons, we decided not to proceed with the collaboration.
Despite the effort shown, we were unable to reach an agreement due to these misalignments in execution and expectations. For these reasons, we decided not to proceed with the collaboration.
FV
Felix V.
Nov 29, 2025
Sales Automation Expert: Smartlead + HubSpot + Clay + n8n Integration
LM
LH M.
Nov 27, 2025
Lead List Generating and Validation
Fantastic guy. Excellent communication and even better results. Informative and overdelivered on what I expected and what we agreed on. Highly recommend and will be coming back in future!
KU
Kristiyan U.
Nov 5, 2025
Airtable + n8n Builder — AI Content Brief Synthesizer
Thanks for your great help Leonid
About Leonid
AI Automation Expert | Lead Gen & Sales Systems | Make - N8N - Agents
71%
Job Success
Warszawa, Poland - 10:45 am local time
✅ 𝗥𝗲𝗰𝗲𝗻𝘁 𝗿𝗲𝘀𝘂𝗹𝘁𝘀:
• 𝟳𝟱𝗞+ 𝗮𝗱𝗱𝗲𝗱 𝗺𝗼𝗻𝘁𝗵𝗹𝘆 — built a complete lead gen and sales system for a financial firm. Leads come in, get qualified, routed, followed up — automatically.
• 𝟭𝟬𝟱𝗞 𝗶𝗻 𝗻𝗲𝘄 𝗰𝗼𝗻𝘁𝗿𝗮𝗰𝘁𝘀 𝗶𝗻 𝗼𝗻𝗲 𝗾𝘂𝗮𝗿𝘁𝗲𝗿 — part of a team that ran the full cycle end-to-end: scraping, enrichment, copy, outreach, follow-up. From zero leads to signed contracts.
• 𝗙𝘂𝗹𝗹 𝘄𝗲𝗯 𝗮𝗽𝗽 𝗯𝘂𝗶𝗹𝘁 𝗳𝗿𝗼𝗺 𝘇𝗲𝗿𝗼 — AI that interviews visitors and matches them with the right expert. All answers go straight to CRM. Nothing existed before, now it's a live product.
🎯 𝗚𝗼𝗼𝗱 𝗳𝗶𝘁 𝗶𝗳 𝘆𝗼𝘂'𝗿𝗲 𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴:
"I need qualified leads that actually turn into meetings — not just more names on a list"
"My sales process works, but it's messy, slow, and takes way more time than it should"
"I want to build something — a tool, a system, a workflow — and actually have it work"
⚡ 𝗪𝗵𝗮𝘁 𝗜 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗱𝗼:
- Lead sourcing, scraping, and list building
- Lead enrichment, validation, segmentation
- Outreach setup: Instantly, Smartlead, Lemlist
- CRM automations: HubSpot, GoHighLevel, Pipedrive
- AI agents, chatbots, qualification flows
- Airtable systems and internal ops workflows
- Full product builds when a workflow tool isn't enough — custom web apps, API integrations, scripts
𝗪𝗵𝘆 𝗽𝗲𝗼𝗽𝗹𝗲 𝗵𝗶𝗿𝗲 𝗺𝗲:
Most people either understand the business or can build the system. I do both. I see where the process is broken and I go fix it — no back-and-forth, no lost context between strategy and execution.
𝗡𝗼𝘁 𝗮 𝗳𝗶𝘁 𝗶𝗳 𝘆𝗼𝘂 𝘄𝗮𝗻𝘁 𝘁𝗵𝗲 𝗰𝗵𝗲𝗮𝗽𝗲𝘀𝘁 𝗼𝗽𝘁𝗶𝗼𝗻 𝗮𝘃𝗮𝗶𝗹𝗮𝗯𝗹𝗲. I don't cut corners on things that will break in two weeks.
🚀 𝗟𝗲𝘁'𝘀 𝘁𝗮𝗹𝗸
Tell me what you're trying to build or fix — what the goal is, what's not working right now. I'll tell you if I can help and how.
Just send me a message.
Steps for completing your project
After purchasing the project, send requirements so Leonid can start the project.
Delivery time starts when Leonid receives requirements from you.
Leonid works on your project following the steps below.
Revisions may occur after the delivery date.
Clarify Goals
We start by clarifying your main business goals and the exact tasks you want MCP + Claude to support. You’ll outline the outcomes you expect (reports, analysis, updates), and I’ll translate that into clear technical steps for integration.
Configure MCP + Claude
I set up MCP and Claude Code so your AI can access your business data directly. Instead of copy-pasting information, you’ll be able to ask questions or request outputs, and Claude will instantly fetch and process the right information.