You will get Model Context Protocol (MCP) Server Built for AI Agent Integration

Project details
Want your AI agent to securely access your tools, databases, or APIs in a standardized way? I build MCP servers that let AI models like Claude connect directly to your systems, following the Model Context Protocol standard.
What I build:
• Custom MCP server setup for your tools/data
• Secure API and database connections via MCP
• Tool definitions for AI agent access
• Authentication and access control
• Integration with Claude, GPT, or other MCP-compatible models
• Documentation for maintaining and extending the server
I'm a Python developer and AI automation specialist with 45+ completed Upwork projects, 4.8 rating, and 86% Job Success Score, focused on AI agent development and API integrations.
I start by identifying what your AI agent needs access to, then build a secure, well-documented MCP server around it.
Share what you want your AI agent to access, and I'll map out the right MCP setup.
What I build:
• Custom MCP server setup for your tools/data
• Secure API and database connections via MCP
• Tool definitions for AI agent access
• Authentication and access control
• Integration with Claude, GPT, or other MCP-compatible models
• Documentation for maintaining and extending the server
I'm a Python developer and AI automation specialist with 45+ completed Upwork projects, 4.8 rating, and 86% Job Success Score, focused on AI agent development and API integrations.
I start by identifying what your AI agent needs access to, then build a secure, well-documented MCP server around it.
Share what you want your AI agent to access, and I'll map out the right MCP setup.
AI Algorithms
Large Language Model, Transformer ModelAI Applications
AI-Generated Code, AIOps, Natural Language Generation, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Hugging Face, Microsoft 365 Copilot, Replit, StreamlitAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$300
|
Standard
$600
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 5 days | 8 days | 12 days |
Number of Revisions | 2 | 2 | 9 |
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 |
40 reviews
(36)
(2)
(1)
(0)
(1)
This project doesn't have any reviews.
SR
Sharjeel R.
Jun 15, 2026
Experienced Data Engineer Needed for Ongoing Projects
Very professional and always willing to help! Would definitely work with him again as he is kind and hard working.
SF
Steven F.
Jan 15, 2026
Forensic MetaData Extraction
We worked closely to stand up the Phase‑1 pipeline from metadata capture through a reviewable timeline. Check‑ins were regular, questions were handled promptly, and fixes were applied quickly when testing surfaced formatting and encoding issues. The closing status snapshot clearly framed what’s done versus what rolls into Phase 2
PS
Paige S.
Dec 26, 2025
AIF-C01: AWS Certified AI Practitioner
AD
Adrien D.
Nov 18, 2024
Python trading bot review and deployment
Good communication and good at solving problems
SH
Simon H.
Sep 20, 2024
Python bachelor thesis in Visual Studio Code
Umair responds very quickly, was always friendly, and can quickly familiarize himself with complex programming of AI software. Thank you very much for your professional work!
About Umair
AI Automation Expert | n8n, AI Agents, Voice AI & GHL
89%
Job Success
Karachi, Pakistan - 3:44 am local time
I've completed 46+ projects over 3+ years of freelance development, working with clients across SaaS, real estate, home services, e-commerce, and finance.
🤖 AI Agents & MCP Development
- Custom AI agents built with Claude and Model Context Protocol (MCP)
- AI agents for lead qualification, customer support, and internal operations
- MCP server setup, tool configuration, and Anthropic API integration
- n8n workflow automation and API integrations
- OpenAI, Claude, and Azure OpenAI implementation
- RAG (Retrieval Augmented Generation) and knowledge based AI systems
- Custom Python automation and agent orchestration
📞 Voice AI
- Inbound and outbound AI voice agents
- Vapi, Retell AI, ElevenLabs, and Twilio integration
- AI driven lead qualification and appointment booking
- Automated CRM updates and follow up sequences
- Missed call recovery and text back automation
⚙️ CRM & Workflow Automation
- GoHighLevel (GHL) workflows, pipelines, and custom integrations
- Lead capture, routing, and automated follow up systems
- Zapier and Make automation builds
- REST API integrations and webhook configuration
- Multi tool workflow orchestration across CRM, email, and calendar systems
🐍 Python & Cloud Infrastructure
- Python automation and backend development
- AWS Lambda and serverless architecture
- Azure Functions and Logic Apps
- Custom API development and third party integrations
- CI/CD pipelines and DevOps automation
Recent systems I've built include AI lead qualification agents using MCP based architecture, production trading bots, AWS Lambda automation pipelines, forensic data processing systems, Azure DevOps CI/CD pipelines, and NLP/LLM powered solutions.
I work best with clients who already have a CRM, dataset, or process in place that needs to be connected, automated, or made intelligent, but I can also design the full automation architecture from scratch if you're starting fresh.
Send me your current setup and what you're trying to achieve. I'll tell you exactly what I'd automate, what I wouldn't, and how I'd approach building it, no generic pitch, just a real assessment of your workflow.
Steps for completing your project
After purchasing the project, send requirements so Umair can start the project.
Delivery time starts when Umair receives requirements from you.
Umair works on your project following the steps below.
Revisions may occur after the delivery date.
Scope the Integration
I identify what data/tools the agent needs access to.
Build the MCP Server
I build and configure the server with the required tool definitions.