You will get Custom MCP Server Development
Project details
Most AI implementations fail because the model is "blind" to your actual business data. I solve this by building custom Model Context Protocol (MCP) servers that act as a secure, real-time bridge between your proprietary data and Agentic AI.
What sets this service apart:
🛡️ Security-First Engineering: I don’t just connect data; I architect secure JSON-RPC interfaces with strict permission layers, ensuring your AI only sees what it needs to see.
🔗 Deep Integration Expertise: Whether your data lives in legacy SQL databases, complex SaaS APIs, or unstructured document silos, I build the "discovery" logic that allows LLMs to navigate your systems autonomously.
📊 Actionable Intelligence: My focus is on making AI "useful"—moving beyond simple chat to creating agents that can pull reports, update records, and analyze live business metrics without manual data entry.
I provide the technical "plumbing" that turns a standard LLM into a specialized member of your team that knows your business inside and out.
What sets this service apart:
🛡️ Security-First Engineering: I don’t just connect data; I architect secure JSON-RPC interfaces with strict permission layers, ensuring your AI only sees what it needs to see.
🔗 Deep Integration Expertise: Whether your data lives in legacy SQL databases, complex SaaS APIs, or unstructured document silos, I build the "discovery" logic that allows LLMs to navigate your systems autonomously.
📊 Actionable Intelligence: My focus is on making AI "useful"—moving beyond simple chat to creating agents that can pull reports, update records, and analyze live business metrics without manual data entry.
I provide the technical "plumbing" that turns a standard LLM into a specialized member of your team that knows your business inside and out.
AI Development Type
Knowledge Representation, Recommendation SystemAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$450
|
Standard
$950
|
Advanced
$2,450
|
|---|---|---|---|
| Delivery Time | 4 days | 7 days | 14 days |
AI Model Integration | |||
Detailed Code Comments | - | ||
Knowledge Graph | - | - | - |
Model Documentation | - | - | - |
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Data Source
(+ 1 Day)
+$200About Sam
Fractional CTO & AI Architect | MBA/MsIS | C-Suite & Deep Tech
Bellevue, United States - 12:46 am local time
Since 2019, I have served as a Graduate-Level Instructor, with over 3,000 hours of top-rated experience teaching AI, Machine Learning, and Data Science. This role ensures I am always at the forefront of the latest AI research, translating "black box" technologies into actionable business insights.
⚖️ Strategic Leadership & Governance
👔 Fractional CTO & Interim CIO: I lead strategic direction, manage technology budgets, and mentor engineering teams to align tech with business ROI.
🏛️ Enterprise Architecture: As a Lead Architect at Boeing, I oversaw governance for projects exceeding $30M annually, including a critical transition for a $4B business unit.
📈 Transformation & ROI: I specialize in AI-driven process re-engineering that has increased organizational productivity by 45%.
🤖 Deep-Tech Architecture & AI Execution
🧠 Agentic AI & LLMs: I architect and implement managed platform Agentic AI products using LangChain, LangGraph, and LlamaIndex to automate multi-step reasoning.
🛡️ Infrastructure & Security: Over 25 years of experience in mission-critical UNIX/Linux systems and 24/7 systems.
🔄 Legacy Modernization: Senior Lead on the world’s largest ERP data conversions, migrating complex configuration data from mainframes to Oracle.
🚀 Proprietary AI Solutions (Actionable ML)
I am the lead architect behind Actionable ML, a suite of agentic AI products designed to bring enterprise-grade automation to small and mid-sized businesses.
⚡ Prototyping: I use these proprietary frameworks to rapidly build high-fidelity PoCs, reducing time-to-market by 60%.
👥 Managed Services: We offer autonomous agents that act as a force multiplier for growth-stage teams.
🤝 Leadership & Technical Fit: I offer initial consultation calls to assess project feasibility and strategic alignment. Message me to discuss your objectives.
Steps for completing your project
After purchasing the project, send requirements so Sam can start the project.
Delivery time starts when Sam receives requirements from you.
Sam works on your project following the steps below.
Revisions may occur after the delivery date.
🏗️ Architecture & Schema Mapping
I begin by analyzing your data sources and defining the JSON-RPC 2.0 interface. This includes mapping your database tables, API endpoints, or document structures into specific MCP "Tools" and "Resources" that an LLM can understand.
⚙️ Core Server Development
I build the server logic. I implement "Resource Discovery" so the AI can automatically see what data is available and "Tool Calling" so it can execute specific actions like searching, fetching, or updating your data.