I will build a custom ai agent automation system using mcp

Custom AI Agent & Automation Systems (Powered by MCP)

I design and build intelligent automation systems where an AI agent monitors data, makes decisions, and takes real actions not just chatbot replies.

Using the Model Context Protocol (MCP), I build modular systems with three core pieces:

• Orchestrator coordinates the workflow and calls the right tools at the right time
• Connector service(s) securely interact with your external systems (APIs, databases, inboxes, files, messaging apps, etc.)
• AI decision engine classifies, scores, or reasons about your data using an LLM (Claude, GPT, or local models), with fallback logic so the system stays reliable

Use cases I can build for:

• Automated triage & classification (emails, tickets, documents)
• Monitoring & alerting systems
• Data enrichment/tagging pipelines
• Multi-tool AI agents connected to your existing apps
• Custom MCP servers linking an LLM to your internal tools/APIs

What you get:

• A working, deployable system (Dockerized)
• Secure credential/data handling
• Clear logging of every decision the AI made
• Flexible LLM provider choice

I have hands-on experience with this architecture and can adapt it to your specific workflow. Message me before ord