OrchestriAI

MCP tutorial hub

Learn MCP in five plain steps

A learning path for owners and developers, plus every write-up on this site about MCP in real business tools.

Quick answer

MCP (Model Context Protocol) is an open standard that lets an AI assistant such as Claude use your tools through a small server you control. Start with one read-only tool, add permissions and logging, then host it behind sign-in. We build MCP servers from $3,500.

Want an MCP server for your own tools?

Free. Three short fields, and we reply by email within one business day.

  1. Staff asks

    Claude, ChatGPT

  2. Assistant picks tool

    MCP client

  3. Server checks

    auth and scope

  4. Your system

    CRM, store, files

  5. Approve writes

    review step

How an MCP call flows

Learning path

Five steps, in order

  1. Step 1

    What MCP is

    A standard way for AI assistants like Claude or ChatGPT to call tools you choose. The assistant asks, your server decides and answers.

    Glossary: Model Context Protocol
  2. Step 2

    Tools, resources and prompts

    A server offers tools (actions), resources (data to read) and prompts (saved instructions). Start with one read-only tool.

  3. Step 3

    Permissions first

    Give each tool the smallest access it needs. Read-only before write. Writes go through an approval step.

    Agent governance rules
  4. Step 4

    Test it like a user

    Run the server locally, connect one assistant, and try the odd questions staff would ask. Log every call.

  5. Step 5

    Host and monitor

    Put the server behind auth, watch error rates, and version tools so assistants do not break when you change them.

    MCP server development

Write-ups

MCP in real business tools

Free. Three fields. We reply within one business day.

Want an MCP server for your own tools?

Tell us which system you want AI assistants to use. We'll reply with what the server would expose and how access is limited.

You'll talk to Shariq. Replies come from shariq@orchestriai.com. Leave out passwords and patient records.

What happens next

  1. 1.You send one line about the task.
  2. 2.Shariq reads every message and replies by email within one business day.
  3. 3.If it fits, you get a written plan or a short call. Your choice.
  4. 4.If it does not fit, we tell you and point you to a better option.
“Shariq built our Open Dental to GoHighLevel sync and our AI routing system for new patient inquiries. Both projects were delivered fast, worked right away, and he was responsive whenever we needed adjustments. He understands dental practice workflows and doesn't overcomplicate things.”
Michael Ling, Owner, Smile Again Dental