Services · MCP servers & AI connectors

MCP Server Development: Connect ChatGPT, Claude and Copilot to Your Systems

Your team already asks ChatGPT, Claude and Copilot for help. An MCP server lets those apps look things up and take actions in the systems your business runs on, such as your CRM, database, ticketing, payments and files, under your rules. Solnix designs, builds, secures and hosts MCP servers, and connects them to every AI app your people use.

Updated · 7 min read · Solnix Media

How it fits

One server. Every AI app your team uses.

A Model Context Protocol (MCP) server gives AI apps a safe, standard way to read from and act on your business systems. Build it once, and ChatGPT, Claude, Gemini, Copilot and coding tools can all use it, each limited to what the signed-in person is allowed to do.

AI apps your team uses

ChatGPT
Claude
Gemini
GitHub Copilot
Cursor
Hermes Agent

MCP SERVER

Your company

✓ OAuth sign-in✓ Role-scoped tools✓ Approval on writes✓ Audit log

Systems you already run

Salesforce
Slack
GitHub
Postgres
Shopify
Google Drive
Walkthrough · one MCP server, four AI apps

Watch · 17 seconds

Same server, asked from ChatGPT, Claude, Gemini and Copilot.

Sales finds stalled deals and drafts follow-ups. Support traces a missing order. Operations counts stuck orders and waits for approval before opening a ticket. Engineering lists what shipped. Every call is read-only unless a person approves it.

Try it yourself below ↓

See it work · sample company and data

ChatGPTyourcompany MCP · connected
Which deals over $50k haven't moved in two weeks? Draft a nudge to each owner.
working

Connected systems

SalesforceGmail

What the server checked

  • ✓ Signed in as the person asking, through your company login
  • ✓ Only tools that person's role allows were offered
  • ✓ Read-only calls ran straight away
  • ✓ Changes were saved as drafts or held for approval
  • ✓ Every call written to the audit log

How to connect it

  1. 01Open Settings → Apps & Connectors (connector features depend on your ChatGPT plan).
  2. 02Turn on Developer mode under Advanced settings, then choose Create.
  3. 03Name the connector, paste your server URL and choose OAuth.
  4. 04Sign in with your company account. ChatGPT now sees only the tools your role allows.
Server URL
https://mcp.yourcompany.com/mcp

// We give you the real URL at hand-over. Menu names change between app versions and plans; we send current steps with your server.

AI apps and agents that connect to MCP servers

ChatGPTOpenAI
ClaudeAnthropic
Claude CodeAnthropic
GeminiGoogle
GitHub CopilotGitHub
Copilot StudioMicrosoft
CursorAnysphere
WindsurfCognition
Hermes AgentNous Research
Le ChatMistral AI
PerplexityPerplexity
CodexOpenAI
ZedZed Industries
AI AssistantJetBrains
n8nn8n
LangChainLangChain
GooseBlock
ClineCline

Connectors we build servers for

Salesforce
HubSpot
Zoho
Slack
Gmail
Google Calendar
Google Drive
Notion
Jira
Linear
GitHub
Figma
Shopify
Stripe
Razorpay
Postgres
WhatsApp
Your own API

Brand names and logos belong to their owners and show compatibility only. The conversations above use a sample company and data.

Get an MCP server for your systems →

Key takeaways

  • MCP (Model Context Protocol) is an open standard, introduced by Anthropic in November 2024, for connecting AI apps to tools and data.
  • One MCP server works across ChatGPT, Claude, Gemini, GitHub Copilot, Cursor and other MCP-compatible apps.
  • People sign in with their company account; each person sees only the tools their role allows.
  • Read-only calls run straight away; changes are drafted or held for approval, and every call is logged.

What an MCP server is

The Model Context Protocol is an open standard that defines how an AI application talks to an outside system. The AI app is the client; your MCP server sits in front of your systems and offers three things: tools (actions such as "search deals" or "create ticket"), resources (data the AI can read, such as a document or a record) and prompts (ready-made instructions for common tasks).

Before MCP, every AI app needed its own plugin or integration for every system. With MCP, you build one server for your CRM or database and every compatible AI app can use it. That is why OpenAI, Google, Microsoft and the main coding tools have added MCP support alongside Anthropic, which created it.

What teams use it for

Common MCP server use cases by team
TeamAsk the AI appSystems behind it
SalesWhich large deals have stalled? Draft follow-ups to the owners.Salesforce, HubSpot, Zoho, Gmail
SupportWhy hasn't this customer's order arrived? Offer a fix.Shopify, order database, courier APIs, Zendesk
OperationsHow many orders are stuck in packing? Open a ticket for the warehouse.Postgres, ERP, Jira
FinanceReconcile yesterday's payouts against invoices.Razorpay, Stripe, accounting system, Google Drive
EngineeringWhat shipped this week and which release bugs are open?GitHub, Linear, Jira, CI logs
LeadershipSummarise this week's pipeline, cash and open escalations.CRM, finance system, ticketing
Healthcare and regulated teamsFind this patient's latest results and draft a summary for the clinician.EHR (FHIR), document stores, on a private deployment

What Solnix builds

  • Custom MCP servers for your own APIs, databases and internal tools.
  • Hardened connectors for CRMs, ERPs, ticketing, payments, file stores and messaging.
  • Remote servers over Streamable HTTP with OAuth sign-in through your identity provider (Google Workspace, Microsoft Entra ID, Okta).
  • Local servers for developer tools such as Cursor, VS Code and Claude Code.
  • Apps for ChatGPT and connectors for Claude built on your MCP server, so your product can show up inside those apps for your customers.
  • Hosting on Cloudflare, AWS, Azure or your own servers, with monitoring and an audit log.

Security and control

  1. 01

    Company sign-in

    Users connect with OAuth through your identity provider. The server acts as that person, never as a shared admin account.

  2. 02

    Role-scoped tools

    Each role sees only the tools and records it is allowed. A sales rep cannot run finance tools; a contractor sees only their projects.

  3. 03

    Read first, approve writes

    Lookups run straight away. Anything that sends, pays, deletes or changes a record is drafted or held until a person approves it.

  4. 04

    Guarding against prompt injection

    Data coming back from your systems is treated as data, not instructions. Tool descriptions are fixed by us, and outbound actions are limited to approved destinations.

  5. 05

    Audit log

    Every call is recorded with who asked, which AI app, the tool, the inputs and the result, so you can answer "who changed this and why".

How a project runs

  1. 01

    1. Pick the first workflow (week 1)

    We choose one team and three to five questions or actions that save the most time, and map the systems and permissions behind them.

  2. 02

    2. Build and secure (weeks 2–3)

    We build the MCP server, connect sign-in and roles, add approval on writes and the audit log, and test it against prompt-injection and permission cases.

  3. 03

    3. Connect the AI apps (week 3)

    We connect ChatGPT, Claude, Copilot or the apps your team uses, write short guides and train the first users.

  4. 04

    4. Expand

    Once the first workflow is in daily use, we add tools and teams. The same server keeps working as new AI apps add MCP support.

Frequently asked questions

What is an MCP server?

An MCP server is a service that exposes your systems' data and actions to AI applications through the Model Context Protocol, an open standard. AI apps such as ChatGPT, Claude, Gemini and GitHub Copilot connect to it to look things up or take actions, within the permissions you set.

Can ChatGPT connect to an MCP server?

Yes. ChatGPT supports custom connectors to remote MCP servers, and OpenAI's Apps SDK for building apps inside ChatGPT is built on MCP. Which connector features are available depends on the ChatGPT plan and workspace settings.

Does the same MCP server work with Claude, Gemini and Copilot?

Yes. That is the point of the standard: one server, built once, can be used by Claude, ChatGPT, Gemini CLI, GitHub Copilot in VS Code, Cursor, Windsurf and other MCP-compatible clients.

Is it safe to connect AI to our CRM or database?

It can be, with the right design. Solnix servers use company sign-in, give each role only the tools it needs, hold write actions for approval, treat returned data as untrusted to resist prompt injection, and log every call.

Can the server run inside our own network?

Yes. We can host it on your cloud account or your own servers, connect to systems that are not on the internet, and keep data within your region.

How much does an MCP server cost?

It depends on the number of systems, tools and users. We give a fixed quote after a scoping call; a first server for one team usually takes two to three weeks.

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Tell us which systems and which AI apps your team uses. We'll come back with the first tools we'd build, the security set-up and a fixed quote.

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