MCP Integration & Development Services

Connect ChatGPT and other compatible AI tools securely to your business systems, data and workflows. Scorchsoft builds production-ready MCP servers, connectors and the portal and API infrastructure behind them.

MCP Integration Services | MCP Server Development | Scorchsoft
Controlled path from business systems to AI clients through a portal and MCP server

Connect ChatGPT to the systems that run your business

Many teams already want to use tools such as ChatGPT with their own business information. The trouble is that the useful data lives across a CRM, an ERP, databases, portals, document stores and third-party systems, and copying it into an AI assistant by hand is slow, hard to govern and cut off from live processes.

Scorchsoft builds an integration layer and a secure MCP server that give compatible AI applications controlled access to approved business information and tools. Instead of pasting data into a chat window, an authorised user can ask a question and the AI reaches the right capability directly, within the permissions you set.

Business systems  →  Scorchsoft portal / integration layer  →  Secure MCP server  →  ChatGPT / other compatible AI clients

What is MCP?

Model Context Protocol, or MCP, is a standard that lets compatible AI applications discover and use tools and information that another system chooses to expose.

A simple way to picture it

An API traditionally lets one software application talk to another. An MCP server makes a chosen set of capabilities available in a form that compatible AI applications can discover and use, so an AI client can find out what tools exist and call them in a consistent way.

MCP does not replace APIs. An MCP implementation usually sits on top of your APIs, application services and existing integration architecture, exposing selected capabilities from them rather than reinventing what they already do.

What it owns, in one line

This capability is about one thing: exposing selected business information and actions to compatible AI applications through a controlled Model Context Protocol interface.

It sits alongside broader AI integration, AI agents and API integration, and works best when it draws on the same well-built foundations those rely on.

A Scorchsoft-built portal exposing selected capabilities to ChatGPT through an MCP server

What an MCP integration can do

Picture a company with a Scorchsoft-built internal portal. The portal already authenticates users and talks to the CRM, ERP, operational databases and other systems. We add an MCP server that exposes a carefully chosen set of the portal's capabilities.

An authorised user connects that MCP server to a compatible ChatGPT environment, and can then ask things like:

  • Which sales opportunities need attention?
  • Show me the status of customer ABC
  • Summarise this week's operational exceptions
  • Find documents associated with project 123
  • Create a draft note against this customer
  • Start the approved onboarding workflow for this account

The AI does not receive unrestricted database access. It uses the specific tools and information the system has deliberately exposed, and nothing more. That distinction is the heart of a good MCP integration.

MCP architecture, with control built in

The pattern that makes MCP safe and reusable: AI reaches your systems only through a governed portal and application layer, and only through the tools the MCP server deliberately exposes.

Business data & systems

CRMERPOperational databasesDocumentsData lakeThird-party APIs

Scorchsoft portal / application services

AuthenticationPermissionsBusiness logicIntegrationValidationAudit

MCP server

Approved toolsResourcesActions

AI

ChatGPTAI agentsOther compatible MCP clients

Permissions and business rules live in the portal and application layer, in deterministic code, not in the AI. The MCP server exposes only what that governed layer allows, which is what keeps the whole arrangement controllable.

CRM, ERP, data lake, documents and APIs feeding a business portal that exposes capabilities via an MCP server

Scorchsoft's portal-led MCP approach

Our key difference is that we do not just write an MCP wrapper around a database. We can build the underlying business portal, services, APIs, authentication, data architecture and integrations, as well as the MCP layer on top.

One powerful approach is to create or extend a secure business portal that acts as an integration layer over your existing systems. That layer handles authentication, permissions, business logic, validation, data normalisation, API orchestration, audit trails and workflow controls, and exposes reusable application services. MCP then publishes appropriate capabilities from this governed layer.

Reusable capabilities, not an isolated connector

The same layer can serve web portals, mobile apps, dashboards, automation, integrations, internal software and AI agents. So you are not building a throwaway “ChatGPT connector”: you are creating reusable business capabilities that many interfaces can consume, one of which happens to be MCP. A portal is not mandatory, though. Where you already have suitable APIs or application services, we integrate with those instead.

MCP tools split into read capabilities and write actions, with a human-approval gate before writes

Read and write capabilities

An MCP server can expose both information and actions. Each capability is designed and permissioned on purpose, rather than handed over wholesale.

Read capabilities

Retrieve a customer, search documents, inspect an order, view project information, query operational metrics or retrieve account activity.

Write and action capabilities

Create a note, update an approved field, raise a support ticket, start a workflow, prepare a report, send information into another system, or request an action that needs approval. Write access is always deliberate, and never a blanket permission to change whatever the AI likes.

MCP and your existing APIs

MCP and APIs solve related but different problems, and they work together rather than competing.

APIs

Provide structured interfaces between software systems. They are how applications have integrated with each other for years, and they remain the backbone of most integrations.

MCP

Provides a standard interface designed to make tools and resources discoverable to compatible AI applications, so an AI client can find and use them consistently.

Existing systems  →  APIs / services  →  MCP server  →  AI client

We can build any or all of these layers. See our API & Systems Integration capability for the foundations MCP builds on.

A well-connected set of business systems whose capabilities are reused by portals, apps, automation and MCP clients

MCP and data ecosystems

MCP becomes far more powerful when a business already has well-connected systems. If your CRM, ERP, documents, operational software and bespoke applications have sound integration architecture, the same capabilities can be exposed to portals, apps, automation, reporting, AI agents and MCP clients alike.

The sensible order is to connect the business first, then give AI controlled access to the right parts. That does not mean a huge transformation programme up front. We can start with one valuable MCP use case and extend the data ecosystem incrementally as the value proves itself.

MCP and data lakes

Some MCP use cases benefit from historical or analytical data that is unsuitable to pull straight from transactional systems.

CRM & ERP

Hold operational and live information: the current state of customers, orders, projects and day-to-day activity.

Data lake

Holds durable, large-scale historical information suited to trends, investigations and management analysis.

MCP tools can expose appropriate capabilities across both, so a user might compare current performance with historical trends, investigate anomalies, retrieve past events or produce a management summary from curated data. MCP does not require a data lake; a lake simply becomes useful where the business needs durable historical information for analytics and AI.

Security and permissions

MCP endpoints are production application interfaces and are built like them. MCP is not inherently secure or insecure: security comes from how the surrounding authentication, authorisation, application logic and infrastructure are designed.

Authentication

The MCP service knows which user or application is connecting before anything else happens.

Authorisation

Users reach only the information and tools appropriate to them, never a blanket view.

Role-based access

Where it fits, permissions follow the same roles used by the business portal or underlying application.

Tool-level permissions

Different people can be granted access to different MCP tools, not an all-or-nothing set.

Read vs write

Information retrieval is separated from actions that change data, and writes are granted deliberately.

Approval workflows

Sensitive actions can require explicit human confirmation before they proceed.

Validation

Arguments supplied by the AI are validated by deterministic application code before any action runs.

Auditability

Important operations are logged, so you can see what was accessed and what changed.

Rate limiting & controls

Endpoints carry the operational controls expected of any production interface.

We avoid the “point ChatGPT at your database” pattern. Rather than letting an AI query production data freely, requests flow: AI → a deliberately exposed MCP tool → a business or application service → the authorised data source. That keeps permissions and business rules inside deterministic application code, where they belong.

Practical examples

Five scenarios showing controlled access in action, each mediated by application services and permissions.

Sales / CRM

Opportunities going quiet

A salesperson asks which opportunities have had no activity for 14 days. The MCP tool calls a controlled CRM integration and returns only records that authenticated user can access, then drafts updates for the top three, with no manual exporting.

Operations

What's delayed, and why

A manager asks which customer jobs are currently delayed and why. An MCP tool retrieves the information from operational systems and presents it through the AI interface.

Customer information

A complete account picture

A staff member asks for a full summary of a customer. The underlying service combines authorised information from CRM, ERP, support and the customer portal into one answer.

Historical analysis

This year versus last

A manager compares this month's support workload with the same period last year. Current data comes from operational systems; historical data is retrieved from a data lake.

Controlled action

Creating a record, safely

A user asks to create a follow-up task for next Tuesday. The MCP server exposes a controlled create-task action, and the application validates permissions and inputs before writing the record.

Your workflow here

The right first use case is usually a specific, high-friction task your team does often. Describe it and we will scope a controlled MCP tool for it.

MCP for AI agents

MCP is useful for AI agents as well as chat clients, but the two are not the same thing.

An agent may use MCP tools to interact with your systems during a multi-step workflow. MCP supplies the tools and context; the agentic behaviour, the planning and the sequencing, is a separate concern. In other words, MCP is not a synonym for an agent. Where you need AI to carry out multi-step work across systems, our AI Agents & Automation capability covers that, often consuming the very same MCP tools built here.

How Scorchsoft implements MCP

An incremental approach rather than an inflexible methodology. We shape it to what you already have.

Identify valuable AI use cases worth starting with.

Identify the systems and information those cases need.

Review your existing APIs and architecture.

Design the appropriate business capability layer.

Build or extend the portal and services where required.

Implement authentication and permissions.

Expose deliberately scoped MCP tools and resources.

Connect and test with suitable MCP clients.

Add audit, monitoring and operational controls.

Extend with additional capabilities over time.

Start with one valuable use case

You do not need to connect everything before you see value. Once business capabilities are exposed cleanly through APIs and services, they can be reused by web and customer portals, mobile apps, internal systems, automation, AI agents and MCP clients. As more systems become connected, the available capabilities become more useful, so you are building reusable business infrastructure rather than a collection of isolated AI integrations. We recommend starting with one high-value MCP use case and extending from there.

Scorchsoft building both the MCP interface and the secure systems behind it

Why Scorchsoft is well placed to build this

Scorchsoft can build both the MCP interface and the systems behind it. That is what lets a project go beyond shallow connector development.

Our capabilities span custom web portals, API development, third-party integration, backend development, authentication and SSO, database development, data lakes, AI integration, AI agents, cloud infrastructure and security-aware application architecture. Because the same team can build the governed layer and the MCP layer on top of it, the result is an integration you can trust in production and extend over time.

Related capabilities

MCP integration draws on, and feeds, the wider set of capabilities that make it useful.

Data Ecosystem Development

Connect the business first, so AI can be given controlled access to the right parts.

Data Lake Development

Durable historical and analytical data for MCP tools that need more than live systems.

API & Systems Integration

The APIs and services an MCP server exposes to AI clients.

Portal & SaaS Web App Development

The governed portal and application layer at the centre of the pattern.

AI Integration

The broader work of adding AI into your existing software.

AI Agents & Automation

Multi-step AI that can consume the same MCP tools.

Frequently Asked AI Consultancy Questions

What is MCP?

Model Context Protocol, or MCP, is a standard that lets compatible AI applications discover and use tools and information that another system chooses to expose. It gives AI clients a consistent way to find and call approved capabilities.

What is an MCP server?

An MCP server is the service that publishes a chosen set of tools, resources and actions over the protocol, so compatible AI applications can use them. It usually sits on top of your existing APIs and application services.

What is an MCP connector?

In practice, an MCP connector is the piece that links a specific AI client to an MCP server, letting that client discover and call the exposed capabilities. Scorchsoft builds the server and the surrounding infrastructure it relies on.

Can MCP connect ChatGPT to our business systems?

Yes. That is the core use case here. We expose a deliberately chosen set of capabilities through an MCP server, and an authorised user can connect it to a compatible ChatGPT environment, within the permissions you set.

Can you build a custom MCP server?

Yes. We build custom MCP servers tailored to your systems, along with the portal, APIs, authentication and data architecture behind them where those are needed.

Can MCP connect to our CRM or ERP?

Yes, through a controlled integration. MCP tools call application services that talk to your CRM or ERP, returning only what the authenticated user is permitted to see or do.

Can MCP access a data lake?

Yes. Where historical or analytical data is useful, MCP tools can expose capabilities that draw on a data lake as well as live systems. A data lake is not required for MCP.

Can MCP work with an existing customer or staff portal?

Yes. A common approach is to expose capabilities from a secure portal that already handles authentication and business logic. We can use your existing portal or build and extend one.

Does MCP replace an API?

No. MCP usually sits on top of APIs and services, exposing selected capabilities to AI clients. APIs remain the backbone of software-to-software integration.

Can an MCP integration update data as well as read it?

Yes, when you want it to. Write and action capabilities are designed and permissioned deliberately, kept separate from read access, and sensitive actions can require human approval.

How do you control what ChatGPT can access?

Access is limited to the specific tools and information the MCP server exposes, governed by authentication, authorisation, role-based and tool-level permissions, and validation in application code. The AI never gets unrestricted access to underlying systems.

Can different users have different MCP permissions?

Yes. Permissions can follow the roles used by your portal or application, so different people can access different tools and data through the same MCP server.

Can sensitive actions require human approval?

Yes. Sensitive or hard-to-reverse actions can require explicit human confirmation before anything changes. Automation does not have to mean autonomy.

Do we need to rebuild our existing systems?

Usually not. Where you already have suitable APIs or application services, we integrate with them. Where you do not, we can build or extend the governed layer MCP needs, incrementally.

Can you add MCP to software another supplier built?

Yes. We regularly work with systems built or maintained by others, through their APIs or supported interfaces, and can collaborate with your existing suppliers where sensible.

Can we start with one integration and add more later?

Yes, and we recommend it. Start with one valuable use case, prove it in real use, and reuse the same foundations for the next. The capabilities you expose become reusable across portals, apps, automation and other AI clients.

Need help building your ideas?

Scorchsoft are expert app and portal developers based in the UK. We have over 16 years experience making rich, functionally complex apps and web apps.

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We would love to hear about your project. Please contact us, and share your goals; we'll respond with our thoughts and a rough cost estimate.

Scorchsoft is a UK-based team of web and mobile app developers and designers. We operate in-house from Birmingham, and our offices are located in the heart of the Jewellery Quarter.

We can deliver your innovative, technically complex project, using the latest web and mobile application development technologies.

Scorchsoft develops online portals, applications, web apps, and mobile app projects. With over sixteen years experience working with hundreds of small, medium, and large enterprises, in a diverse range of sectors, we'd love to discover how we can apply our expertise to your project.

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