ModeContext
See an exampleLet’s talk
MCP development for software companies

Let your customers use
your software inside
ChatGPT and Claude

We connect your existing API, build and test the MCP integration, and maintain it after launch, so your engineers can stay focused on your product.

Discuss your integration See an example
Ready in 14 days or less* At a fraction of the in-house cost
Illustrative example
Your softwareExisting API
GET/v1/orders/1048
{

"order_id": "1048",

"status": "shipped",

"delivery": "Oct 31"

}
Customer account verified
200 OK Sample response
ModeContextAccess checked
Where is order #1048?
ChatGPT
Used your softwareorders.get

Your order is on its way

Order #1048 has shipped. Here is the latest update from your account.

OrderStatusExpected
#1048ShippedOctober 31
CarrierUPSStandard
Order #1048 · Your software
Your customers only access their own dataSample data. No live API request.
Your API. Your customers. Your access rules.Built, tested, and maintained by ModeContext
What we handle

The build, the security checks,
and the work after launch

One service covering the steps your engineers would otherwise own.

Development

We connect your existing API to ChatGPT and Claude

Choose what your customers should be able to do. We build the MCP tools that turn their questions into requests to your API.

Discuss your integration

Useful customer actions

Search records, retrieve reports, and check order status.

Your existing API

We connect your endpoints and handle inputs and errors.

Your source code

Get the code and documentation at handover.

Illustrative interface
Your APIapi.yoursoftware.com
MCP tool configuration
orders.getLook up a customer’s order
Read only
GET/v1/orders/{order_id}
InputTypeRequired
order_idstring
Requiresorders:read
Validated schema Connected to your API
ChatGPT Claude
Authentication & permissions

Your customers sign in with their existing accounts

We connect your sign-in system and enforce your permissions on every request. Each customer gets only the data their account is allowed to access.

Discuss your integration

Account isolation

One customer cannot retrieve another customer’s records.

Current permissions

Expired sessions and removed access are checked.

Read-only to start

Any action that changes data is agreed separately.

Illustrative interface
JL
Jordan LeeSigned in · Acme workspace
Check customer permissions
Account acme_workspacePermission orders:read
Acme’s order #1048Account matches Allowed
Another customer’s orderAccount does not match Blocked
Permissions enforced before data is returned
Testing

We test the integration in both ChatGPT and Claude

A working endpoint is only part of the job. We test the questions customers will ask, the answers they receive, and what happens when something fails.

Discuss your integration

Customer workflows

Test real prompts against agreed expected results.

Access boundaries

Check expired sessions and cross-account requests.

API failures

Make sure errors are handled before customers see them.

Illustrative interface
Integration checks
5/5 checks passedExample test results
CheckClientStatus
Customer lookupChatGPT Pass
Revenue reportClaude Pass
Wrong account blockedBoth clients Pass
Expired session rejectedBoth clients Pass
API error handledBoth clients Pass
Access denied when it should be
Rejected requests count as a passing security check
Hosting & maintenance

We handle hosting, fixes, and compatibility updates

After launch, we monitor the integration and handle the maintenance in your plan. Your team has someone to call when a connection breaks.

Discuss your integration

Managed deployment

Hosting and environment configuration handled for you.

Failure monitoring

Track failed requests and investigate integration issues.

Ongoing updates

Keep the integration compatible as clients and APIs change.

Illustrative interface
Your MCP integrationProduction deployment
Ready
mcp.yoursoftware.com
main Deployment complete
Request monitoringSample activity
orders.getCompleted200 OK
reports.revenueCompleted200 OK
Why hire ModeContext

Keep your engineers
focused on your product

Your team can build it. We take the integration work off their roadmap.

What needs doingBuild in-houseWith ModeContext
Build the integrationAssign engineers to tools, authentication, and access checksWe build the agreed tools and connect customer sign-in
Test and launchWrite tests, configure hosting, and prepare the releaseWe test customer workflows and deploy the integration
Keep it workingAdd failures, API changes, and compatibility fixes to your backlogWe handle fixes and updates within your maintenance plan

At a fraction of the cost
of a dedicated in-house build

A focused scope and reusable tooling keep the work lean. Get the build, maintenance, and platform costs upfront, then compare the total with your own engineering estimate.

From kickoff to launch

Your integration ready
in 14 days or less

Agree the scope first. Review a working build. Launch after testing.

01
Days 1–2

Choose the customer workflows

We review your API. You approve the tool list, access rules, and acceptance criteria.

02
Days 3–8

Build and review the integration

We connect your endpoints and sign-in system. You review a working version.

03
Days 9–12

Test prompts and permissions

We test both AI clients, account isolation, expired sessions, and API failures.

04
Days 13–14

Deploy and hand over the code

We launch, document the setup, and start the agreed monitoring and maintenance.

*For the agreed initial scope, after API access and requirements are confirmed. Public app directory approval follows each platform’s review timeline.

Pricing

We build your app and take care of it

Bring your content and software into ChatGPT and Claude. Every paid plan includes development, hosting, and maintenance, with no setup fee.

Demo

See how your content or software could work inside ChatGPT and Claude.

Get your free demo
  • A branded preview for one focused use case
  • Sample, public, or authorized content
  • Try research access or a customer workflow
  • No credit card or commitment

Standard

For a focused integration with an existing API or data source.

Request Standard
  • Branded MCP app for ChatGPT and Claude
  • One existing API or data source
  • Research retrieval or basic API actions
  • Sign-in and customer access controls
  • Managed hosting, monitoring, and maintenance

Advanced

For proprietary content, custom connections, or multiple customer workflows.

Request Advanced
  • Everything in Standard
  • Custom database or document library integration
  • Search indexing and scheduled data syncs
  • Multiple API actions or customer workflows
  • Subscriber permissions and custom integration logic

Custom

For complex integrations and multi-step workflows across your business systems.

Request a quote
  • Everything in Advanced
  • Multiple connected systems or data sources
  • Multi-step workflows across systems
  • Role-based approvals and custom business rules
  • Interactive tools and structured customer experiences

Minimum commitments: Standard 3 months, Advanced 6 months, Custom 12 months. Monthly renewal after the initial term unless otherwise agreed. Capabilities and usage are confirmed in your agreed scope. AI subscriptions and third-party fees are separate.

One World Trade Center in Lower ManhattanNew York, NY
ModeContext

Based in New York,
working with software companies everywhere

Work directly with the specialist building your integration, from the first API review through launch and ongoing maintenance.

One World Trade Center85th Floor, Suite 8500
New York, NY 10007
hello@modecontext.com
Before we start

Your questions,
answered

Have a specific integration in mind?

Talk to us
Who is this for?

Software companies with an existing API and a useful customer workflow. Common starting points include searching records, retrieving reports, checking orders, and finding information already available in your product.

What does 14 days or less include?

The agreed initial integration, built, tested, and ready to connect. The timeline starts after scope, API access, and authentication requirements are confirmed. Public app directory approval follows each platform’s review process and is not included in the 14-day timeline.

What do you need from our engineers?

API documentation, a sandbox account, authentication details, and a contact who can answer product questions. You approve the tool list and review the working integration. We handle implementation, testing, and deployment.

Why not build it in-house?

You can. Your engineers would own tool design, authentication, access checks, testing, hosting, and maintenance. ModeContext takes responsibility for that agreed work so your engineers can stay focused on your product.

How much does it cost?

We quote the build and ongoing maintenance after reviewing your API and the first workflows. Your proposal separates our service fee from hosting and platform usage, so you can compare the total with your own engineering estimate.

Do you use Manufact or Speakeasy?

We can use platforms such as Manufact or Speakeasy when they fit your requirements. ModeContext handles implementation, customer permissions, testing, and the agreed ongoing maintenance. The provider and costs are agreed with you before the build.

Who owns the integration?

Your agreement includes source-code ownership, documentation, and handover. Hosting accounts, dependencies, and access are documented so you can bring the integration in-house.

Can customers change data through the integration?

We start with read-only tools. Write actions are scoped separately, including permissions, input validation, and confirmation behavior. Your API and the integration enforce the access rules.

Get a scope and price

Bring your software
into ChatGPT and Claude

Share your website and the first thing your customers should be able to do. We’ll review your API requirements and propose a build scope and price.

  • Agreed tools and deliverables
  • Build and maintenance costs upfront
  • A clear launch timeline

Tell us what you want to connect. We will take it from there.

Prefer email?hello@modecontext.com