MCP, APIs & AI integrations
Connect the tools. Build the missing interfaces.
Install existing MCP connections, create custom MCP servers and APIs, and connect AI workflows to the applications and data they need.
Connected Tools Build
A working, documented connection between your agent or application and the required system.
For a missing integration, a private business tool that needs an agent interface, or a product that needs its own API.
Show us the systems you need to connect and the actions you want to expose.
What you receive
- The agreed MCP integration, custom server or API
- Authentication, permissions and documented tool contracts
- Data mapping, error handling and integration tests
- Deployment guidance and source/configuration handover
We agree the deliverables, timeline and project price in writing before work begins.
Agent or app
Authorized interface
Business system
Verified response
Where it fits.
MCP installation and integration
Configure an existing supported MCP server, connect it to the intended client and verify the tools against real permitted tasks.
Custom MCP creation
Expose your business systems through purpose-built tools. Define inputs, outputs, authentication and the actions each agent is allowed to perform.
Custom API creation
Build endpoints for your product or business workflow, including validation, authorization, data handling and documentation.
AI tools inside applications
Connect model and agent capabilities to product accounts, interfaces and existing workflows. Define how results are returned and failures reach the user.
Built, connected and checked.
01
Define the systems, actions and data to connect.
02
Agree contracts, authentication and permissions.
03
Implement and deploy the interface.
04
Test permitted actions, denied access and failure behavior.
The handover has to demonstrate
- The intended client can complete the agreed operations.
- Unauthorized requests and invalid inputs are handled correctly.
- The owner receives usable interface documentation and deployment details.
What determines the scope
Systems and endpoint count. Authentication and data mapping. Deployment and operational requirements.
Third-party API access, limits and fees depend on the provider. The proposal identifies supported operations and maintenance responsibility.
Take the scope with you.
System documentation, authorized accounts, sample data and access requirements.
Read the service pitch →Before we begin.
Scope, price, ownership and what happens after launch.
Yes. They can be scoped together when an application needs both a conventional API and an agent-facing tool interface.
Bring us the task.
We will define the implementation and give you a written proposal.