Connect AI applications to your tools through MCP.
For startups exposing product capabilities to compatible AI clients or integrating tools through the Model Context Protocol.
Discuss your project ↗What we can deliver
- Tool and resource interface design for agreed use cases
- MCP server or client integration with access controls
- Integration tests, setup instructions, and failure handling
We agree the deliverables and acceptance criteria with you before development begins.
How we approach the work
- Identify the target clients, useful capabilities, and permission boundaries.
- Implement the integration around your existing APIs and data.
- Test with the agreed clients, including denied access and failed calls.
A possible starting point
An integration that lets an authorized AI client search your product’s records and draft a change for user approval.
This illustrates a potential engagement, rather than a completed client project.What to consider before starting
Compatibility must be tested with the chosen clients. MCP does not replace authentication, authorization, or approval of sensitive actions.
Let’s scope your next step.
Share your product idea, current stage, available data, and any timeline or budget constraints. We’ll help define a useful starting point.
Discuss MCP Development ↗