Connect your AI assistant to the business tools your team already uses.
I build focused MCP integrations so an LLM can retrieve information and perform clearly defined actions through your existing APIs.
What you get
A scoped integration plan and tool definitions
A custom MCP server or connection to an existing server
Input validation, error handling and access boundaries
A working demonstration against agreed test scenarios
Source code, setup documentation and a handover walkthrough
How we work
We start with one workflow, confirm API access and the target MCP client, then build and test the smallest useful integration. Additional workflows can be scoped separately.
Start with one milestone
One business system and a small set of useful MCP tools, with a working test flow, access boundaries and setup documentation. Add more connectors after the first milestone is reviewed.
To get started
Send your use case, the tools involved, relevant API documentation and an example of the expected result. Initial development uses test data or a sandbox.
Pricing & scope
Contact me for a quote. Timeline follows the agreed scope. Hosting and model/API usage are separate where applicable.
Connect your AI assistant to the business tools your team already uses.
I build focused MCP integrations so an LLM can retrieve information and perform clearly defined actions through your existing APIs.
What you get
A scoped integration plan and tool definitions
A custom MCP server or connection to an existing server
Input validation, error handling and access boundaries
A working demonstration against agreed test scenarios
Source code, setup documentation and a handover walkthrough
How we work
We start with one workflow, confirm API access and the target MCP client, then build and test the smallest useful integration. Additional workflows can be scoped separately.
Start with one milestone
One business system and a small set of useful MCP tools, with a working test flow, access boundaries and setup documentation. Add more connectors after the first milestone is reviewed.
To get started
Send your use case, the tools involved, relevant API documentation and an example of the expected result. Initial development uses test data or a sandbox.
Pricing & scope
Contact me for a quote. Timeline follows the agreed scope. Hosting and model/API usage are separate where applicable.