A focused tool interface
Turn a small set of business operations into clearly named tools with explicit input and output schemas. Avoid broad access when a narrower operation will do.
MCP server development and integrations
Give AI tools a controlled connection to your systems.
Build Model Context Protocol (MCP) servers that expose approved business tools and information to compatible AI clients. Redko scopes authentication, tool permissions, validation, and deployment alongside the connector.
What we can build
Useful from the inside out.
Permissions that follow the user
Plan identity, authorization, token handling, and tenant separation. Check each operation against the requesting user’s access.
Safe operational behavior
Design read-only defaults where useful, explicit approvals for consequential writes, duplicate protection, and records of completed actions.
How we work
A clear path from idea to rollout.
Inventory the API
Confirm supported operations, rate limits, provider terms, and permissions. Define what the AI client must never be able to do.
Build and exercise tools
Test valid calls, invalid inputs, unauthorized users, unavailable dependencies, and interrupted requests.
Ship with a runbook
Document client compatibility, deployment, secret rotation, versioning, and support responsibilities.
What does MCP mean?
Model Context Protocol is a standard for connecting AI applications to tools and data. A server exposes specific capabilities to a compatible client.
Does MCP make an integration secure automatically?
No. Authentication, authorization, input validation, approvals, and deployment controls still need to be designed and tested.
Can you connect a legacy system?
We first inspect its supported interface. If it has no suitable API, we will discuss a narrower integration or a separate modernization step.
Let’s build something
Tell us what you want to build.
An idea, an existing product, or a workflow that takes too much time. Tell us where you are, and we’ll talk through a useful next step.
Prefer email? info@theredko.com
No account required. A conversation before a commitment.