Connect tools technically
MCP and classic APIs connect agents with existing functions.
AI can support development,
approvals stay deliberate.
Agents can assist with code changes, tests and the evaluation of technical documents.
In an existing repository, architectural decisions, dependencies and project-specific rules apply. An automatically generated suggestion has to be checked against them before it is adopted. It also has to be settled which tools an agent may use and which data it may reach. A suitable integration connects these limits with tests and human reviews in the existing development workflow.
IQstruct Engineering develops MCP servers, API clients and integrations for agentic applications. Tools and data sources are made accessible within the agreed assignment. Human review and defined approvals bound the actions and secure the transition into productive processes.
Start now at no cost
In a free first conversation we look at one workflow and say which part pays off and which stays with people.
Scope of services
Limit permissions
Access is based on the task, the role and the released data.
Insert results into software processes
Tests and approvals connect agentic work with the application.
Controlled connections between AI and application
IQstruct Engineering develops MCP servers, API clients and integrations for agentic applications.
A language model can describe a task but needs access to data and functions to carry it out. An MCP server opens up existing application functions for an agent; the work assignment determines which functions and data become accessible.
Tests and permissions are coordinated with this connection. Human review and defined approvals limit the actions and secure the transition into productive processes. The software service complements the business design of the agent.
AI agents
The agent acts within the approved framework
Interfaces, rights and review steps define what an agent may do in your applications.
Approach in the project
Ai1
Clarify the task in the code base
The repository and the desired AI support are reviewed together.
Ai2
Select the AI system
Local models, API connection and providers are compared against tasks and requirements.
Ai3
Set up agents
Tools and permissions are configured for the development workflow.
Ai4
Develop with agents
Developers review the agent's suggestions, tests and security findings in the repository.
Building blocks of the integration
MCP server
Existing application functions become accessible to agents.
API clients
Classic interfaces connect agents with other systems.
Approvals
Defined review steps limit which actions an agent carries out.
Development practice
Trying out AI in everyday development
AI support has to prove itself within the existing development workflow.
Code changes call for current sources, suitable permissions and technical reviews. IQstruct Engineering uses an LLM wiki, local models and agentic workflows in its own software development for that. The staff have been trained in their use. This experience helps to plan not only the technical connection at a rollout, but also source maintenance, review and approval within the daily workflow.
Frequently asked questions
We are glad to answer your detailed questions in a personal conversation.
May an agent start a release on its own?
An agent only receives the rights its assignment provides for. Releases go through defined approvals with human review.
What is an MCP server?
An interface through which an AI agent can use existing functions and data of an application within the agreed scope.
Where is the business design of the agent described?
The business design of agents belongs to the artificial intelligence area; this page describes the technical connection.
Further industry solutions
Every industry has its particularities. That calls for a reliable partner who knows the requirements and delivers suitable solutions.
First conversation
Arrange a free first conversation
Describe your task. We agree a date and discuss the possible project scope.
Ai1
You request an appointment
Ai2
We discuss your requirements
Ai3
You receive a quotation for the agreed scope
Philipp Niemann-StryczekManaging DirectorLeads the company on the commercial side and answers questions on IT/OT security, asset administration shells, compliance and research projects.
Free first conversation
Describe your task in the contact form. We come back with a proposed date.
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