I assist organizations in making their data accessible via MCP servers, enabling advanced models (such as the Claude 3-series) to utilize current, pertinent information for reasoning, instead of relying on fragile, isolated integrations.

Services provided

• Implementation of MCP servers compliant with standards (following the Nov 2024 specification and SDKs)
• Code that is clean and auditable (in TypeScript or Python 3.12) accompanied by a thorough README
• Deployments packaged in containers (Docker or OCI) ready for Kubernetes / ECS environments
• Automated testing and linting (using pytest / Jest)
• Optional Infrastructure as Code (IaC) and Continuous Integration/Continuous Deployment (CI/CD) pipelines for fully automated releases

Standard process

1. Initial Assessment: Defining data sources, access methods, and security requirements.
2. Planning Development of the resource schema and event model.
3. Development Fast, test-driven construction of the MCP server or connector.
4. Connection Integration and linking with the desktop application or other MCP clients.
5. Final Delivery Provision of documentation, demonstration, and a support period.

Reasons to collaborate

• Extensive knowledge spanning back-end systems, cloud technologies, and AI frameworks
• Clear communication in English/German and professional documentation

Reach out to discuss your specific needs and begin the process!